Nivel SNII:
2 (2022-2026 )
Email:
kolesnikova@cic.ipn.mx
Extensión(es):
56544
| Título | Descripción | Fecha | |
|---|---|---|---|
| Advanced machine learning techniques for social support detection on social media | Heliyon | 2025-05-01 | |
| 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 | |
| Evaluating the Capabilities of Large Language Models for Multi-label Emotion Understanding | 31st International Conference on Computational Linguistics, COLING 2025 | 2025-01-19 | |
| Explainable AI: XAI-guided context-aware data augmentation | Expert Systems with Applications | 2025-09-15 | |
| Harnessing Uncleaned Data for Stress Detection in Tamil and Telugu Code-Mixed Texts | Computacion y Sistemas | 2025-07-01 | |
| Hybrid Machine Learning and Deep Learning Approaches for Insult Detection in Roman Urdu Text | AI | 2025-02-01 | |
| Lexical Function Detection in Spanish Collocations Using Transformer Architecture | Computacion y Sistemas | 2025-04-01 | |
| Multi-Level Depression Severity Detection with Deep Transformers and Enhanced Machine Learning Techniques | AI | 2025-07-15 | |
| 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 | |
| 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 | |
| Reconocimiento de habla interna usando señales EEG: Estado del arte y metodología propuesta | Research in Computing Science | 2025-02-01 |
| Título | Descripción | Fecha | |
|---|---|---|---|
| Analyzing Emotional Trends from X Platform Using SenticNet: A Comparative Analysis with Cryptocurrency Price | Cognitive Computation | 2024-08-09 | |
| From Simple Detection to Quality-aware Prediction: Exploring Argument Complexity with Machine Learning | Research in Computing Science | 2024-12-01 | |
| Multi-Instrument Based N-Grams for Composer Classification Task | Computación y Sistemas | 2024-01-01 | |
| Psycholinguistic and emotion analysis of cryptocurrency discourse on X platform | Scientific Reports | 2024-12-01 |
| Título | Descripción | Fecha | |
|---|---|---|---|
| Ginger Disease Detection Using a Computer Vision Pre-trained Model | Innovations in Machine and Deep Learning: Case Studies and Applications | 2023-06-27 | |
| Low-Resource Neural Machine Translation Improvement Using Source-Side Monolingual Data | Applied Sciences (Switzerland) | 2023-01-01 |
| Título | Descripción | Fecha | |
|---|---|---|---|
| Improved Twitter Virality Prediction using Text and RNN-LSTM | International Journal of Combinatorial Optimization Problems and Informatics | 2021-09-01 | |
| Resolución de anáfora directa basada en conocimiento para pronombres definitivos | Computación y Sistemas | 2021-04-01 |
| Título | Descripción | Fecha | |
|---|---|---|---|
| Automatic Detection of Semantic Classes of Verb-Noun Collocations | Computación y Sistemas | 2020-06-01 |
| Título | Descripción | Fecha | |
|---|---|---|---|
| Measuring Non-compositionality of Verb-Noun Collocations using Lexical Functions and WordNet Hypernyms | Lecture Notes in Artificial Intelligence | 2015-12-10 |
| Título | Descripción | Fecha | |
|---|---|---|---|
| Modelo computacional del diálogo basado en reglas aplicado a un robot guía móvil | Polibits | 2014-12-01 |
| Título | Descripción | Fecha | |
|---|---|---|---|
| Multiword Expressions in NLP: General Survey and a Special Case of Verb-Noun Constructions | Emerging Applications of Natural Language Processing: Concepts and New Research | 2013-01-01 | |
| Semantic analysis of verbal collocations with lexical functions | Springer | 2013-01-01 |
| Título | Descripción | Fecha | |
|---|---|---|---|
| Semantic relations between collocations: A Spanish case study | Revista Signos | 2012-03-01 | |
| Supervised Learning Algorithms Evaluation on Recognizing Semantic Types of Spanish Verb-Noun Collocations | Computación y Sistemas | 2012-03-01 |
| 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 | |
| Pragmatic Generalization in LLMs: Insights from Fine-Tuning and Evaluating on Multilingual Sarcasm | 24th Mexican International Conference on Artificial Intelligence, MICAI 2025 | 2025-11-03 | |
