El quehacer cotidiano de los investigadores y estudiantes que forman parte de la comunidad académica del Centro de Investigación en Computación (CIC) se traduce en la generación de diversos productos, entre los que destaca la publicación de artículos de investigación de calidad internacional indexados en JCR e ISI, la publicación de libros y capítulos de libros derivados de proyectos de investigación, presentación de trabajos en congresos internacionales, así como la generación de solicitudes de formas de protección de propiedad intelectual, como patentes, derechos de autor, y modelos de utilidad, entre otros.



Lista de publicaciones del año 2024 al 2019 por: Gelbukh Alexander

Título ↨ Tipo↨ Subtipo↨ Descripción↨ Año↨
Question-answering and recommendation system on cooking recipes Revista CONACYT Computación y Sistemas 2021
Improving aspect-level sentiment analysis with aspect extraction Revista JCR Neural Computing and Applications 2022
Sentiment Analysis Is a Big Suitcase Revista JCR IEEE Intelligent Systems 2020
Multi-Instrument Based N-Grams for Composer Classification Task Revista CONACYT Computación y Sistemas 2024
ProficiencyRank: Automatically ranking expertise in online collaborative social networks Revista JCR Information Sciences 2022
Comprehensive Survey: Approaches to Emerging Technologies Detection within Scientific Publications Revista CONACYT Computación y Sistemas 2022
Low-Resource Neural Machine Translation Improvement Using Source-Side Monolingual Data Revista JCR Applied Sciences (Switzerland) 2023
word2set: WordNet-Based Word Representation Rivaling Neural Word Embedding for Lexical Similarity and Sentiment Analysis Revista JCR IEEE Computational Intelligence Magazine 2019
YouTube based religious hate speech and extremism detection dataset with machine learning baselines Revista JCR Journal of Intelligent and Fuzzy Systems 2022
Automatic Abusive Language Detection in Urdu Tweets Revista JCR Acta Polytechnica Hungarica 2022
Computational Linguistics: Introduction to the Thematic Issue (Editorial) Revista CONACYT Computación y Sistemas 2019
Improved Change Detection in Remote Sensed Images by Artificial Intelligence Techniques Revista JCR Journal of the Indian Society of Remote Sensing 2021
Automatic prediction of citability of scientific articles by stylometry of their titles and abstracts Revista JCR Scientometrics 2020
Exemplars-Guided Empathetic Response Generation Controlled by the Elements of Human Communication Revista JCR IEEE Access 2022
Abusive language detection in youtube comments leveraging replies as conversational context Revista JCR Peerj Computer Science 2021
Methods and trends of machine reading comprehension in the Arabic language Revista JCR Computación y Sistemas 2020
Threatening Language Detection and Target Identification in Urdu Tweets Revista JCR IEEE Access 2021
Sentiment and Sarcasm Classification With Multitask Learning Revista JCR IEEE Intelligent Systems 2019
Prior latent distribution comparison for the RNN Variational Autoencoder in low-resource language modeling Revista JCR Journal of Intelligent and Fuzzy Systems 2022
Regret and Hope on Transformers: An Analysis of Transformers on Regret and Hope Speech Detection Datasets Revista JCR Applied Sciences (Switzerland) 2023
A Comprehensive Review on Automatic Text Summarization Revista CONACYT Computación y Sistemas 2023
Highly Language-Independent Word Lemmatization Using a Machine-Learning Classifier Revista CONACYT Computación y Sistemas 2020
Urdu Sentiment Analysis With Deep Learning Methods Revista JCR IEEE Access 2021
Short-answer grading using textual entailment Revista JCR Journal of Intelligent & Fuzzy Systems 2019
Automatic Hate Speech Detection Using CNN Model and Word Embedding Revista CONACYT Computación y Sistemas 2022
Composer classification using melodic combinatorial n-grams[Formula presented] Revista JCR Expert Systems with Applications 2024
