Centro de Investigación en Computación

Grigori Sidorov

Laboratorio de Procesamiento de Lenguaje Natural

Curriculum

Doctor en Ciencias (PhD) por la Universidad Estatal “Lomonosov” de Moscú, Rusia, 1996. Es profesor-investigador del Laboratorio de Lenguaje Natural y Procesamiento de Texto del Centro de Investigación en Computación del Instituto Politécnico Nacional (CIC-IPN), México. Es Investigador Nacional de México (miembro del SNI) nivel 3, miembro de la Academia Mexicana de Ciencias, editor en jefe de la revista de investigación “Computación y sistemas” (incluida en ISI y Scopus, entre otros índices), autor de más de 180 publicaciones en lingüística computacional y procesamiento automático de lenguaje natural. Sus trabajos han sido citadas más de 400 veces (sin autocitas). Sus áreas de interés científico son lingüística computacional, procesamiento automático de textos, aplicación de métodos de aprendizaje automático a las tareas de procesamiento de lenguaje natural.

Formación Académica

  • Dr. en Philological sciences (2008)

  • Lic. en Structural and Applied Linguistics (1988)

  • M. en C. en Structural and Applied Linguistics (0000)

Contacto

Nivel SNII: 3 (2020-2029 )
Email: sidorov@cic.ipn.mx
Extensión(es): 56518

Programas Académicos
MCC - Inteligencia Artificial y Cómputo Científico Tiempo Completo
DCC - Inteligencia Artificial y Cómputo Científico Tiempo Completo
MCIC - Inteligencia Artificial y Cómputo Científico Tiempo Completo

Total de publicaciones 196

Título Descripción Fecha
A Large Language Model-Based Approach for Multilingual Hate Speech Detection on Social Media Computers 2025-07-15
A Multimodal AI Framework for Automated Multiclass Lung Disease Diagnosis from Respiratory Sounds with Simulated Biomarker Fusion and Personalized Medication Recommendation International Journal of Molecular Sciences 2025-07-24
Advanced machine learning techniques for social support detection on social media Heliyon 2025-05-01
Anime popularity prediction before huge investments: a multimodal approach using deep learning PeerJ Computer Science 2025-06-02
Cyberbullying Detection on Social Media Using Machine Learning Techniques Computacion y Sistemas 2025-07-01
Detection of Biased Phrases in the Wiki Neutrality Corpus for Fairer Digital Content Management Using Artificial Intelligence Big Data and Cognitive Computing 2025-07-21
Detection of Depression Severity in Social Media Text Using Transformer-Based Models Information 2025-02-01
Detection of Negative Emotions in Short Texts Using Deep Neural Networks Cyberpsychology, Behavior, and Social Networking 2025-06-01
Evaluating the Capabilities of Large Language Models for Multi-label Emotion Understanding 31st International Conference on Computational Linguistics, COLING 2025 2025-01-19
Hybrid Machine Learning and Deep Learning Approaches for Insult Detection in Roman Urdu Text AI 2025-02-01
Integration of Agile Approaches with Quantum High-Performance Computing in Healthcare System Designs Computacion y Sistemas 2025-07-01
Interpretation of Myers–Briggs Type Indicator personality profiles based on ambivert continuum scale Expert Systems with Applications 2025-03-10
Machine Learning- and Deep Learning-Based Multi-Model System for Hate Speech Detection on Facebook Algorithms 2025-06-01
Multi-Level Depression Severity Detection with Deep Transformers and Enhanced Machine Learning Techniques AI 2025-07-15
Multilingual hope speech detection from tweets using transfer learning models Scientific Reports 2025-12-01
Multilingual identification of nuanced dimensions of hope speech in social media texts Scientific Reports 2025-07-23
Multilingual Named Entity Recognition in Arabic and Urdu Tweets Using Pretrained Transfer Learning Models Computers 2025-08-11
Opioid Crisis Detection in Social Media Discourse Using Deep Learning Approach Information 2025-06-27
ORUD-Detect: A Comprehensive Approach to Offensive Language Detection in Roman Urdu Using Hybrid Machine Learning–Deep Learning Models with Embedding Techniques Information 2025-02-01
Overview of PolyHope at IberLEF 2025: Optimism, Expectation or Sarcasm? Procesamiento del Lenguaje Natural 2025-09-01
Performance Tradeoffs in Adaptive Hybrid Encryption and Decryption Techniques Security Analysis for Optimized Protection in IoT-Environ-mental Data Systems Contemporary Mathematics 2025-08-26
PoliGuilt: Two level guilt detection from social media texts Expert Systems with Applications 2025-06-05
RUDA-2025: Depression Severity Detection Using Pre-Trained Transformers on Social Media Data AI 2025-07-15
Sentiment Analysis Using a Large Language Model–Based Approach to Detect Opioids Mixed With Other Substances Via Social Media: Method Development and Validation JMIR Infodemiology 2025-06-19
Transformer-Based Approaches for Purépecha Translation: Advancing Indigenous Language Preservation International Journal of Combinatorial Optimization Problems and Informatics 2025-01-01
UA-HSD-2025: Multi-Lingual Hate Speech Detection from Tweets Using Pre-Trained Transformers Computers 2025-06-18
UE-NER-2025: A GPT-Based Approach to Multi-Lingual Named Entity Recognition on Urdu and English IEEE Access 2025-07-03
UrduHope: Analysis of hope and hopelessness in Urdu texts Knowledge-Based Systems 2025-01-10

Título Descripción Fecha
Adaptation of Transformer-Based Models for Depression Detection Computación y Sistemas 2024-01-01
Analyzing Emotional Trends from X Platform Using SenticNet: A Comparative Analysis with Cryptocurrency Price Cognitive Computation 2024-08-09
Composer classification using melodic combinatorial n-grams[Formula presented] Expert Systems with Applications 2024-09-01
Elegante: A Machine Learning-Based Threads Configuration Tool for SpMV Computations on Shared Memory Architecture Information 2024-11-01
Enhancement of Named Entity Recognition in Low-Resource Languages with Data Augmentation and BERT Models: A Case Study on Urdu Computers 2024-10-01
From Simple Detection to Quality-aware Prediction: Exploring Argument Complexity with Machine Learning Research in Computing Science 2024-12-01
Hope Speech Detection Using Social Media Discourse (Posi-Vox-2024): A Transfer Learning Approach Journal of Language and Education 2024-12-30
Identification of Scientific Texts Generated by Large Language Models Using Machine Learning Computers 2024-12-01
Mental Illness Classification on Social Media Texts Using Deep Learning and Transfer Learning Computación y Sistemas 2024-04-01
Multi-Instrument Based N-Grams for Composer Classification Task Computación y Sistemas 2024-01-01
Natural Language Processing Approach Using a Neural Network Ensemble (CNN-HSNN) for Skin Cancer and Multi-Disease Classification Computacion y Sistemas 2024-07-01
Overview of HOPE at IberLEF 2024: ApproachingHope Speech Detection in Social Media from TwoPerspectives, for Equality, Diversity and Inclusionand as Expectations Procesamiento del Lenguaje Natural 2024-09-01
Psycholinguistic and emotion analysis of cryptocurrency discourse on X platform Scientific Reports 2024-12-01
Similarity Metrics for Automatic Verb Sense Disambiguation Using a Corpus based on WordNet; [Métricas de similitud para la desambiguación automática del sentido de los verbos sobre un corpus basado en WordNet] Computacion y Sistemas 2024-10-01
Stress Recognition in Code-Mixed Social Media Texts using Machine Learning International Journal of Combinatorial Optimization Problems and Informatics 2024-01-01
Towards a Proto Artificial General Intelligence: The Role of Large Language Model Ontologies in its Development Computacion y Sistemas 2024-07-01
Traducción automática entre lenguas indígenas de México y el español En los últimos anos, hemos presenciado mejoras significativas en la precisión y velocidad de los sistemas de procesamiento de lenguaje natural. Particularmente, los métodos de traducción automática ha 2024-09-01

Título Descripción Fecha
A Survey of Empathetic Generative Chatbots Recent Developments and the New Directions of Research, Foundations, and Applications  2023-06-27
Analysis of Fake News Detection Methods Recent Developments and the New Directions of Research, Foundations, and Applications  2023-06-27
Android Malware Classification Based on Fuzzy Hashing Visualization Machine Learning and Knowledge Extraction 2023-12-01
Android Ransomware Analysis Using Convolutional Neural Network and Fuzzy Hashing Features IEEE Access 2023-10-30
Anime Success Prediction Based on Synopsis Using Traditional Classifiers Research in Computing Science 2023-09-01
Aplicación de algoritmos de aprendizaje automático sobre un corpus depresivo digital Research in Computing Science 2023-08-01
Automatic detection of semantic primitives using optimization based on genetic algorithm PeerJ Computer Science 2023-04-05
Automatic Humor Classification: Analysis Between Embeddings and Models Recent Developments and the New Directions of Research, Foundations, and Applications  2023-06-27
Clasificación automática de sentimientos en textos de canciones en idioma español Research in Computing Science 2023-08-01
Emotion Classification in Texts Over Graph Neural Networks: Semantic Representation is Better Than Syntactic IEEE Access 2023-05-31
Generación de un corpus lingüístico digital en español enfocado a la depresión Research in Computing Science 2023-07-01
Ginger Disease Detection Using a Computer Vision Pre-trained Model Innovations in Machine and Deep Learning: Case Studies and Applications 2023-06-27
Job Offers Classifier Using Neural Networks and Oversampling Methods Recent Developments and the New Directions of Research, Foundations, and Applications  2023-06-15
Low-Resource Neural Machine Translation Improvement Using Source-Side Monolingual Data Applied Sciences (Switzerland) 2023-01-01
Machine learning-based guilt detection in text Scientific Reports 2023-12-01
Multi-label emotion classification in texts using transfer learning Expert Systems with Applications 2023-03-01
PolyHope: Two-level hope speech detection from tweets Expert Systems with Applications 2023-09-01
ReDDIT: Regret detection and domain identification from text Expert Systems with Applications 2023-09-01
Regret and Hope on Transformers: An Analysis of Transformers on Regret and Hope Speech Detection Datasets Applied Sciences (Switzerland) 2023-03-01
Sarcasm detection framework using context, emotion and sentiment features Expert Systems with Applications 2023-12-30
Skin Cancer Diagnosis Enhancement Through NLP and DNN-Based Binary Classification Recent Developments and the New Directions of Research, Foundations, and Applications  2023-06-27
Transformer-Based Approaches to Sentiment Detection Recent Developments and the New Directions of Research, Foundations, and Applications  2023-06-27
Two-Level Classifier for Detecting Categories of Offensive Language Recent Developments and the New Directions of Research, Foundations, and Applications  2023-06-27

