| 2025 | CISS | Synthetic Time Series Data Generation for Healthcare Applications: A PCG Case Study. | Ainaz Jamshidi, Muhammad Arif, Sabir Ali Kalhoro, Alexander F. Gelbukh |
| 2025 | COLING | TechExperts(IPN) at GenAI Detection Task 1: Detecting AI-Generated Text in English and Multilingual Contexts. | Gull Mehak, Amna Qasim, Abdul Gafar Manuel Meque, Nisar Hussain, Grigori Sidorov, Alexander F. Gelbukh |
| 2024 | AI | Instruction Tuning of LLMs for Multi-label Emotion Classification in Social Media Content. | Muhammad Hammad Fahim Siddiqui, Diana Inkpen, Alexander F. Gelbukh |
| 2024 | IV | Towards Interpretable Emotion Classification: Evaluating LIME, SHAP, and Generative AI for Decision Explanations. | Muhammad Hammad Fahim Siddiqui, Diana Inkpen, Alexander F. Gelbukh |
| 2024 | NAACL | NLP Progress in Indigenous Latin American Languages. | Atnafu Lambebo Tonja, Fazlourrahman Balouchzahi, Sabur Butt, Olga Kolesnikova, Hector G. Ceballos, Alexander F. Gelbukh, Thamar Solorio |
| 2022 | AAAI | Acronym Identification using Transformers and Flair Framework. | Fazlourrahman Balouchzahi, Oxana Vitman, Hosahalli Lakshmaiah Shashirekha, Grigori Sidorov, Alexander F. Gelbukh |
| 2022 | COLING | NLP-CIC-WFU at SocialDisNER: Disease Mention Extraction in Spanish Tweets Using Transfer Learning and Search by Propagation. | Antonio Tamayo, Alexander F. Gelbukh, Diego A. Burgos |
| 2022 | COLING | CIC NLP at SMM4H 2022: a BERT-based approach for classification of social media forum posts. | Atnafu Lambebo Tonja, Olumide Ebenezer Ojo, Mohammed Arif Khan, Abdul Gafar Manuel Meque, Olga Kolesnikova, Grigori Sidorov, Alexander F. Gelbukh |
| 2021 | ICMI | Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment Analysis. | Wei Han, Hui Chen, Alexander F. Gelbukh, Amir Zadeh, Louis-Philippe Morency, Soujanya Poria |
| 2020 | EMNLP | COSMIC: COmmonSense knowledge for eMotion Identification in Conversations. | Deepanway Ghosal, Navonil Majumder, Alexander F. Gelbukh, Rada Mihalcea, Soujanya Poria |
| 2020 | EMNLP | MIME: MIMicking Emotions for Empathetic Response Generation. | Navonil Majumder, Pengfei Hong, Shanshan Peng, Jiankun Lu, Deepanway Ghosal, Alexander F. Gelbukh, Rada Mihalcea, Soujanya Poria |
| 2020 | WWW | Individual vs. Group Violent Threats Classification in Online Discussions. | Noman Ashraf, Rabia Mustafa, Grigori Sidorov, Alexander F. Gelbukh |
| 2019 | AAAI | DialogueRNN: An Attentive RNN for Emotion Detection in Conversations. | Navonil Majumder, Soujanya Poria, Devamanyu Hazarika, Rada Mihalcea, Alexander F. Gelbukh, Erik Cambria |
| 2019 | CICLING | Comparison of Text Classification Methods Using Deep Learning Neural Networks. | Maaz Amjad, Alexander F. Gelbukh, Ilia Voronkov, Anna Saenko |
| 2019 | EMNLP | DialogueGCN: A Graph Convolutional Neural Network for Emotion Recognition in Conversation. | Deepanway Ghosal, Navonil Majumder, Soujanya Poria, Niyati Chhaya, Alexander F. Gelbukh |
| 2018 | CICLING | Addressing the Issue of Unavailability of Parallel Corpus Incorporating Monolingual Corpus on PBSMT System for English-Manipuri Translation. | Amika Achom, Partha Pakray, Alexander F. Gelbukh |
| 2018 | CICLING | An Abstractive Text Summarization Using Recurrent Neural Network. | Dipanwita Debnath, Partha Pakray, Ranjita Das, Alexander F. Gelbukh |
| 2018 | COLING | Aggression Detection in Social Media: Using Deep Neural Networks, Data Augmentation, and Pseudo Labeling. | Segun Taofeek Aroyehun, Alexander F. Gelbukh |
| 2018 | EMNLP | IARM: Inter-Aspect Relation Modeling with Memory Networks in Aspect-Based Sentiment Analysis. | Navonil Majumder, Soujanya Poria, Alexander F. Gelbukh, Md. Shad Akhtar, Erik Cambria, Asif Ekbal |