CookingQA: Answering Questions and Recommending Recipes Based on Ingredients Revista JCR Arabian Journal for Science and Engineering 2021
Recognizing Emotion Cause in Conversations Revista JCR Cognitive Computation 2021
Recent trends in deep learning based personality detection Revista JCR Artificial Intelligent Review 2020
Fake News detection using n-grams for PAN@CLEF competition Revista JCR Journal of Intelligent & Fuzzy Systems 2022
PolyHope: Two-level hope speech detection from tweets Revista JCR Expert Systems with Applications 2023
Clinical Text Mining in Spanish Enhanced by Negation Detection and Named Entity Recognition Revista CONACYT Computación y Sistemas 2023
Multimodal Learning Based Spatial Relation Identification Revista CONACYT Computación y Sistemas 2020
Machine learning-based guilt detection in text Revista JCR Scientific Reports 2023
Resolución de anáfora directa basada en conocimiento para pronombres definitivos Revista CONACYT Computación y Sistemas 2021
Generating image captions through multimodal embedding Revista JCR Journal of Intelligent & Fuzzy Systems 2019
Topic-Aware Sentiment Analysis of News Articles Revista CONACYT Computacion y Sistemas 2022
Reaching for upper bound ROUGE score of extractive summarization methods Revista JCR PeerJ Computer Science 2022
Scientific Text Entailment and a Textual-Entailment-based framework for cooking domain question answering Revista JCR Sadhana - Academy Proceedings in Engineering Sciences 2021
Question Classification and Answer Extraction for Developing a Cooking QA System Revista CONACYT Computación y Sistemas 2020
WikiDes: A Wikipedia-based dataset for generating short descriptions from paragraphs Revista JCR Information Fusion 2023
Binary vector transformation of math formula for mathematical information retrieval Revista JCR Journal of Intelligent & Fuzzy Systems 2019
ReDDIT: Regret detection and domain identification from text Revista JCR Expert Systems with Applications 2023
Bend the truth: Benchmark dataset for fake news detection in Urdu language and its evaluation Revista JCR Journal of Intelligent & Fuzzy Systems 2020
Topic-Based Image Caption Generation Revista JCR Arabian Journal for Science and Engineering 2020
What goes on inside rumour and non-rumour tweets and their reactions: A psycholinguistic analyses Revista JCR Computers in Human Behavior 2022
Sarcasm detection framework using context, emotion and sentiment features Revista JCR Expert Systems with Applications 2023
Leveraging label hierarchy using transfer and multi-task learning: A case study on patent classification Revista JCR Neurocomputing 2021
Automatic Detection of Semantic Classes of Verb-Noun Collocations Revista CONACYT Computación y Sistemas 2020
Multi-label emotion classification in texts using transfer learning Revista JCR Expert Systems with Applications 2023
Analysis on application of swarm-based techniques in processing remote sensed data Revista JCR Earth Science Informatics 2020
From Words to Paragraphs: Modeling Sentiment Dynamics in Notes from Underground with GPT-4 by Differential Equations Via Quantile Regression Analysis Revista CONACYT Computación y Sistemas 2024
A study of lexical function detection with word2vec and supervised machine learning Revista JCR Journal of Intelligent & Fuzzy Systems 2020
Transformer-based extractive social media question answering on tweetqa Revista CONACYT Computación y Sistemas 2021
Medical events extraction to analyze clinical records with conditional random fields Revista JCR Journal of Intelligent & Fuzzy Systems 2019
Multi-label emotion classification of Urdu tweets Revista JCR PeerJ Computer Science 2022
Measuring semantic gap between user-generated content and product descriptions through compression comparison in e-commerce Revista JCR Information Sciences 2023