| 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 |
| Título | Descripción | Fecha | |
|---|---|---|---|
| CEthio-Fake: Cutting-Edge Approaches to Combat Fake News in Under-Resourced Languages Using Explainable AI | 6th International Conference on AI in Computational Linguistics, ACLing 2024 | 2024-09-21 | |
| Ethio-Fake: Cutting-Edge Approaches to Combat Fake News in Under-Resourced Languages Using Explainable AI | 6th International Conference on AI in Computational Linguistics, ACLing 2024 | 2024-09-21 | |
| EthioLLM: Multilingual Large Language Models for Ethiopian Languages with Task Evaluation | 30th International Conference on Computational Linguistics and 14th International Conference on Language Resources and Evaluation, LREC-COLING 2024 | 2024-05-20 | |
| EthioMT: Parallel Corpus for Low-resource Ethiopian Languages | 5th Workshop on Resources for African Indigenous Languages, RAIL 2024 at LREC-COLING 2024 - Workshop Proceedings | 2024-05-25 | |
| 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@IberLEF 2024: Beyond Binary Bounds—Classifying Hope in Online Discourse | 6th Iberian Languages Evaluation Forum, IberLEF 2024 | 2024-09-24 | |
| 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@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 | |
| NLP Progress in Indigenous Latin American Languages | 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL 2024 | 2024-06-16 | |
| 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 | |
| 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 |
| Título | Descripción | Fecha | |
|---|---|---|---|
| Analysis of Emotions in Speech Acts for Chatbots: An Overview and a Model Proposal | 2023 IEEE Symposium Series on Computational Intelligence, SSCI 2023 | 2023-12-05 | |
| Bilingual Word-Level Language Identification for Omotic Languages | 11th EAI International Conference on Advancement of Science and Technology, ICAST 2023 | 2023-08-25 | |
| 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 | |
| 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 | |
| Natural Language Processing in Ethiopian Languages: Current State, Challenges, and Opportunities | 4th Workshop on Resources for African Indigenous Languages, RAIL 2023 | 2023-05-06 | |
| 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 | |
| Stock Market Performance Analytics Using XGBoost | 22nd Mexican International Conference on Artificial Intelligence, MICAI 2023 | 2023-11-13 | |
| 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 | |
|---|---|---|---|
| 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 | |
| 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 | |
| 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 | |
| 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 | |
| Urdu Named Entity Recognition with Attention Bi-LSTM-CRF Model | 21st Mexican International Conference on Artificial Intelligence, MICAI 2022 | 2022-10-24 |
| Título | Descripción | Fecha | |
|---|---|---|---|
| Virality Prediction for News Tweets Using RoBERTa | 20th Mexican International Conference on Artificial Intelligence, MICAI 2021 | 2021-10-25 |
| Título | Descripción | Fecha | |
|---|---|---|---|
| Lexical Function Identification Using Word Embeddings and Deep Learning | 18th Mexican International Conference on Artificial Intelligence, MICAI 2019 | 2019-10-27 |
| Título | Descripción | Fecha | |
|---|---|---|---|
| Supervised Learning for Semantic Classification of Spanish Collocations | Lecture Notes in Computer Science | 2010-09-27 | |
| Supervised Machine Learning for Predicting the Meaning of Verb-Noun Combinations in Spanish | Lecture Notes in Computer Science; 9th Mexican International Conference on Artificial Intelligence | 2010-11-08 |
| 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 |
| Título | Rol | |
|---|---|---|
| Modelos inteligentes de lenguaje natural para recuperación de información a partir de datos textuales | Responsable técnico | |