| 2017 | CICLING | Designing an Ontology for Physical Exercise Actions. | Sandeep Kumar Dash, Partha Pakray, Robert Porzel, Jan D. Smeddinck, Rainer Malaka, Alexander F. Gelbukh |
| 2017 | CICLING | Adaptation of Sentiment Analysis Techniques to Persian Language. | Kia Dashtipour, Amir Hussain, Alexander F. Gelbukh |
| 2017 | IJCNLP | NITMZ-JU at IJCNLP-2017 Task 4: Customer Feedback Analysis. | Somnath Banerjee, Partha Pakray, Riyanka Manna, Dipankar Das, Alexander F. Gelbukh |
| 2016 | CICLING | Adam Kilgarriff's Legacy to Computational Linguistics and Beyond. | Roger Evans, Alexander F. Gelbukh, Gregory Grefenstette, Patrick Hanks, Milos Jakubcek, Diana McCarthy, Martha Palmer, Ted Pedersen, Michael Rundell, Pavel Rychl, Serge Sharoff, David Tugwell |
| 2016 | CICLING | Multiword Expressions (MWE) for Mizo Language: Literature Survey. | Goutam Majumder, Partha Pakray, Zoramdinthara Khiangte, Alexander F. Gelbukh |
| 2015 | CICLING | Modelling Public Sentiment in Twitter: Using Linguistic Patterns to Enhance Supervised Learning. | Prerna Chikersal, Soujanya Poria, Erik Cambria, Alexander F. Gelbukh, Chng Eng Siong |
| 2015 | CICLING | Mining Parallel Resources for Machine Translation from Comparable Corpora. | Santanu Pal, Partha Pakray, Alexander F. Gelbukh, Josef van Genabith |
| 2015 | EMNLP | Deep Convolutional Neural Network Textual Features and Multiple Kernel Learning for Utterance-level Multimodal Sentiment Analysis. | Soujanya Poria, Erik Cambria, Alexander F. Gelbukh |
| 2014 | ACL | Open Information Extraction for Spanish Language based on Syntactic Constraints. | Alisa Zhila, Alexander F. Gelbukh |
| 2014 | CICLING | An IR-Based Strategy for Supporting Chinese-Portuguese Translation Services in Off-line Mode. | Jordi Centelles, Marta Ruiz Costa-juss, Rafael E. Banchs, Alexander F. Gelbukh |
| 2014 | CICLING | Graph Ranking on Maximal Frequent Sequences for Single Extractive Text Summarization. | Yulia Ledeneva, Ren Arnulfo Garca-Hernndez, Alexander F. Gelbukh |
| 2014 | CICLING | Dependency-Based Semantic Parsing for Concept-Level Text Analysis. | Soujanya Poria, Basant Agarwal, Alexander F. Gelbukh, Amir Hussain, Newton Howard |
| 2014 | CICLING | Statistical Relational Learning to Recognise Textual Entailment. | Miguel Rios, Lucia Specia, Alexander F. Gelbukh, Ruslan Mitkov |
| 2013 | CICLING | Link Analysis for Representing and Retrieving Legal Information. | Alfredo Lpez Monroy, Hiram Calvo, Alexander F. Gelbukh, Georgina Garca Pacheco |
| 2013 | CICLING | Syntactic Dependency-Based N-grams: More Evidence of Usefulness in Classification. | Grigori Sidorov, Francisco Velasquez, Efstathios Stamatatos, Alexander F. Gelbukh, Liliana Chanona-Hernndez |
| 2013 | ICCS | Summarizing Conceptual Graphs for Automatic Summarization Task. | Sabino Miranda-Jimnez, Alexander F. Gelbukh, Grigori Sidorov |
| 2013 | RecSys | Towards User Profile-based Interfaces for Exploration of Large Collections of Items. | Claudia Jeanneth Becerra, Sergio Jimnez, Alexander F. Gelbukh |
| 2012 | CICLING | Age-Related Temporal Phrases in Spanish and Italian. | Sofa N. Galicia-Haro, Alexander F. Gelbukh |
| 2012 | ICDM | Enriching SenticNet Polarity Scores through Semi-Supervised Fuzzy Clustering. | Soujanya Poria, Alexander F. Gelbukh, Erik Cambria, Dipankar Das, Sivaji Bandyopadhyay |
| 2011 | CICLING | Dependency Syntax Analysis Using Grammar Induction and a Lexical Categories Precedence System. | Hiram Calvo, Omar Jurez-Gambino, Alexander F. Gelbukh, Kentaro Inui |
| 2011 | CICLING | Answer Validation Using Textual Entailment. | Partha Pakray, Alexander F. Gelbukh, Sivaji Bandyopadhyay |