Título Descripción Fecha
Asistente virtual de respuestas referentes a las becas ofertadas en ESIME Zacatenco Research in Computing Science 2022-05-11
A comparative study of syllables and character level N-grams for Dravidian multi-script and code-mixed offensive language identification Journal of Intelligent and Fuzzy Systems 2022-11-11
Automatic Abusive Language Detection in Urdu Tweets Acta Polytechnica Hungarica 2022-10-01
Automatic Hate Speech Detection Using CNN Model and Word Embedding Computación y Sistemas 2022-04-01
Clasificación bi-clase de canciones infantiles aplicando inteligencia artificial y procesamiento de lenguaje natural Research in Computing Science 2022-05-11
CoLI-Machine Learning Approaches for Code-mixed Language Identification at the Word Level in Kannada-English Texts Acta Polytechnica Hungarica 2022-10-01
Detection of changes in literary writing style using N-grams as style markers and supervised machine learning PLoS ONE 2022-07-01
Evaluation of deep learning models for sentiment analysis Journal of Intelligent & Fuzzy Systems 2022-11-11
Fake news spreaders profiling using N-grams of various types and SHAP-based feature selection Journal of Intelligent and Fuzzy Systems 2022-03-31
La #felicidad en Twitter: ¿que representa realmente? Linguamatica 2022-04-01
Multi-label emotion classification of Urdu tweets PeerJ Computer Science 2022-04-22
Multi-Label Emotion Classification on Code-Mixed Text: Data and Methods IEEE Access 2022-01-14
New Similarity Measures for Item-based Neighborhood Collaborative Filtering Acta Polytechnica Hungarica 2022-10-01
Prior latent distribution comparison for the RNN Variational Autoencoder in low-resource language modeling Journal of Intelligent and Fuzzy Systems 2022-03-31
Survey of Fake News Datasets and Detection Methods in European and Asian Languages Acta Polytechnica Hungarica 2022-10-01
Unsupervised authorship attribution using feature selection and weighted cosine similarity Journal of Intelligent and Fuzzy Systems 2022-03-31
What goes on inside rumour and non-rumour tweets and their reactions: A psycholinguistic analyses Computers in Human Behavior 2022-10-01
YouTube based religious hate speech and extremism detection dataset with machine learning baselines Journal of Intelligent and Fuzzy Systems 2022-03-31

Título Descripción Fecha
Advances in Computational Intelligence 20th Mexican International Conference on Artificial Intelligence, MICAI 2021, Mexico City, Mexico, October 25–30, 2021: Proceedings, Part I 2021-10-31
Advances in Soft Computing 20th Mexican International Conference on Artificial Intelligence, MICAI 2021, Mexico City, Mexico, October 25–30, 2021: Proceedings, Part II 2021-10-31
Improved Twitter Virality Prediction using Text and RNN-LSTM International Journal of Combinatorial Optimization Problems and Informatics 2021-09-01
Threatening Language Detection and Target Identification in Urdu Tweets IEEE Access 2021-09-14
Transformer-based extractive social media question answering on tweetqa Computación y Sistemas 2021-01-01

Título Descripción Fecha
Análisis e implicaciones de la detección del humor en textos Research in Computing Science 2020-06-01
Bend the truth: Benchmark dataset for fake news detection in Urdu language and its evaluation Journal of Intelligent & Fuzzy Systems 2020-03-01
Configuration Module for Treating Design Anomalies in Databases for a Natural Language Interface to Databases Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms: Theory and Applications 2020-02-28
Detección de ciberataques a través del análisis de mensajes de redes sociales: revisión del estado del arte Research in Computing Science 2020-08-01
Generación de un corpus en español con expresiones agresivas Research in Computing Science 2020-08-01
Generation of broadcasting for fractal adaptive Internet of things reconfiguration under the swarm intelligence paradigm International Journal of Distributed Sensor Networks 2020-06-01
Multi-label Emotion Classification using Content-Based Features in Twitter Computación y Sistemas 2020-07-01
N-gramas de sílabas vs. n-gramas de caracteres para la tarea de atribución de autoría en un corpus multi-tema Research in Computing Science 2020-06-01
Revisión del estado del arte en técnicas de procesamiento de lenguaje natural para análisis de malware Research in Computing Science 2020-08-01

Título Descripción Fecha
A convolutional neural network approach for gender and language variety identification Journal of Intelligent & Fuzzy Systems 2019-05-14
Author profiling for age and gender using combinations of features of various types Journal of Intelligent and Fuzzy Systems 2019-05-01
Detection of fake news in a new corpus for the Spanish language Journal of Intelligent & Fuzzy Systems 2019-05-14
Distributed Learning Fractal Algorithm for Optimizing a Centralized Control Topology of Wireless Sensor Network Based on the Hilbert Curve L-System Sensors 2019-03-23
Human interaction with shopping assistant robot in natural language Journal of Intelligent and Fuzzy Systems 2019-05-14
Identification of changes in literary writing style using machine learning Onomazein 2019-12-01
Medical events extraction to analyze clinical records with conditional random fields Journal of Intelligent & Fuzzy Systems 2019-05-14
Syntactic n-grams in Computational Linguistics 2019-04-11
Unsupervised sentence representations as word information series: Revisiting TF-IDF Computer Speech and Language 2019-07-01

Título Descripción Fecha
Automatic Detection of Negative Emotions Within a Balanced Corpus of Informal Short Texts Cyberpsychology, Behavior, and Social Networks 2018-12-01
Automatic Detection of Semantic Primitives with Bio-inspired, Multi-Objective, Weighting Algorithms Acta Polytechnica Hungarica 2018-03-06
Document embeddings learned on various types of n-grams for cross-topic authorship attribution Computing 2018-07-01
Extracting medical events from clinical records using conditional random fields and parameter tuning for hidden Markov models Journal of Intelligent & Fuzzy Systems 2018-10-01
Improving the Boilerpipe Algorithm for Boilerplate Removal in News Articles Using HTML Tree Structure Computación y Sistemas 2018-04-01
One Sense per Discourse Heuristic for Improving Precision of WSD Methods based on Lexical Intersections with the Context Polibits 2018-01-01
Plagiarism Detection with Genetic-Based Parameter Tuning International Journal of Pattern Recognition and Artificial Intelligence 2018-01-01
Searching for Cerebrovascular Disease Optimal Treatment Recommendations Applying Partially Observable Markov Decision Processes International Journal of Pattern Recognition and Artificial Intelligence 2018-01-13
Stylometry-based Approach for Detecting Writing Style Changes in Literary Texts Computación y Sistemas 2018-01-15

Título Descripción Fecha
Algorithm for Extraction of Subtrees of a Sentence Dependency Parse Tree Acta Polytechnica Hungarica 2017-09-09
Application of the distributed document representation in the authorship attribution task for small corpora Soft Computing 2017-02-10
Automatic detection of semantic primitives with multi-objective bioinspired algorithms and weighting algorithms Acta Polytechnica Hungarica 2017-11-03
Guest Editors’ Introduction to the Special Issue on Computational Intelligence Acta Polytechnica Hungarica 2017-01-01
La computación en México por especialidades académicas 2017-02-06
Lingüística computacional La computación en México por especialidades académicas 2017-03-01
Measuring Similarity Between Karel Programs Using Character and Word N-Grams1 Programming and Computer Software 2017-01-02

Título Descripción Fecha
A Comparative Analysis of Learning Techniques for Cancer Risk Prediction based on Medical Textual Records Research in Computing Science 2016-09-19
Aplicación de procesos Markovianos para recomendar acciones pedagógicas óptimas en tutores inteligentes Research in Computing Science 2016-05-05
Automatic Authorship Detection using Textual Patterns Extracted from Integrated Syntactic Graphs Sensors 2016-09-01
Compilación de un lexicón de redes sociales para la identificación de perfiles de autor Research in Computing Science 2016-09-05
Construcción de un corpus marcado con emociones para el análisis de sentimientos en Twitter en español Revista Escritos BUAP 2016-01-01
Detección automática de similitud entre programas del lenguaje de programación Karel basada en técnicas de procesamiento de lenguaje natural Computación y Sistemas 2016-04-01
Improving Feature Representation Based on a Neural Network for Author Profiling in Social Media Texts Computational Intelligence and Neuroscience 2016-12-31