Extracting Context of Math Formulae Contained inside Scientific Documents Revista CONACYT Computación y Sistemas 2019
Resurrection: The Khazar Language Reconstruction Using Computer Science Technologies Revista CONACYT Computación y Sistemas 2024
Greedy Optimization Method for Extractive Summarization of Scientific Articles Revista JCR IEEE Access 2022
On Causality Problem in Natural Language Processing Field Revista CONACYT Computación y Sistemas 2022
A convolutional neural network approach for gender and language variety identification Revista JCR Journal of Intelligent & Fuzzy Systems 2019
Survey of Fake News Datasets and Detection Methods in European and Asian Languages Revista JCR Acta Polytechnica Hungarica 2022
LIDOMA at HOMO-MEX2023@IberLEF: Hate Speech Detection Towards the Mexican Spanish-Speaking LGBT+ Population. The Importance of Preprocessing Before Using BERT-Based Models Congreso Memoria 2023 Iberian Languages Evaluation Forum, IberLEF 2023 2023
TUG-CIC at SemEval-2021 Task 6: Two-stage Fine-tuning for Intended Sarcasm Detection Congreso Memoria 16th International Workshop on Semantic Evaluation, SemEval 2022 2022
Evaluating the Impact of OCR Quality on Short Texts Classification Task Congreso Memoria 21st Mexican International Conference on Artificial Intelligence, MICAI 2022 2022
UrduFake@FIRE2020: Shared Track on Fake News Identification in Urdu Congreso Memoria 12th Annual Meeting of the Forum for Information Retrieval Evaluation, FIRE 2020 2020
Comparing Transformer-Based Machine Translation Models for Low-Resource Languages of Colombia and Mexico Congreso Memoria 22nd Mexican International Conference on Artificial Intelligence, MICAI 2023 2023
Change detection in remote-sensed data by particle swarm optimized edge detection image segmentation technique Congreso Memoria International Conference on Innovative Data Communication Technologies and Application, ICIDCA 2020 2020
PerSent 2.0: Persian sentiment lexicon enriched with domain-specific words Congreso Memoria 10th International Conference on Brain Inspired Cognitive Systems, BICS 2019 2019
Transfer Learning from Multilingual DeBERTa for Sexism Identification Congreso Memoria 2022 Iberian Languages Evaluation Forum, IberLEF 2022 2022
Mining Hidden Topics from Newspaper Quotations: The COVID-19 Pandemic Congreso Memoria 19th Mexican International Conference on Artificial Intelligence, MICAI 2020 2020
Habesha@DravidianLangTech 2024: Detecting Fake News Detection in Dravidian Languages using Deep Learning Congreso Memoria 4th Workshop on Speech, Vision, and Language Technologies for Dravidian Languages, DravidianLangTech 2024 2024
CIC at CheckThat! 2022: Multi-class and Cross-lingual Fake News Detection Congreso Memoria 2022 Conference and Labs of the Evaluation Forum, CLEF 2022 2022
Hybrid Change Detection Technique with Particle Swarm Optimization for Land Use Land Cover Using Remote-Sensed Data Congreso Memoria International Conference on Data Analytics and Management, ICDAM 2023 2023
Genetic Algorithm Implementation for Improved Change Detection on Remote Sensed Data Congreso Memoria 2nd International Conference on Electronics and Sustainable Communication Systems, ICESC 2021 2021
Transformer-Based Hate Speech Detection for Multi-Class and Multi-Label Classification Congreso Memoria 2023 Iberian Languages Evaluation Forum, IberLEF 2023 2023
The Effect of Normalization for Bi-directional Amharic-English Neural Machine Translation Congreso Memoria 2022 International Conference on Information and Communication Technology for Development for Africa, ICT4DA 2022 2022
Fida @DravidianLangTech 2024: A Novel Approach to Hate Speech Detection Using Distilbert-base-multilingual-cased Congreso Memoria 4th Workshop on Speech, Vision, and Language Technologies for Dravidian Languages, DravidianLangTech 2024 2024