| 2010 | CICLING | A Syntactic Textual Entailment System Based on Dependency Parser. | Partha Pakray, Alexander F. Gelbukh, Sivaji Bandyopadhyay |
| 2010 | NLDB | Automatic Term Extraction Using Log-Likelihood Based Comparison with General Reference Corpus. | Alexander F. Gelbukh, Grigori Sidorov, Eduardo Lavin-Villa, Liliana Chanona-Hernndez |
| 2010 | SPIRE | Text Comparison Using Soft Cardinality. | Sergio Jimnez, Fabio A. Gonzlez, Alexander F. Gelbukh |
| 2009 | CIARP | Incorporating Linguistic Information to Statistical Word-Level Alignment. | Eduardo Cendejas, Grettel Barcel, Alexander F. Gelbukh, Grigori Sidorov |
| 2009 | CICLING | Generalized Mongue-Elkan Method for Approximate Text String Comparison. | Sergio Jimnez, Claudia Jeanneth Becerra, Alexander F. Gelbukh, Fabio A. Gonzlez |
| 2009 | CICLING | NLP for Shallow Question Answering of Legal Documents Using Graphs. | Alfredo Monroy, Hiram Calvo, Alexander F. Gelbukh |
| 2009 | GECCO | Adaptive evolution: an efficient heuristic for global optimization. | Francisco Viveros Jimnez, Efrn Mezura-Montes, Alexander F. Gelbukh |
| 2009 | NLDB | Hybrid Algorithm for Word-Level Alignment of Parallel Texts. | Eduardo Cendejas, Grettel Barcel, Alexander F. Gelbukh, Grigori Sidorov |
| 2008 | CICLING | Various Criteria of Collocation Cohesion in Internet: Comparison of Resolving Power. | Igor A. Bolshakov, Elena I. Bolshakova, Alexey P. Kotlyarov, Alexander F. Gelbukh |
| 2008 | CICLING | Terms Derived from Frequent Sequences for Extractive Text Summarization. | Yulia Ledeneva, Alexander F. Gelbukh, Ren Arnulfo Garca-Hernndez |
| 2008 | NLDB | Division of Spanish Words into Morphemes with a Genetic Algorithm. | Alexander F. Gelbukh, Grigori Sidorov, Diego Lara-Reyes, Liliana Chanona-Hernndez |
| 2007 | CIARP | Distribution-Based Semantic Similarity of Nouns. | Igor A. Bolshakov, Alexander F. Gelbukh |
| 2007 | CICLING | Case-Sensitivity of Classifiers for WSD: Complex Systems Disambiguate Tough Words Better. | Harri M. T. Saarikoski, Steve Legrand, Alexander F. Gelbukh |
| 2007 | ICCSA | Improving the Customization of Natural Language Interface to Databases Using an Ontology. | M. Jose A. Zarate, Rodolfo A. Pazos Rangel, Alexander F. Gelbukh, Joaqun Prez Ortega |
| 2007 | ISPA | Prepositions and Conjunctions in a Natural Language Interfaces to Databases. | Juan Javier Gonzlez Barbosa, Rodolfo A. Pazos Rangel, Alexander F. Gelbukh, Grigori Sidorov, Hctor J. Fraire H., I. Cristina Cruz C. |
| 2007 | NLDB | Two Methods of Evaluation of Semantic Similarity of Nouns Based on Their Modifier Sets. | Igor A. Bolshakov, Alexander F. Gelbukh |
| 2007 | NLDB | Lexical-Based Alignment for Reconstruction of Structure in Parallel Texts. | Alexander F. Gelbukh, Grigori Sidorov, Liliana Chanona-Hernndez |
| 2006 | CIARP | Alignment of Paragraphs in Bilingual Texts Using Bilingual Dictionaries and Dynamic Programming. | Alexander F. Gelbukh, Grigori Sidorov |
| 2006 | NLDB | DILUCT: An Open-Source Spanish Dependency Parser Based on Rules, Heuristics, and Selectional Preferences. | Hiram Calvo, Alexander F. Gelbukh |
| 2006 | NLDB | Studying Evolution of a Branch of Knowledge by Constructing and Analyzing Its Ontology. | Pavel Makagonov, Alejandro Ruiz Figueroa, Alexander F. Gelbukh |
| 2005 | CICLING | Distributional Thesaurus Versus WordNet: A Comparison of Backoff Techniques for Unsupervised PP Attachment. | Hiram Calvo, Alexander F. Gelbukh, Adam Kilgarriff |
| 2005 | CICLING | Unsupervised Learning of P NP P Word Combinations. | Sofa N. Galicia-Haro, Alexander F. Gelbukh |
| 2005 | CICLING | Experiment on Combining Sources of Evidence for Passage Retrieval. | Alexander F. Gelbukh, Namo Kang, Sang-Yong Han |