Título Descripción Fecha
Adaptive Algorithm for Plagiarism Detection: The Best-Performing Approach at PAN 2014 Text Alignment Competition Lecture Notes in Computer Science 2015-11-20
Detección de subjetividad en noticias en línea publicadas en español utilizando clasificadores probabilísticos Research in Computing Science 2015-05-01
Hacia una extracción automática de colocaciones en definiciones de verbos de un diccionario explicativo en español Signos 2015-08-01
Latent Dirichlet Allocation complement in the vector space model for Multi-Label Text Classification International Journal of Combinatorial Optimization Problems and Informatics 2015-04-01

Título Descripción Fecha
Automatic Linguistic Pattern Identification based on Graph Text Representaiton Research in Computing Science 2014-05-01
Conceptual Graphs as Framework for Summarizing Short Texts International Journal of Conceptual Structures and Smart Applications 2014-01-01
Creation and evaluation of a dictionary tagged with emotions and weighted for Spanish [Creación y evaluación de un diccionario marcado con emociones y ponderado para el español] Onomazein 2014-06-01
Detección automática de primitivas semánticas en diccionarios explicativos con algoritmos bioinspirados Onomázein 2014-06-01
Generación de resúmenes por medio de síntesis de grafos conceptuales [Generating summaries by means of synthesis of conceptual graphs] Revista Signos 2014-12-01
Implicit Aspect Indicator Extraction for Aspect-based Opinion Mining International Journal of Computational Linguistics and Applications 2014-10-12
Modelo computacional del diálogo basado en reglas aplicado a un robot guía móvil Polibits 2014-12-01
Should Syntactic N-grams Contain Names of Syntactic Relations? International Journal of Computational Linguistics and Applications 2014-07-01
Soft similarity and soft cosine measure: Similarity of features in vector space model Computacion y Sistemas 2014-07-01
Syntactic N-grams as machine learning features for natural language processing Expert Systems with Applications 2014-01-01

Título Descripción Fecha
Syntactic Dependency Based N-grams in Rule Based Automatic English as Second Language Grammar Correction International Journal of Computational Linguistics and Applications 2013-12-01

Título Descripción Fecha
Extracción automática de los patrones de rección de verbos de los diccionarios explicativos Polibits 2012-06-01
On generation and FPGA implementation of digital fuzzy parametric conjunctions Applied and Computational Mathematics 2012-01-01
Preface in Applied and Computational Mathematics Applied and Computational Mathematics 2012-01-01
Special Issue on Applied Artificial Intelligence and Soft Computing PREFACE Applied and Computational Mathematics 2012-05-01

Título Descripción Fecha
A New Combined Lexical and Statistical based Sentence Level Alignment Algorithm for Parallel Texts INTERNATIONAL JOURNAL OF COMPUTATIONAL LINGUISTICS AND APPLICATIONS 2011-12-01

Título Descripción Fecha
Advances in Soft Computing - 9th Mexican International Conference on Artificial Intelligence, MICAI 2010 Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2010-12-31
Procesamiento automático del español con enfoque en recursos léxicos grandes Libro publicado por el Instituto Politécnico Nacional, segunda edición ampliada y revisada 2010-09-01
Recent advances in computational linguistics Informatica (Ljubljana) 2010-01-01

Título Descripción Fecha
Ambiguity in hispanic names [Ambigüedad en nombres hispanos] Revista Signos 2009-01-01

Título Descripción Fecha
A critical examination of node-similarity based graph matching algorithms Research in Computing Science 2008-07-01
Recuperación de Información con Resolución de Ambigüedad de Sentidos de Palabras para el Español Computación y Sistemas 2008-01-01

Título Descripción Fecha
Homonymy resolution and tagging of grammar classes without lexical information using neural networks Research in Computing Science 2007-01-01
Mayan script database Research in Computing Science 2007-01-01

Título Descripción Fecha
A bilingual corpus of novels aligned at paragraph level Lecture Notes in Artificial Intelligence 2006-00-00
A term frequency range for text representation Research in Computing Science 2006-01-01
Alignment of paragraphs in bilingual texts using bilingual dictionaries and dynamic programming Lecture Notes in Computer Science 2006-00-00
Automatic emotional personality description using linguistic data Research in Computing Science 2006-01-01
Generation of natural language explanations of rules in an expert system Lecture Notes in Computer Science 2006-00-00
Paragraph-level alignment of an english-spanish parallel corpus of fiction texts using bilingual dictionaries Lecture Notes in Artificial Intelligence 2006-00-00
Procesamiento automático del español con enfoque en recursos léxicos grandes 1a ed Libro publicado por el Instituto Politécnico Nacional, primera edición 2006-04-01

Título Descripción Fecha
A domain independent natural language interface to databases capable of processing complex queries Lecture Notes in Artificial Intelligence 2005-00-00
Document indexing with a concept hierarchy Computación y Sistemas 2005-01-01
Linguists intelleigent workplace for spanish language Research on Computing Science 2005-01-01
On some optimization heuristics for lesk-like wsd algorithms Lecture Notes in Computer Science 2005-00-00

Título Descripción Fecha
Automatic Enrichment of Very Large Dictionary of Word Combinations on the Basis of Dependency Formalism Lecture Notes in Artificial Intelligence; Third Mexican International Conference on Artificial Intelligence 2004-04-26
Automatic resolution of ambiguity of word senses in explanatory dictionaries (in russian) Nauchnotechnicheskaya Informaciya 2004-00-00
Automatic syntactic analysis for detection of word combinations Lecture Notes in Computer Science 2004-00-00
Desarrollo de herramienta para lexicógrafo con detección automática de relaciones semánticas implícitas Recientes avances en la Ciencia de la Computación en México, Series (later journal) Research on Computer Science 2004-01-01
Some linguistic methods of improving of the quality of document retrieval on the internet International Journal of Electronic Business 2004-00-00

Título Descripción Fecha
Analisis morfologico automatico en español a traves de generacion Escritos (PADRON DE CONACYT) 2003-01-01
Approach to construction of automatic morphological analysis systems for inflective languages with little effort Lecture Notes in Computer Science 2003-00-00
Automatic evaluation of quality of an explanatory dictionary by comparison of word senses Lecture Notes in Computer Science 2003-00-00
Hacia la verificacion de diccionarios explicativos asistida por computadora Estudios de Lingüística aplicada, UNAM, 2003-01-01
On similarity of word senses in explanatory dictionaries International Journal of Translation 2003-00-00
Tool for computer-aided spanish word sense disambiguation Lecture Notes in Computer Science 2003-00-00

Título Descripción Fecha
Automatic selection of defining vocabulary in an explanatory dictionary Lecture Notes in Computer Science 2002-00-00
Compilation of a spanish representative corpus Lecture Notes in Computer Science 2002-00-00
Environment for development of a natural language syntactic analyzer (in russian) Acta Academia 2002-00-00
Morphological analysis of inflective languages through generation Procesamiento de Lenguaje Natural 2002-00-00
On coherence maintenance in humanmachine dialogue with contextual ellipses Computación y Sistemas 2002-07-01
Relational data model in document hierarchical indexing Lecture Notes in Computer Science 2002-00-00
Seleccion automatica del vocabulario definidor en un diccionario explicativo Procesamiento de Lenguaje Natural 2002-00-00

Título Descripción Fecha
Heaps law coefficients for russian and english languages (in russian) Acta Academia 2001-00-00
Zipf and heaps law coefficients for russian and english (in russian) Nauchno-Tehnicheskaya Informaciya 2001-00-00
Zipf and heaps laws coefficients depend on language Lecture Notes in Computer Science 2001-00-00

Título Descripción Fecha
A system of search, classification, and thematic summarization of documents with the use of a hierarchical thesaurus (in russian) Acta Academia 2000-00-00

Título Descripción Fecha
Evaluacion de efectividad de sistemas manejados por informacion Industria Electrónica 1989-00-00
Metodos para optimizacion de interaccion con las bases de conocimientos Industria Electrónica 1989-00-00

Título Descripción Fecha
Cyberattack Detection in Social Network Messages Based on Convolutional Neural Networks and NLP Techniques Machine Learning and Knowledge Extraction

Total de congresos 189

Título Descripción Fecha
CIC-NLP at GenAI Detection Task 1: Advancing Multilingual Machine-Generated Text Detection 1st Workshop on GenAI Content Detection, GenAIDetect 2025 2025-01-19
CIC-NLP at GenAI Detection Task 1: Leveraging DistilBERT for Detecting Machine-Generated Text in English 1st Workshop on GenAI Content Detection, GenAIDetect 2025 2025-01-19
CULEMO: Cultural Lenses on Emotion - Benchmarking LLMs for Cross-Cultural Emotion Understanding 63rd Annual Meeting of the Association for Computational Linguistics, ACL 2025 2025-07-27
Rewarding Sentiment Consistency: Reinforcement Learning for Multilingual Summarization 24th Mexican International Conference on Artificial Intelligence, MICAI 2025 2025-11-03
Sarcasm Detection in Roman Urdu Text: A Comprehensive Study Using Machine Learning and Large Language Model 24th Mexican International Conference on Artificial Intelligence, MICAI 2025 2025-11-03
Synthetic Data Generation for Purépecha Machine Translation Using Linguistically Augmented LLMs 24th Mexican International Conference on Artificial Intelligence, MICAI 2025 2025-11-03
TechExperts(IPN) at GenAI Detection Task 1: Detecting AI-Generated Text in English and Multilingual Contexts 1st Workshop on GenAI Content Detection, GenAIDetect 2025 2025-01-19
Toward Bias-Aware and Efficient Offensive Language Detection Using QLoRA-Optimized LLaMA and GPT Models 24th Mexican International Conference on Artificial Intelligence, MICAI 2025 2025-11-03
WISE: A Machine Learning-Based Tool for Analyzing Heroin and Fentanyl Withdrawal Experiences on Social Media 24th Mexican International Conference on Artificial Intelligence, MICAI 2025 2025-11-03