Parallel Corpus for Indigenous Language Translation: Spanish-Mazatec and Spanish-Mixtec Congreso Memoria 3rd Workshop on Natural Language Processing for Indigenous Languages of the Americas, AmericasNLP 2023, co-located with ACL 2023 2023
A Multiclass Depression Detection in Social Media Based on Sentiment Analysis Congreso Memoria 17th International Conference on Information Technology: New Generations, ITNG 2020 2020
GAN-BERT, an Adversarial Learning Architecture for Paraphrase Identification Congreso Memoria 2022 Iberian Languages Evaluation Forum, IberLEF 2022 2022
NLP-CIC @ DIACR-Ita: POS and neighbor based distributional models for lexical semantic change in diachronic Italian corpora Congreso Memoria 7th Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop, EVALITA 2020 2020
The Combination of BERT and Data Oversampling for Relation Set Prediction Congreso Memoria 2nd SeMantic Answer Type and Relation Prediction Task at ISWC Semantic Web Challenge, SMART 2021 2021
Tayyab@DravidianLangTech 2024:Detecting Fake News in Malayalam LSTM Approach and Challenges Congreso Memoria 4th Workshop on Speech, Vision, and Language Technologies for Dravidian Languages, DravidianLangTech 2024 2024
mBERT and Simple Post-Processing: A Baseline for Disease Mention Detection in Spanish Congreso Memoria 2022 Conference and Labs of the Evaluation Forum, CLEF 2022 2022
Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment Analysis Congreso Indefinido 23rd ACM International Conference on Multimodal Interaction, ICMI 2021 2021
Zavira at HOPE2023@IberLEF: Hope Speech Detection from Text using TF-IDF Features and Machine Learning Algorithms Congreso Memoria 2023 Iberian Languages Evaluation Forum, IberLEF 2023 2023
Improving Neural Machine Translation for Low Resource Languages Using Mixed Training: The Case of Ethiopian Languages Congreso Memoria 21st Mexican International Conference on Artificial Intelligence, MICAI 2022 2022
MIME: MIMicking emotions for empathetic response generation Congreso Memoria 2020 Conference on Empirical Methods in Natural Language Processing, EMNLP 2020 2020
Enhancing Translation for Indigenous Languages: Experiments with Multilingual Models Congreso Memoria 3rd Workshop on Natural Language Processing for Indigenous Languages of the Americas, AmericasNLP 2023, co-located with ACL 2023 2023
DialogueGCN: A graph convolutional neural network for emotion recognition in conversation Congreso Memoria 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, EMNLP-IJCNLP 2019 2019
Multi-Task Learning for Detection of Aggressive and Violent Incidents from Social Media Congreso Memoria 2022 Iberian Languages Evaluation Forum, IberLEF 2022 2022
Question Classification in a Question Answering System on Cooking Congreso Memoria 19th Mexican International Conference on Artificial Intelligence, MICAI 2020 2020
EmoThreat@FIRE2022: Shared Track on Emotions and Threat Detection in Urdu Congreso Memoria 14th Annual Forum for Information Retrieval Evaluation 2022
Selam@DravidianLangTech 2024:Identifying Hate Speech and Offensive Language Congreso Memoria 4th Workshop on Speech, Vision, and Language Technologies for Dravidian Languages, DravidianLangTech 2024 2024
Mexican Spanish Paraphrase Identification using Data Augmentation Congreso Memoria 2022 Iberian Languages Evaluation Forum, IberLEF 2022 2022
COVID-19 on the Time, Countries Deaths Monitoring and Comparison Dealing with the Pandemic Congreso Indefinido 20th Mexican International Conference on Artificial Intelligence, MICAI 2021 2021
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 Congreso Memoria 6th Workshop on Challenges and Applications of Automated Extraction of Socio-Political Events from Text, CASE 2023 2023
COSMIC: COmmonSense knowledge for eMotion identification in conversations Congreso Memoria Findings of the Association for Computational Linguistics, ACL 2020: EMNLP 2020 2020