| Aprendizaje profundo para datos tabulares. | Colaborador | |
| Optimización combinatoria inteligente con aplicación a entornos urbanos | Colaborador |
| Título | Rol | |
|---|---|---|
| TRADUCCIÓN AUTOMÁTICA PARA LENGUAS CON BAJOS RECURSOS DIGITALES | Responsable técnico |
| Título | Rol | |
|---|---|---|
| Traducción automática para lenguas con bajos recursos digitales | Responsable técnico |
| Título | Rol | |
|---|---|---|
| Investigación y desarrollo de funciones de correlación en conjuntos involutivos | Colaborador | |
| Análisis computacional de similitud semántica en colocaciones y combinaciones libres de palabras | Responsable técnico |
| Título | Rol | |
|---|---|---|
| Análisis de emociones, condiciones mentales, lenguaje persuasivo y lenguaje de odio en los textos en Internet y redes sociales | Indefinido |
| Título | Rol | |
|---|---|---|
| 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 | |
|---|---|---|
| Búsqueda automática de respuestas en textos basada en la similitud semántica y sintáctica | Colaborador | |
| Tratamiento computacional de afectividad en el texto y en la música | Colaborador |
| Título | Rol | |
|---|---|---|
| Análisis sintáctico y semántico de textos aplicado a tareas de educación, derecho y redes sociales. | Colaborador | |
| Desarrollo de métodos de construcción de medidas de asociación para diferentes áreas de aplicación. | Colaborador |
| Título | Rol | |
|---|---|---|
| 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 |
| Título | Rol | |
|---|---|---|
| Desambiguación y agrupación automática de los sentidos de las palabras para las aplicaciones en el procesamiento computacional de lenguaje natural. | Colaborador |
| Alumno | Tesis | Programa | Rol | |
|---|---|---|---|---|
| Diana Anahí Ledesma Roque | "Interpretabilidad del modelo BERT en el contexto de la similitud semántico" | MCC | Director 1 | |
| Mikhail Krasitskii | Automatic Evaluation of Affect of Summarization on Sentiment Analysis | MCC | Director 1 | |
| Maksim Olimpiadi | Automatic Humor Identification in Short Texts Using Maching Learning | MCC | Director 1 | |
| Noman Ashraf | Context-Based Abusive Language Detection | DCC | Director 2 | |
| Cristina Alicia Díaz Jiménez | Coreference Resolution Using Methods of Word Sense Disambiguation | MCC | Director 2 | |
| Amna Naseeb | Detection of Conversational Implicatures using Machine Learning Methods | MCIC | Director 1 | |
| Angel Raul Maldonado Soriano | Large Language Models and Sentiment Analysis for Recommender Systems | MCC | Director 1 | |
| Mesay Gemeda Yigezu | Multilingual Hate Speech Detection for Low Resourced Languages | DCC | Director 1 | |
| Atnafu Lambebo Tonja | Neural Machine Translation for Low Resource Languages | DCC | Director 1 | |
| Christian Efraín Maldonado Sifuentes | Prediction of News Tweets Virality using Linguistic Features and Deep Learning | DCC | Director 2 | |
| Jesús Alexander Alvarado Gutiérrez | Resolución de correferencia con aprendizaje profundo | DCC | Director 2 | |
| Arturo Hernández Miranda | “Funciones léxicas en español utilizando embeddings” | MCC | Director 2 | |
| Jesús Alexander Alvarado Gutiérrez | “Knowledge-rich Techniques for Anaphora Resolution” | MCC | Director 2 |
DCC: 3
MCC: 2
| Alumno | Tesis | Programa | Rol | |
|---|---|---|---|---|
| Emmanuel Quetzalcóatl Castro Munguía | Análisis de emociones en actos del habla para agentes conversacionales con características afectivas | DCC | Director 1 | |
| Moein Shahiki Tash | Cryptocurrency Discourse Analysis Using Machine Learning | DCC | Director 1 | |
| Alan Rodrigo López López | Herramienta de diálogo automatizada para apoyar el diagnóstico de enfermedades mentales | MCC | Director 1 | |
| Antonia Almudena López Gómez | Hybrid Method for Measuring Semantic Similarity in Computational Linguistics | MCC | Director 1 | |
| Cecilia González Servín | Traducción automática purépecha-español usando modelos grandes de lenguaje | DCC | Director 1 |
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