Título Descripción Fecha
Attention + LSTM Aspect-Based Sentiment Analysis for Multi-label Classification 23rd Mexican International Conference on Artificial Intelligence, MICAI 2024 2024-10-21
Automatic Identification of Conspiracy Theories Using BERT 25th Working Notes of the Conference and Labs of the Evaluation Forum, CLEF 2024 2024-09-09
CLEF 2024 JOKER Lab: Automatic Humour Analysis 46th European Conference on Information Retrieval, ECIR 2024 2024-03-24
Enhancing Hope Speech Detection on Twitter Using Machine Learning and Transformer Models 6th Iberian Languages Evaluation Forum, IberLEF 2024 2024-09-24
Habesha@DravidianLangTech 2024: Detecting Fake News Detection in Dravidian Languages using Deep Learning 4th Workshop on Speech, Vision, and Language Technologies for Dravidian Languages, DravidianLangTech 2024 2024-01-01
Hope Speech in Social Media Texts using Transformer 6th Iberian Languages Evaluation Forum, IberLEF 2024 2024-09-24
HOPE2024@IberLEF: A Cross-Linguistic Exploration of Hope Speech Detection in Social Media 6th Iberian Languages Evaluation Forum, IberLEF 2024 2024-09-24
HOPE: A Multilingual Approach to Identifying Positive Communication in Social Media 6th Iberian Languages Evaluation Forum, IberLEF 2024 2024-09-24
HOPE@IberLEF 2024: Beyond Binary Bounds—Classifying Hope in Online Discourse 6th Iberian Languages Evaluation Forum, IberLEF 2024 2024-09-24
Identification of Fake Users in Mobile Communication Using Sentiment Analysis Techniques 23rd Mexican International Conference on Artificial Intelligence, MICAI 2024 2024-10-21
IntelliLeksika at HOMO-MEX 2024: Detection of Homophobic Content in Spanish Lyrics with Machine Learning 6th Iberian Languages Evaluation Forum, IberLEF 2024 2024-09-24
Lexicon-based Language Relatedness Analysis 6th International Conference on AI in Computational Linguistics, ACLing 2024 2024-09-21
Lidoma@DravidianLangTech 2024: Identifying Hate Speech in Telugu Code-Mixed: A BERT Multilingual 4th Workshop on Speech, Vision, and Language Technologies for Dravidian Languages, DravidianLangTech 2024 2024-01-01
Lidoma@LT-EDI 2024:Tamil Hate Speech Detection in Migration Discourse 4th Workshop on Language Technology for Equality, Diversity, Inclusion, LT-EDI 2024 2024-03-22
NLPalma Joker 2024: Yet, no Humor with Humorousness - Task 2 Humour Classification According to Genre and Technique 25th Working Notes of the Conference and Labs of the Evaluation Forum, CLEF 2024 2024-09-09
Ometeotl at HOPE2024@IberLEF: Custom BERT Models for Hope Speech Detection 6th Iberian Languages Evaluation Forum, IberLEF 2024 2024-09-24
Overview of JOKER 2023 Automatic Wordplay Analysis Task 2 – Pun Location and Interpretation 24th Working Notes of the Conference and Labs of the Evaluation Forum, CLEF-WN 2023 2024-09-18
Overview of the CLEF 2024 JOKER Task 2: Humour Classification According to Genre and Technique 25th Working Notes of the Conference and Labs of the Evaluation Forum, CLEF 2024 2024-09-09
Overview of the CLEF 2024 JOKER Track: Automatic Humour Analysis 15th International Conference of the CLEF Association, CLEF 2024 2024-09-09
Pinealai at SemEval-2024 Task 1: Exploring Semantic Relatedness Prediction using Syntactic, TF-IDF, and Distance-Based Features 18th International Workshop on Semantic Evaluation, SemEval 2024, co-located with the 2024 Annual Conference of the North American Chapter of the Association for Computational Linguistics, NAACL 2024 2024-06-20
Pinealai_StressIdent_LT-EDI@EACL2024: Minimal configurations for Stress Identification in Tamil and Telugu 4th Workshop on Language Technology for Equality, Diversity, Inclusion, LT-EDI 2024 2024-03-21
Selam@DravidianLangTech 2024:Identifying Hate Speech and Offensive Language 4th Workshop on Speech, Vision, and Language Technologies for Dravidian Languages, DravidianLangTech 2024 2024-03-22
Social Media Hate and Offensive Speech Detection Using Machine Learning Method 4th Workshop on Speech, Vision, and Language Technologies for Dravidian Languages, DravidianLangTech 2024 2024-03-22
Tayyab@DravidianLangTech 2024:Detecting Fake News in Malayalam LSTM Approach and Challenges 4th Workshop on Speech, Vision, and Language Technologies for Dravidian Languages, DravidianLangTech 2024 2024-01-01
Tewodros@DravidianLangTech 2024: Hate Speech Recognition in Telugu Codemixed Text 4th Workshop on Speech, Vision, and Language Technologies for Dravidian Languages, DravidianLangTech 2024 2024-03-22
The LaboCIC at HOMO-MEX 2024: Using BERT to Classify Hate-LGTB Speech 6th Iberian Languages Evaluation Forum, IberLEF 2024 2024-09-24

Título Descripción Fecha
Bilingual Word-Level Language Identification for Omotic Languages 11th EAI International Conference on Advancement of Science and Technology, ICAST 2023 2023-08-25
Comparing Transformer-Based Machine Translation Models for Low-Resource Languages of Colombia and Mexico 22nd Mexican International Conference on Artificial Intelligence, MICAI 2023 2023-11-13
Enhancing Translation for Indigenous Languages: Experiments with Multilingual Models 3rd Workshop on Natural Language Processing for Indigenous Languages of the Americas, AmericasNLP 2023, co-located with ACL 2023 2023-07-14
Evaluating the Effectiveness of Hybrid Features in Fake News Detection on Social Media 5th International Conference on Information and Communication Technology for Development for Africa, ICT4DA 2023 2023-10-26
Habesha@DravidianLangTech: Abusive Comment Detection using Deep Learning Approach 3rd Workshop on Speech and Language Technologies for Dravidian Languages, DravidianLangTech 2023 2023-09-07
Habesha@DravidianLangTech: Utilizing Deep and Transfer Learning Approaches for Sentiment Analysis 3rd Workshop on Speech and Language Technologies for Dravidian Languages, DravidianLangTech 2023 2023-09-07
Hate and Offensive Content Identification in Indo-Aryan Languages using Transformer-based Models 15th Forum for Information Retrieval Evaluation, FIRE 2023 2023-12-15
LIDOMA at HOMO-MEX2023@IberLEF: Hate Speech Detection Towards the Mexican Spanish-Speaking LGBT+ Population. The Importance of Preprocessing Before Using BERT-Based Models 2023 Iberian Languages Evaluation Forum, IberLEF 2023 2023-09-26
LIDOMA at HOPE2023@IberLEF: Hope Speech Detection Using Lexical Features and Convolutional Neural Networks 2023 Iberian Languages Evaluation Forum, IberLEF 2023 2023-09-26
LIDOMA@DravidianLangTech: Convolutional Neural Networks for Studying Correlation Between Lexical Features and Sentiment Polarity in Tamil and Tulu Languages 3rd Workshop on Speech and Language Technologies for Dravidian Languages, DravidianLangTech 2023 2023-09-07
LLM’s for Spanish Song Text Analysis and Classification Using Language Variants 22nd Mexican International Conference on Artificial Intelligence, MICAI 2023 2023-11-13
MF-SET: A Multitask Learning Framework for Student Evaluation of Teaching 8th Future Technologies Conference, FTC 2023 2023-11-02
NLPalma @ CLEF 2023 JOKER: A BLOOMZ and BERT Approach for Wordplay Detection and Translation 24th Working Notes of the Conference and Labs of the Evaluation Forum, CLEF-WN 2023 2023-09-18
NLPalma @ CLEF 2023 SimpleText: BLOOMZ and BERT for Complexity and Simplification Task 24th Working Notes of the Conference and Labs of the Evaluation Forum, CLEF-WN 2023 2023-09-18
Ometeotl@Multimodal Hate Speech Event Detection 2023: Hate Speech and Text-Image Correlation Detection in Real Life Memes Using Pre-Trained BERT Models over Text 6th Workshop on Challenges and Applications of Automated Extraction of Socio-Political Events from Text, CASE 2023 2023-09-07
OrieBot: chatbot para orientación vocacional Decima Tercera Conferencia Iberoamericana de Complejidad, Informatica y Cibernetica, CICIC 2023 en el contexto de the 14th International Multi-Conference on Complexity, Informatics, and Cybernetics, I 2023-03-28
Overview of JOKER 2023 Automatic Wordplay Analysis Task 1 – Pun Detection 24th Working Notes of the Conference and Labs of the Evaluation Forum, CLEF-WN 2023 2023-09-18
Overview of JOKER 2023 Automatic Wordplay Analysis Task 3 – Pun translation 24th Working Notes of the Conference and Labs of the Evaluation Forum, CLEF-WN 2023 2023-09-18
Overview of JOKER – CLEF-2023 Track on Automatic Wordplay Analysis 14th International Conference of the Cross-Language Evaluation Forum for European, CLEF 2023 2023-09-18
Parallel Corpus for Indigenous Language Translation: Spanish-Mazatec and Spanish-Mixtec 3rd Workshop on Natural Language Processing for Indigenous Languages of the Americas, AmericasNLP 2023, co-located with ACL 2023 2023-07-14
Science for Fun: The CLEF 2023 JOKER Track on Automatic Wordplay Analysis 45th European Conference on Information Retrieval, ECIR 2023 2023-04-02
Selam@DravidianLangTech:Sentiment Analysis of Code-Mixed Dravidian Texts using SVM Classification 3rd Workshop on Speech and Language Technologies for Dravidian Languages, DravidianLangTech 2023 2023-09-07
Transformer-Based Hate Speech Detection for Multi-Class and Multi-Label Classification 2023 Iberian Languages Evaluation Forum, IberLEF 2023 2023-09-26
Zavira at HOPE2023@IberLEF: Hope Speech Detection from Text using TF-IDF Features and Machine Learning Algorithms 2023 Iberian Languages Evaluation Forum, IberLEF 2023 2023-09-26