Multilingual Sexism Identification Using Contrastive Learning Congreso Memoria 24th Working Notes of the Conference and Labs of the Evaluation Forum, CLEF-WN 2023 2023
Evaluation of intermediate pre-training for the detection of offensive language Congreso Memoria 2021 Iberian Languages Evaluation Forum, IberLEF 2021 2021
Using Transformers on Noisy vs. Clean Data for Paraphrase Identification in Mexican Spanish Congreso Memoria 2022 Iberian Languages Evaluation Forum, IberLEF 2022 2022
Information Retrieval-Based Question Answering System on Foods and Recipes Congreso Memoria 19th Mexican International Conference on Artificial Intelligence, MICAI 2020 2020
Zavira@DravidianLangTech 2024:Telugu hate speech detection using LSTM Congreso Memoria 4th Workshop on Speech, Vision, and Language Technologies for Dravidian Languages, DravidianLangTech 2024 2024
UrduFake@FIRE2021: Shared Track on Fake News Identification in Urdu Congreso Indefinido 13th Annual Meeting of the Forum for Information Retrieval Evaluation, FIRE 2021 2021
GAN-BERT: Adversarial Learning for Detection of Aggressive and Violent Incidents from Social Media Congreso Memoria 2022 Iberian Languages Evaluation Forum, IberLEF 2022 2022
An Approach to Mizo Language News Classification Using Machine Learning Congreso Memoria 5th International Conference on Information and Communication Technology for Development for Africa, ICT4DA 2023 2023
Overview of the shared task on fake news detection in urdu at FIRE 2020 Congreso Memoria 12th Forum for Information Retrieval Evaluation, FIRE-WN 2020 2020
Analysis of COVID-19 Pandemic Using Artificial Intelligence Congreso Memoria 19th Mexican International Conference on Artificial Intelligence, MICAI 2020 2020
CIC@LT-EDI-ACL2022: Are transformers the only hope? Hope speech detection for Spanish and English comments Congreso Memoria 2nd Workshop on Language Technology for Equality, Diversity and Inclusion, LTEDI 2022 2022
Habesha@DravidianLangTech: Utilizing Deep and Transfer Learning Approaches for Sentiment Analysis Congreso Memoria 3rd Workshop on Speech and Language Technologies for Dravidian Languages, DravidianLangTech 2023 2023
Virality Prediction for News Tweets Using RoBERTa Congreso Memoria 20th Mexican International Conference on Artificial Intelligence, MICAI 2021 2021
Sentiment Detection in Economics Texts Congreso SCOPUS 19th Mexican International Conference on Artificial Intelligence, MICAI 2020 2020
MF-SET: A Multitask Learning Framework for Student Evaluation of Teaching Congreso Memoria 8th Future Technologies Conference, FTC 2023 2023
Paraphrase Identification: Lightweight Effective Methods Based Features from Pre-trained Models Congreso Memoria 2022 Iberian Languages Evaluation Forum, IberLEF 2022 2022
NLP-CIC @ PRELEARN: Mastering prerequisites relations, from handcrafted features to embeddings Congreso Memoria 7th Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop, EVALITA 2020 2020
UrduThreat@ FIRE2021: Shared Track on Abusive Threat Identification in Urdu Congreso Indefinido 13th Annual Meeting of the Forum for Information Retrieval Evaluation, FIRE 2021 2021
Comparison of Text Classification Methods Using Deep Learning Neural Networks Congreso Memoria 20th International Conference on Computational Linguistics and Intelligent Text Processing, CICLing 2019 2019
Evaluating the Effectiveness of Hybrid Features in Fake News Detection on Social Media Congreso Memoria 5th International Conference on Information and Communication Technology for Development for Africa, ICT4DA 2023 2023
NLP-CIC at HASOC 2020: Multilingual offensive language detection using all-in-one model Congreso Memoria 12th Forum for Information Retrieval Evaluation, FIRE-WN 2020 2020
ParTNER: Paragraph Tuning for Named Entity Recognition on Clinical Cases in Spanish using mBERT + Rules Congreso Memoria 2022 Iberian Languages Evaluation Forum, IberLEF 2022 2022