Título Descripción Fecha
Acronym Identification using Transformers and Flair Framework 2022 Workshop on Scientific Document Understanding, SDU 2022 2022-03-01
Assessing Wordplay-Pun classification from JOKER dataset with pretrained BERT humorous models 2022 Conference and Labs of the Evaluation Forum, CLEF 2022 2022-09-05
CIC at CheckThat! 2022: Multi-class and Cross-lingual Fake News Detection 2022 Conference and Labs of the Evaluation Forum, CLEF 2022 2022-09-05
CIC@LT-EDI-ACL2022: Are transformers the only hope? Hope speech detection for Spanish and English comments 2nd Workshop on Language Technology for Equality, Diversity and Inclusion, LTEDI 2022 2022-05-27
CIC@PAN: Simplifying Irony Profiling using Twitter Data 2022 Conference and Labs of the Evaluation Forum, CLEF 2022 2022-09-05
Detection of Aggressive and Violent Incidents from Social Media in Spanish using Pre-trained Language Model 2022 Iberian Languages Evaluation Forum, IberLEF 2022 2022-09-20
EmoThreat@FIRE2022: Shared Track on Emotions and Threat Detection in Urdu 14th Annual Forum for Information Retrieval Evaluation 2022-12-09
Evaluating the Impact of OCR Quality on Short Texts Classification Task 21st Mexican International Conference on Artificial Intelligence, MICAI 2022 2022-10-24
Improving Neural Machine Translation for Low Resource Languages Using Mixed Training: The Case of Ethiopian Languages 21st Mexican International Conference on Artificial Intelligence, MICAI 2022 2022-10-24
Mexican Spanish Paraphrase Identification using Data Augmentation 2022 Iberian Languages Evaluation Forum, IberLEF 2022 2022-09-20
MUCIC@LT-EDI-ACL2022: Hope Speech Detection using Data Re-Sampling and 1D Conv-LSTM 2nd Workshop on Language Technology for Equality, Diversity and Inclusion, LTEDI 2022 2022-05-22
MUCIC@TamilNLP-ACL2022: Abusive Comment Detection in Tamil Language using 1D Conv-LSTM 2nd Workshop on Speech and Language Technologies for Dravidian Languages, DravidianLangTech 2022 2022-05-26
The Effect of Normalization for Bi-directional Amharic-English Neural Machine Translation 2022 International Conference on Information and Communication Technology for Development for Africa, ICT4DA 2022 2022-11-28

Título Descripción Fecha
Analysis of User Generated Content Based on a Recommender System and Augmented Reality 10th International Congress on Telematics and Computing, WITCOM 2021 2021-11-08
CIC at CheckThat! 2021: Fake news detection using machine learning and data augmentation 2021 Working Notes of CLEF - Conference and Labs of the Evaluation Forum, CLEF-WN 2021 2021-09-21
Hate speech detection on Twitter 2021 Working Notes of CLEF - Conference and Labs of the Evaluation Forum, CLEF-WN 2021 2021-09-21
HSSD: Hate speech spreader detection using N-Grams and voting classifier 2021 Working Notes of CLEF - Conference and Labs of the Evaluation Forum, CLEF-WN 2021 2021-09-21
MUCIC at CheckThat! 2021: FaDo-fake news detection and domain identification using transformers ensembling 2021 Working Notes of CLEF - Conference and Labs of the Evaluation Forum, CLEF-WN 2021 2021-09-21
Profiling Hate Speech Spreaders using characters and words N-grams 2021 Working Notes of CLEF - Conference and Labs of the Evaluation Forum, CLEF-WN 2021 2021-09-21
Sexism identification using bert and data augmentation - Exist2021 2021 Iberian Languages Evaluation Forum, IberLEF 2021 2021-09-21
The Combination of BERT and Data Oversampling for Relation Set Prediction 2nd SeMantic Answer Type and Relation Prediction Task at ISWC Semantic Web Challenge, SMART 2021 2021-10-26
UrduFake@FIRE2021: Shared Track on Fake News Identification in Urdu 13th Annual Meeting of the Forum for Information Retrieval Evaluation, FIRE 2021 2021-12-13
UrduThreat@ FIRE2021: Shared Track on Abusive Threat Identification in Urdu 13th Annual Meeting of the Forum for Information Retrieval Evaluation, FIRE 2021 2021-12-13
Virality Prediction for News Tweets Using RoBERTa 20th Mexican International Conference on Artificial Intelligence, MICAI 2021 2021-10-25

Título Descripción Fecha
Analysis of COVID-19 Pandemic Using Artificial Intelligence 19th Mexican International Conference on Artificial Intelligence, MICAI 2020 2020-10-12
Bot-Human Twitter Messages Classification 19th Mexican International Conference on Artificial Intelligence, MICAI 2020 2020-10-12
Data augmentation using machine translation for fake news detection in the Urdu language 12th International Conference on Language Resources and Evaluation, LREC 2020 2020-05-11
Individual vs. Group Violent Threats Classification in Online Discussions 29th International World Wide Web Conference, WWW 2020 2020-04-20
Mining Hidden Topics from Newspaper Quotations: The COVID-19 Pandemic 19th Mexican International Conference on Artificial Intelligence, MICAI 2020 2020-10-12
Overview of the shared task on fake news detection in urdu at FIRE 2020 12th Forum for Information Retrieval Evaluation, FIRE-WN 2020 2020-12-16
Sentiment Detection in Economics Texts 19th Mexican International Conference on Artificial Intelligence, MICAI 2020 2020-10-12
UrduFake@FIRE2020: Shared Track on Fake News Identification in Urdu 12th Annual Meeting of the Forum for Information Retrieval Evaluation, FIRE 2020 2020-12-16

Título Descripción Fecha
Authorship attribution through punctuation n-grams and averaged combination of SVM notebook for PAN at CLEF 2019 20th Working Notes of CLEF Conference and Labs of the Evaluation Forum, CLEF 2019 2019-09-06
Bots and gender profiling using character bigrams notebook for PAN at CLEF 2019 20th Working Notes of CLEF Conference and Labs of the Evaluation Forum, CLEF 2019 2019-09-09

Título Descripción Fecha
CIC-GIL approach to author profiling in Spanish tweets: Location and occupation 3rd Workshop on Evaluation of Human Language Technologies for Iberian Languages, IberEval 2018 2018-09-18
CIC-GIL Approach to Cross-domain Authorship Attribution. Notebook for PAN at CLEF 2018 19th Working Notes of CLEF Conference and Labs of the Evaluation Forum, CLEF 2018 2018-09-10
Cic-IPN@INLi2018: Indian native language identification 10th Working Notes of FIRE - Forum for Information Retrieval Evaluation, FIRE-WN 2018 2018-12-06
Enhancement of Performance of Document Clustering in the Authorship Identification Problem with a Weighted Cosine Similarity 17th Mexican International Conference on Artificial Intelligence, MICAI 2018 2018-10-22
Hierarchical clustering analysis: The best-performing approach at PAN 2017 author clustering task 9th International Conference of the CLEF Association, CLEF 2018 2018-09-10

Título Descripción Fecha
A tweets classifier based on cosine similarity 18th Working Notes of CLEF Conference and Labs of the Evaluation Forum, CLEF 2017 2017-09-11
Author Clustering using Hierarchical Clustering Analysis. Notebook for PAN at CLEF 2017 18th Working Notes of CLEF Conference and Labs of the Evaluation Forum, CLEF 2017 2017-09-11
CIC-FBK Approach to Native Language Identification 12th Workshop on Innovative Use of NLP for Building Educational Applications 2017-09-08
Comparison of Character n-grams and Lexical Features on Author, Gender, and Language Variety Identification on the Same Spanish News Corpus 8th International Conference of the CLEF Association, CLEF 2017 2017-09-11
Discriminating between Similar Languages Using a Combination of Typed and Untyped Character N-grams and Words 4th Workshop on NLP for Similar Languages, Varieties and Dialects 2017-04-03
Improving cross-topic authorship attribution: The role of pre-processing 18th International Conference on Computational Linguistics and Intelligent Text Processing, CICLing 2017 2017-04-17
Language- and Subtask-Dependent Feature Selection and Classifier Parameter Tuning for Author Profiling. Notebook for PAN at CLEF 2017 18th Working Notes of CLEF Conference and Labs of the Evaluation Forum, CLEF 2017 2017-09-11
The Winning Approach to Cross-Genre Gender Identification in Russian at RUSProfiling 2017 2017 Working Notes of Forum for Information Retrieval Evaluation, FIRE 2017 2017-12-08