Acronym Identification using Transformers and Flair Framework Congreso Memoria 2022 Workshop on Scientific Document Understanding, SDU 2022 2022
LIDOMA@DravidianLangTech: Convolutional Neural Networks for Studying Correlation Between Lexical Features and Sentiment Polarity in Tamil and Tulu Languages Congreso Memoria 3rd Workshop on Speech and Language Technologies for Dravidian Languages, DravidianLangTech 2023 2023
Plagiarism Detection in Students’ Answers Using FP-Growth Algorithm Congreso Memoria 20th Mexican International Conference on Artificial Intelligence, MICAI 2021 2021
Depression Detection in Social Media Using a Psychoanalytical Technique for Feature Extraction and a Cognitive Based Classifier Congreso SCOPUS 19th Mexican International Conference on Artificial Intelligence, MICAI 2020 2020
LIDOMA at HOPE2023@IberLEF: Hope Speech Detection Using Lexical Features and Convolutional Neural Networks Congreso Memoria 2023 Iberian Languages Evaluation Forum, IberLEF 2023 2023
CIC at CheckThat! 2021: Fake news detection using machine learning and data augmentation Congreso Memoria 2021 Working Notes of CLEF - Conference and Labs of the Evaluation Forum, CLEF-WN 2021 2021
Detection of Aggressive and Violent Incidents from Social Media in Spanish using Pre-trained Language Model Congreso Memoria 2022 Iberian Languages Evaluation Forum, IberLEF 2022 2022
Sequential Models for Sentiment Analysis: A Comparative Study Congreso Memoria 21st Mexican International Conference on Artificial Intelligence, MICAI 2022 2022
Authorship attribution through punctuation n-grams and averaged combination of SVM notebook for PAN at CLEF 2019 Congreso Memoria 20th Working Notes of CLEF Conference and Labs of the Evaluation Forum, CLEF 2019 2019
Individual vs. Group Violent Threats Classification in Online Discussions Congreso Memoria 29th International World Wide Web Conference, WWW 2020 2020
Stock Market Performance Analytics Using XGBoost Congreso Memoria 22nd Mexican International Conference on Artificial Intelligence, MICAI 2023 2023
Sexism identification using bert and data augmentation - Exist2021 Congreso Memoria 2021 Iberian Languages Evaluation Forum, IberLEF 2021 2021
Lexical Function Identification Using Word Embeddings and Deep Learning Congreso Memoria 18th Mexican International Conference on Artificial Intelligence, MICAI 2019 2019
THANGCIC at PoliticEs 2022: Term-based BERT for Extracting Political Ideology from Spanish Author Profiling Congreso Memoria 2022 Iberian Languages Evaluation Forum, IberLEF 2022 2022
DialogueRNN: An attentive RNN for emotion detection in conversations Congreso Memoria 33rd AAAI Conference on Artificial Intelligence, AAAI 2019, 31st Annual Conference on Innovative Applications of Artificial Intelligence, IAAI 2019 and the 9th AAAI Symposium on Educational Advances i 2019
Lidoma@DravidianLangTech 2024: Identifying Hate Speech in Telugu Code-Mixed: A BERT Multilingual Congreso Memoria 4th Workshop on Speech, Vision, and Language Technologies for Dravidian Languages, DravidianLangTech 2024 2024
The Combination of BERT and Data Oversampling for Answer Type Prediction Congreso Indefinido 2nd SeMantic Answer Type and Relation Prediction Task at ISWC Semantic Web Challenge, SMART 2021 2021
CIC@PAN: Simplifying Irony Profiling using Twitter Data Congreso Memoria 2022 Conference and Labs of the Evaluation Forum, CLEF 2022 2022
Habesha@DravidianLangTech: Abusive Comment Detection using Deep Learning Approach Congreso Memoria 3rd Workshop on Speech and Language Technologies for Dravidian Languages, DravidianLangTech 2023 2023
Determining the Relationship Between the Letters in the Voynich Manuscript Splitting the Text into Parts Congreso Memoria 20th Mexican International Conference on Artificial Intelligence, MICAI 2021 2021
Automatic Story Generation: State of the Art and Recent Trends Congreso SCOPUS 19th Mexican International Conference on Artificial Intelligence, MICAI 2020 2020