Título Descripción Fecha
Adapting Cross-Genre Author Profiling to Language and Corpus. Notebook for PAN at CLEF 2016 2016 Working Notes of Conference and Labs of the Evaluation Forum, CLEF 2016 2016-09-05
Advances in Computational Intelligence, Part I 15th Mexican International Conference on Artificial Intelligence, MICAI 2016 Mexico 2016-10-23
Author Profiling with doc2vec Neural Network-Based Document Embeddings 15th Mexican International Conference on Artificial Intelligence (MICAI 2016) 2016-10-23
CICBUAPnlp at SemEval-2016 Task 4-A: Discovering Twitter Polarity using Enhanced Embeddings 10th International Workshop on Semantic Evaluation, SemEval 2016 2016-06-16
Relevance of Named Entities in Authorship Attribution 15th Mexican International Conference on Artificial Intelligence, MICAI 2016 2016-10-23
Searching for cerebrovascular disease optimal treatment recommendations applying markovian processes 2016 International Conference on Mechatronics, Electronics, and Automotive Engineering, ICMEAE 2016 2016-11-22
Toward optimal pedagogical action patterns by means of Partially Observable Markov Decision Process 15th Mexican International Conference on Artificial Intelligence, MICAI 2016 2016-10-23

Título Descripción Fecha
A Graph Based Authorship Identification Approach. Notebook for PAN at CLEF 2015 PAN at CLEF 2015 (Conference and Labs of the Evaluation Forum) 2015-09-08
Author Verification Using Syntactic N-grams Notebook for PAN at CLEF 2015 2015-09-08
CICBUAPnlp: Graph-Based Approach for Answer Selection in Community Question Answering Task 9th International Workshop on Semantic Evaluation (SemEval 2015) 2015-06-04
Computing Text Similarity using Tree Edit Distance Fuzzy Information Processing Society (NAFIPS) held jointly with 2015 5th World Conference on Soft Computing (WConSC), 2015 Annual Conference of the North American 2015-08-17
Syntactic N-grams as Features for the Author Profiling Task Notebook for PAN at CLEF 2015 Notebook for PAN at CLEF 2015. 2015-09-08

Título Descripción Fecha
Complete syntactic N-grams as style markers for authorship attribution Human-Inspired Computing and its Applications 13th Mexican International Conference on Artificial Intelligence, MICAI 2014 2014-11-16
Graph-based Approach to the Question Answering Task Based on Entrance Exams CLEF2014 Working Notes 2014-09-15
The Winning Approach to Text Alignment for Text Reuse Detection at PAN 2014 Notebook for PAN at CLEF 2014. CLEF 2014. CLEF2014 Working Notes 2014-09-15
Using Soft Similarity in Multi-label Classification for Reuters-21578 13th Mexican International Conference on Artificial Intelligence, MICAI 2014 2014-11-16

Título Descripción Fecha
Simple Window Selection Strategies for the Simplified Lesk Algorithm for Word Sense Disambiguation Lecture Notes in Computer Science; 12th Mexican International Conference on Artificial Intelligence, MICAI 2013 2013-11-24
Summarizing Conceptual Graphs for Automatic Summarization Task Lecture Notes in Computer Science 2013-01-10
Syntactic dependency-based n-grams: More evidence of usefulness in classification Lecture Notes in Computer Science; 14th Annual Conference on Intelligent Text Processing and Computational Linguistics, CICLing 2013 2013-03-24

Título Descripción Fecha
Empirical Study of Machine Learning Based Approach for Opinion Mining in Tweets Lecture Notes in Computer Science; 11th Mexican International Conference on Artificial Intelligence, MICAI 2012 2012-10-27
Syntactic Dependency-Based N-grams as Classification Features Lecture Notes in Computer Science; 11th Mexican International Conference on Artificial Intelligence, MICAI 2012 2012-10-27

Título Descripción Fecha
Automatic Acquisition of Synonyms of Verbs from an Explanatory Dictionary Using Hyponym and Hyperonym Relations Lecture Notes in Computer Science 2011-06-29
Heuristic Algorithm for Extraction of Facts Using Relational Model and Syntactic Data Lecture Notes in Computer Science 2011-11-26
Proceedings - 2011 10th Mexican International Conference on Artificial Intelligence: Advances in Artificial Intelligence and Applications, MICAI 2011 - Proceedings of Special Session: Preface 2011 10th Mexican International Conference on Artificial Intelligence: Advances in Artificial Intelligence and Applications, MICAI 2011 - Proceedings of Special Session 2011-11-26

Título Descripción Fecha
Analysis of definitions of verbs in an explanatory dictionary for automatic extraction of actants based on detection of patterns Lecture Notes in Computer Science 2010-06-23
Automatic Term Extraction Using Log-Likelihood Based Comparison with General Reference Corpus Lecture Notes in Computer Science 2010-06-23
English-Spanish Large Statistical Dictionary of Inflectional Forms 7th Int. Conf. on Language Resources and Evaluation, LREC-2010 2010-05-17
JU_CSE_TE: System Description QA@CLEF 2010 - ResPubliQA. CLEF 2010 LABs and Workshops 2010-09-22

Título Descripción Fecha
Formal Grammar for Hispanic Named Entities Analysis Lecture Notes in Computer Science 2009-03-01
Hybrid Algorithm for Word-Level Alignment of Parallel Texts Lecture Notes in Computer Science 2009-06-24
Incorporating Linguistic Information to Statistical Word-Level Alignment Lecture Notes in Computer Science 2009-11-15
Search Interface to a Mayan Glyph Database Based on Visual Characteristics Lecture Notes in Computer Science 2009-06-24

Título Descripción Fecha
Diccionario de los Glifos Maya con descripción visual estructural XII Euralex International Congress "Euralex-2008" 2008-07-15
Division of Spanish Words into Morphemes with a Genetic Algorithm Lecture Notes in Computer Science 2008-06-24
Genetic algorithm for automatic division of words into morphemes. International Conference Dialogue-2008 on computational linguistics and its applications 2008-00-00

Título Descripción Fecha
Dynamic programming with lexical similarity calculation in alignment of parallel texts and its evaluation International Conference Dialogue-2007 on computational linguistics and its applications 2007-00-00
Lexical-Based Alignment for Reconstruction of Structure in Parallel Texts Lecture Notes in Computer Science; 12th International Conference on Applications of Natural Language to Information Systems 2007-06-27
Prepositions and Conjunctions in a Natural Language Interfaces to Databases Lecture Notes in Computer Science; 5th International Symposium on Parallel and Distributed Processing and Applications 2007-08-29
Redes neuronales basados en contextos para la resolución de homonimia 14th International Congress on Computer Science Research CIICC'07 2007-00-00

Título Descripción Fecha
Combined lesk-based method for word sense disambiguation Int. Conf. on Computing CIC-2006 2006-00-00
Dictionaries in tasks of automatic processing of pairs of translated texts International Conference Dialogue-2006 on computational linguistics and its applications 2006-00-00
Herramienta interactiva para procesamiento semiautomático de textos a nivel IX encuentro internacional de lingüística en el noroeste, 2006, Hermosillo, Sonora. 2006-00-00
System for linguistically-based evaluation of psychological profiles International Conference Dialogue-2006 on computational linguistics and its applications 2006-00-00

Título Descripción Fecha
Etiquetador morfológico y desambiguador manual: dos aplicaciones del analizador morfológico automático para el español Memorias del VI encuentro internacional de computación ENC-2005, México, Puebla 2005-00-00
On automatic morphological analysis of inflective languages International Conference on computational linguistics and its applications Dialogue-2005, Russia 2005-00-00

Título Descripción Fecha
Analizador morfológico disponible: un recurso importante para PLN en español Memorias de talleres del congreso internacional Iberamia-2004, 2004-00-00
Dictionaries of word combinations: which method of compilation is better? International Conference Dialogue-2004 on computational linguistics and its applications 2004-00-00
Exploring large document collections with a dynamic hierarchy Third International Conference on Information, Tokyo, Japan 2004-00-00
Formalización del sistema de nombres hispanos Memorias del 5o encuentro internacional de computación ENC-2004, 2004-00-00
Proyecto de preparación del corpus paralelo alineado español-inglés Memorias del 5o encuentro internacional de computación ENC-2004, 2004-00-00
Representividad morfológica en los corpus VIII encuentro internacional de lingüística en el noroeste 2004-00-00
Unsupervised learning of word combinations for syntactic disambiguation Memorias del 5o encuentro internacional de computación ENC-2004 2004-00-00

Título Descripción Fecha
Comparison of some global coherence optimization heuristics for word sense disambiguation Congreso Intenacional de Computación, México 2003-00-00
Compression of boolean inverted files by document ordering. International conference on Natural Language processing and knowledge engineering, Beijing, China 2003-00-00
Is word sense disambiguation useful in information retrieval? Int. Conf. on Advances in Infrastructure for e-Business, e-Education, e-Science, e-Medicine, and Mob 2003-00-00

Título Descripción Fecha
AGMR: un sistema de análisis y generación de la morfología del español Workshop "Multilingual information access and natural language processing" of IBERAMIA 2002 2002-00-00
Búsqueda inteligente en bibliotecas digitales Int. Conf. TelEduc-2002. Habana, Cuba, 2002-00-00
Corpus virtual virtual: un diccionario grande de contextos de palabras españolas compilado a través de internet Workshop "Multilingual information access and natural language processing" of IBERAMIA 2002 2002-00-00
Simple method for hierarchical conceptual indexing of documents using relational data model 2nd WSEAS ISA (Information Science and Applications 2002) 2002-01-01
System for automatic building of a representative corpus using internet International Conference of the Association for Literary and Linguistic Computing, Tubingen, Germany 2002-00-00

Título Descripción Fecha
Algorithm of word sense disambiguation in an explanatory dictionary COMPLEX-2001, Workshop on Computational Lexicography, Birmingham, Great Britain 2001-00-00
Automatic extraction of semantic primitive words. International IEEE SMC-2001 Conference: Systems, Man, and Cybernetics. Tucson, USA, 2001-00-00
Word sense disambiguation in a spanish explanatory dictionary TALN-2001 (Tratamiento Automático de Lenguaje Natural) 2001-00-00

Título Descripción Fecha
A comparative analysis of the semantic field 'non-adult' in russian, english, and spanish (in russian) International Conf. on Applied Linguistics Dialogue-2000, Moscow, Russia 2000-00-00
Coherence maintenance in human-machine dialogue: indirect antecedents and ellipses International Workshop on Natural Language and Information Systems, Greenwich, England 2000-00-00
Coherence maintenance in man-machine dialogue with ellipses. MICAI-2000, Mexican International Conference on Artificial Intelligence, Acapulco, Mexico 2000-00-00
Dictionary-based method for coherence maintenance in man-machine dialogue with indirect antecedents and ellipses Lecture Notes in Computer Science; Third International Workshop, TSD 2000 2000-09-13
On subject-predicate agreement in spanish International conference CIC Ling2000, Mexico 2000-00-00
Role of lexical meaning in resolution of hidden anaphora for demonstrative pronouns 7st International Pragmatics Conference, Budapest, Hungary 2000-00-00
Sistema inteligente de recuperación de textos políticos de la base de datos documental del senado de la república mexicana CIC 2000, Congreso Internacional en Computación 2000-00-00

Título Descripción Fecha
A dictionary-based algorithm for indirect anaphora resolution Venecia per il Trattamento Automatico delle Lingue (VEXTAL), Venice, Italy 1999-00-00
A method of describing document contents through topic selection. SPIRE-99, International Symposium on String Processing and Information Retrieval, Mexico 1999-00-00
A method of detection and resolution of hidden anaphora (in russian, abstract in english) International Conf. on Applied Linguistics Dialogue-99, Moscow, Russia 1999-00-00
A system for search and classification of the documents with the use of a hierarchic thematic dictionary (in russian, abstract in english) 8th International Conference Knowledge-Dialogue-Solution (KDS¿99), Yalta, Ukraine 1999-00-00
Demonstrative pronouns as markers of indirect anaphora. International Conference on Cognitive Science. Tokyo, Japan 1999-00-00
Document classification with a weighted topic hierarchy International Workshop on Document Analysis and Understanding for Document Databases, Florence 1999-00-00
La resolución de correferencia con un diccionario de escenarios. CIC 1999, Congreso Internacional en Computación 1999-00-00
Methods of analysis of combinability of words in russian conference Belgium - Holland - Russia, (in Russian), UNIVESIDAD DE MAASTRICHT Y "NAUKA", 1999-00-00
non-adult semantic field 3rd Tbilisi Symposium on Language, Logic, and Computation. Batumi, Georgia 1999-00-00
On indirect anaphora resolution PACLING-99, Pacific Association for Computational Linguistics, University of Waterloo, Waterloo 1999-00-00
Text categorization using a hierarchical topic dictionary Text Mining workshop at 16th International Joint Conference on Artificial Intelligence (IJCAI'99) 1999-00-00
Use of a weighted topic hierarchy for document classification Lecture Notes in Artificial Intelligence; Second International Workshop, TSD’99 1999-09-13

Título Descripción Fecha
Social Media Fake News Classification Using Machine Learning Algorithm 4th Workshop on Speech, Vision, and Language Technologies for Dravidian Languages, DravidianLangTech 2024

Total de proyectos 39

Título Rol
Métodos de inteligencia artificial para detección de humor en textos Responsable técnico
Modelos inteligentes de lenguaje natural para recuperación de información a partir de datos textuales Colaborador
Aprendizaje profundo para datos tabulares. Colaborador

Título Rol
APRENDIZAJE AUTOMÁTICO DE TEXTOS EN REDES SOCIALES PARA DETECCIÓN DE ESPERANZA Responsable técnico

Título Rol
Aprendizaje automático de textos en redes sociales para detección de esperanza Responsable técnico
Traducción automática para lenguas con bajos recursos digitales Colaborador
Sistemas involutivos, espacios de correlación y distribuciones en análisis de datos y toma de decisiones Colaborador
Traducción automática para lenguas con bajos recursos digitales Colaborador

Título Rol
Investigación y desarrollo de funciones de correlación en conjuntos involutivos Colaborador
PIOLI - Desarrollo de una red social para microblogging de lenguas originarias mexicanas Responsable técnico
Análisis computacional de similitud semántica en colocaciones y combinaciones libres de palabras Colaborador

Título Rol
INDLEX - Desarrollo de una aplicación móvil para la recolección de recursos lingüísticos y multimedia para el fortalecimiento de las lenguas indígenas mexicanas Responsable técnico
PIOLI - Desarrollo de una red social para microblogging de lenguas originarias mexicanas Responsable técnico
VOISELL - Sistema para la accesibilidad de mercados digitales en personas con pérdida de visión Responsable técnico
Aprendizaje automático aplicado a textos de notas clínicas para detección de enfermedades de la piel Responsable técnico
Aprendizaje automático aplicado a textos de notas clínicas para detección de enfermedades de la piel Responsable técnico
Preservación digital de la publicación de la revista computación y sistemas para la mejora en la accesibilidad y visibilidad con usuarios Responsable técnico

Título Rol
Análisis automático de cambios de estilo de escritura de autores de textos Responsable técnico
Extensión de la teoría general de medidas de similitud y asociación desarrollada en proyectos anteriores a nuevas clases de medidas de asociación y nuevos tipos de datos, y su aplicación para minería y análisis de datos financieros, lingüísticos etc. Colaborador
Preservación digital de la publicación de la revista computación y sistemas para la mejora en la accesibilidad y visibilidad con usuarios Responsable técnico

Título Rol
Preservación digital de la publicación de la revista computación y sistemas para la mejora en la accesibilidad y visibilidad con los usuarios Responsable técnico
Análisis automático de cambios de estilo de escritura de autores de textos Responsable técnico
Modelos del lenguaje, sentimientos y opiniones con métodos de aprendizaje automático y aprendizaje profundo Colaborador
Modelos del lenguaje, sentimientos y opiniones con métodos de aprendizaje automático y aprendizaje profundo Colaborador

Título Rol
Identificación automática del lenguaje nativo de autores de textos Responsable técnico

Título Rol
Búsqueda automática de respuestas en textos basada en la similitud semántica y sintáctica Responsable técnico
Desarrollo de métodos de análisis de relaciones entre variables usando medidas de asociación. Colaborador

Título Rol
Evaluación Automática de Similitud Semántica de Textos usando N-Gramas Sintácticos y Grafos Sintácticos Integrados. Responsable técnico
Análisis sintáctico y semántico de textos aplicado a tareas de educación, derecho y redes sociales. Colaborador
Compilación de un corpus de códigos de programas y su evaluación en la clasificación automática. Responsable técnico
Desarrollo de métodos de construcción de medidas de asociación para diferentes áreas de aplicación. Colaborador

Título Rol
Determinación automática de autores de textos usando n-gramas sintácticos continuos y no-continuos. Responsable técnico
Extracción de hechos y desambiguación en la detección de opiniones y polaridad en el texto Colaborador

Título Rol
Análisis de expresiones compuestas, afectividad y personalidad en los textos con los métodos de aprendizaje automático. Colaborador
Desarrollo de un corpus de textos marcado con emociones para el español y su evaluación. Responsable técnico

Título Rol
Análisis de un diccionario explicativo con un algoritmo genético para la búsqueda de un conjunto definidor Responsable técnico
Desambiguación y agrupación automática de los sentidos de las palabras para las aplicaciones en el procesamiento computacional de lenguaje natural. Colaborador

Título Rol
Detección de la implicación textual y relaciones léxicas en los textos en lenguaje natural. Colaborador
Generación automática de resúmenes de textos cortos. Responsable técnico

Total de alumnos graduados: 78


Alumno Tesis Programa Rol
Miguel Ángel Sánchez Pérez Detección automática de plagio a través de formación de pasajes MCC Director 2
Omar García Vázquez "Análisis automático de sentimientos en textos de canciones" MCC Director 1
José Ángel Avelar Barragán "Análisis de explicabilidad de redes neuronales en tareas de procesamiento de texto" MCC Director 2
Carolina Palma Preciado "Análisis semántico y clasificación de reportes delictivos georeferenciados” MCC Director 2
Carolina Martín del Campo Rodríguez "Atribución de autoría con aprendizaje automático" MCC Director 1
Christian Efraín Maldonado Sifuentes "Automatic Detection of Linguistic Features of Influential News Tweets" MCC Director 2
Yevhen Kostiuk . "Computational Modeling of Lexical Semantics" DCC Director 1
Iqra Ameer "Cross Genre Author Profiling Using Syntactic N-grams" MCC Director 1
Argenis Hernández García "Deteccióm automática de lenguaje ofensivo" MCC Director 1
Joshua Rene Gabriel Guerrero Rangel "Detección de enfermedades en la piel por medio de notas clínicas e imágenes, utilizando redes neuronales recurrentes" DCC Director 1
David Soto Osorio "Detección de reuso de textos con aprendizaje automático" MCC Director 1
César Jesús Nuñez Prado "Extracción automática de información de diccionarios explicativos" MCC Director 1
Fazlourrahman Balouchzahi "Hope Speech Detection from Social Media Texts" DCC Director 1
Eliuth Enrique López García "Similarity Measures for Recommender Systems" MCC Director 2
Cecilia González Servín "Traductor automático de la lengua purépecha al español con redes transformers" MCC Director 1
Alain Menchaca Reséndiz Agrupamiento automático de textos cortos para la detección de perfiles de usuario DCC Director 1
Eduardo Antonio Cendejas Castro Alineación automática de textos paralelos a nivel de palabras usando información lingüística diversa DCC Director 1
Hugo Librado Jacobo Análisis automático de opiniones de productos en redes sociales. MCC Director 1
Carolina Fócil Arias Análisis de historias clínicas basado en similitud textual DCC Director 2
Vicente Cubells Nonell Análisis sintáctico del español utilizando gramáticas de adjunción de árboles DCC Director 1
Horacio Rodríguez Bazán Android Malware Analysis Using Natural Language Processing Techniques DCC Director 1
Daniel Alejandro Pérez Álvarez Atribución de composiciones musicales con técnicas de procesamiento de lenguaje natural DCC Director 1
Maaz Amjad - Automatic Detection of Fake Content in Digital Media Texts DCC Director 1
Maksim Olimpiadi Automatic Humor Identification in Short Texts Using Maching Learning MCC Director 2
Ilia Markov Automatic native language identification DCC Director 1
Jorge Víctor Carrera Trejo Clasificación temática de textos basada en transformaciones semánticas DCC Director 2
Erika Hernández Rubio Compilación automática del diccionario de colocaciones para el español usando estructuras sintácticas MCC Director 1
Juan Pablo Francisco Posadas Durán Compilación de un corpus paralelo español-inglés alineado a nivel de oraciones MCC Director 1
Moisés Eduardo Lavín Villa Construcción automática de diccionarios semánticos usando la similitud distribucional MCC Director 1
Grettel Barceló Alonso Desambiguación de los sentidos de las palabras en español usando textos paralelos DCC Director 2
Juan Pablo Francisco Posadas Durán Detección automática de plagio usando información sintáctica DCC Director 1
Obdulia Pichardo Lagunas Detección automática de primitivos semánticos con algoritmos bioinspirados DCC Director 1
Martín Ibarra Romero Detección automática de similitud entre programas del lenguaje KAREL MCC Director 1
Ismael Díaz Rangel Detección de afectividad en texto en español basada en el contexto lingüistico para síntesis de voz DCC Director 2
Jorge Enrique Coyac Torres Detección de ciberataques en mensajes de redes sociales DCC Director 1
Vanessa Alejandra Camacho Vázquez Detección de emociones negativas en las redes sociales DCC Director 1
Eduardo René Rodríguez Avila Determinación de tendencias de opinión y sus efectos acumulativos en el tiempo con base en el análisis de sentimientos DCC Director 1
Honorato Aguilar Galicia Extracción automática de información semántica basada en estruturas sintácticas MCC Director 1
Helena Montserrat Gómez Adorno Extracción de características de texto basada en grafos sintácticos integrados DCC Director 1
José Adriel Alonso Castro Generación automática de resúmenes basada en n-gramas sintácticos DCC Director 1
Berenice Hernandez Estrada Mercadotecnia usando procesamiento de lenguaje natural MCIC Director 2
Enrique Ojeda Hernandez Minería de opiniones para análisis de mercados financieros MCIC Director 2
Sabino Miranda Jiménez Modelo para la generación automática de resúmenes abstractivos basado en grafos conceptuales DCC Director 2
Iqra Ameer Multi-label Emotion Classification on Code-Mixed Text DCC Director 1
Miguel Ángel Sánchez Pérez Plagiarism detection through paraphrase recognition DCC Director 1
Iván Omar Cruz García Polarity summarization with opinion mining MCC Director 2
Christian Efraín Maldonado Sifuentes Prediction of News Tweets Virality using Linguistic Features and Deep Learning DCC Director 1
Andrea Torres Calderón Programación dinámica con poblaciones DCC Director 2
Yoel Ledo Mezquita Recuperación de información con resolución de ambigüedad de sentidos de palabras para el español DCC Director 1
Obdulia Pichardo Lagunas Representación computacional de la escritura maya MCC Director 1
María De Los Ángeles Alonso Lavernia Representación y manejo de información semántica heterogénea en interacción hombre-máquina DCC Director 1
José Ernesto Gómez Balderas Resolución automática de la homonimia morfológica para el español MCC Director 1
Noé Alejandro Castro Sánchez Sistema de análisis automático de textos en español para la detección de perfiles lingüísticos MCC Director 1
Francisco Antonio Castillo Velásquez Sistema de análisis morfológico para el español MCC Director 1
José Ángel Vera Félix Sistema de detección semiautomática de frasemas usando análisis de recursos léxicos bilingües MCC Director 1
Juve Andrea Herrera De la cruz Sistema de extracción automática de infromación semántica de los libros de texto estructurados MCC Director 1
Diego Lara Reyes Sistema de segmentación automática de palabras en morfemas para el español MCC Director 1
Omar Alejandro Olivas Zazueta Sistemas de construcción de redes semánticas con detección de anáfora MCC Director 1
Muhammad Zain Transformer based Language Identification for English and Low Resource Languages MCIC Director 1
Francisco Antonio Castillo Velásquez Un método automático para detección de autoría usando información sintáctica DCC Director 1
Noé Alejandro Castro Sánchez Un método automático para la extracción de los patrones de rección en el español basado en los diccionarios explicativos y relaciones léxicas DCC Director 1
Francisco Viveros Jiménez Word sense disambiguation through associative dictionaries DCC Director 2
Oleg Osipov “A Comparison of Machine Learning Algorithms in Toxic Comment Detection” MCC Director 1
Carolina Martín del Campo Rodríguez “Affect and Emotion–aware Automatic Dialog Management” DCC Director 2
César Jesús Nuñez Prado “Análisis de diccionarios explicativos con el aprendizaje automático” DCC Director 1
Nayeli Jannethe Hernández Ramírez “Análisis de sentimientos en redes sociales” MCC Director 2
Jorge Luis Zuñiga Hernández “Análisis del comportamiento dinámico de datos financieros asociados a eventos” MCC Director 2
Víctor Manuel Palma Preciado “Automatic Detection of Jokes in Texts” MCC Director 1
Sabur Butt “Automatic Personality Behavior Detection in Texts Using Deep Learning ” DCC Director 1
Abu Bakar Siddiqur Rahman “Deep Learning Based Summarization of Multimodal Documents” MCC Director 2
Joshua Rene Gabriel Guerrero Rangel “Desarrollo de un analizador de textos clínicos para la detección de células cancerosas en la piel” MCC Director 1
Alejandra Camacho Perea “Detección automática de emociones en transcripciones de terapias psicológicas” MCC Director 1
Daniel Yacob Espinosa González “Detección de bots en redes sociales usando técnicas de procesamiento de lenguaje natural” MCC Director 1
Abdiel Reyes Vera “Detección temprana de la depresión en textos” MCC Director 1
Rosa Karina Torres Calderón “Generación y transformación de atributos faciales por medio de redes generativas adversarias” MCC Director 2
Sabur Butt “Question Answering in Open Domain” MCC Director 1
Fernando Jesús González Alonso “Recomendación de películas basada en textos de revisión” DCC Director 2
Luis Antonio Menéndez Salazar “Traducción automática neuronal enfocada en corpus de lenguas similares” MCC Director 1

Total de tesis que dirige: 6

  • DCC: 4

  • MCC: 2

Alumno Tesis Programa Rol
Jesús Jorge Armenta Segura "Anime Popularity Prediction with Machine and Deep Learning" DCC Director 1
Víctor Manuel Palma Preciado Deep Learning Methods for Automatic Humor Analysis DCC Director 1
Tewodros Achamaleh Bizuneh Multilingual Emotion Analysis in Social Media using Large Language Models and Transformers MCC Director 1
Olalekan Totulope Abiola Multilingual Sarcasm Detection in News Headlines Using Large Language Models MCC Director 1
Momina Hafeez Sarcasm Detection in Code-mixed Texts using Deep Learning DCC Director 1
Gull Mehak Text Reuse Detection in Large Language Models DCC Director 1