| 2005 | HIS | Natural Language Processing. | Alexander F. Gelbukh |
| 2005 | NLDB | An Approach to Clustering Abstracts. | Mikhail Alexandrov, Alexander F. Gelbukh, Paolo Rosso |
| 2005 | NLDB | On Some Optimization Heuristics for Lesk-Like WSD Algorithms. | Alexander F. Gelbukh, Grigori Sidorov, Sang-Yong Han |
| 2004 | CIARP | Unsupervised Learning of Ontology-Linked Selectional Preferences. | Hiram Calvo, Alexander F. Gelbukh |
| 2004 | CIARP | Detecting Inflection Patterns in Natural Language by Minimization of Morphological Model. | Alexander F. Gelbukh, Mikhail Alexandrov, Sang-Yong Han |
| 2004 | CIARP | Advanced Relevance Feedback Query Expansion Strategy for Information Retrieval in MEDLINE. | Kwangcheol Shin, Sang-Yong Han, Alexander F. Gelbukh, Jaehwa Park |
| 2004 | CICLING | Extracting Semantic Categories of Nouns for Syntactic Disambiguation from Human-Oriented Explanatory Dictionaries. | Hiram Calvo, Alexander F. Gelbukh |
| 2004 | CICLING | Automatic Syntactic Analysis for Detection of Word Combinations. | Alexander F. Gelbukh, Grigori Sidorov, Sang-Yong Han, Erika Hernndez-Rubio |
| 2004 | NLDB | Synonymous Paraphrasing Using WordNet and Internet. | Igor A. Bolshakov, Alexander F. Gelbukh |
| 2004 | NLDB | Acquiring Selectional Preferences from Untagged Text for Prepositional Phrase Attachment Disambiguation. | Hiram Calvo, Alexander F. Gelbukh |
| 2004 | NLDB | Identification of Composite Named Entities in a Spanish Textual Database. | Sofa N. Galicia-Haro, Alexander F. Gelbukh, Igor A. Bolshakov |
| 2003 | CIARP | Improving Prepositional Phrase Attachment Disambiguation Using the Web as Corpus. | Hiram Calvo, Alexander F. Gelbukh |
| 2003 | CICLING | Approach to Construction of Automatic Morphological Analysis Systems for Inflective Languages with Little Effort. | Alexander F. Gelbukh, Grigori Sidorov |
| 2003 | CICLING | Tool for Computer-Aided Spanish Word Sense Disambiguation. | Yoel Ledo Mezquita, Grigori Sidorov, Alexander F. Gelbukh |
| 2003 | CICLING | A Portable Natural Language Interface for Diverse Databases Using Ontologies. | J. Antonio Zrate M., Rodolfo A. Pazos Rangel, Alexander F. Gelbukh, J. Isabel Padrn C. |
| 2003 | NLDB | On Detection of Malapropisms by Multistage Collocation Testing. | Igor A. Bolshakov, Alexander F. Gelbukh |
| 2003 | NLDB | Selection of Representative Documents for Clusters in a Document Collection. | Alexander F. Gelbukh, Mikhail Alexandrov, Ales Bourek, Pavel Makagonov |
| 2002 | CICLING | Quantitative Comparison of Homonymy in Spanish EuroWordNet and Traditional Dictionaries. | Igor A. Bolshakov, Sofa N. Galicia-Haro, Alexander F. Gelbukh |
| 2002 | CICLING | Automatic Selection of Defining Vocabulary in an Explanatory Dictionary. | Alexander F. Gelbukh, Grigori Sidorov |
| 2002 | CICLING | Compilation of a Spanish Representative Corpus. | Alexander F. Gelbukh, Grigori Sidorov, Liliana Chanona-Hernndez |
| 2002 | ICCS | Text Mining at Detail Level Using Conceptual Graphs. | Manuel Montes-y-Gmez, Alexander F. Gelbukh, Aurelio Lpez-Lpez |
| 2002 | NLDB | On Semantic Classification of Modifiers. | Igor A. Bolshakov, Alexander F. Gelbukh |
| 2001 | CICLING | Chi-Square Classifier for Document Categorization. | Mikhail Alexandrov, Alexander F. Gelbukh, George Lozovoi |
| 2001 | CICLING | Three Mechanisms of Parser Driving for Structure Disambiguation. | Sofa N. Galicia-Haro, Alexander F. Gelbukh, Igor A. Bolshakov |
| 2001 | CICLING | Zipf and Heaps Laws' Coefficients Depend on Language. | Alexander F. Gelbukh, Grigori Sidorov |
| 2001 | CICLING | Finding Correlative Associations among News Topics. | Manuel Montes-y-Gmez, Aurelio Lpez-Lpez, Alexander F. Gelbukh |
| 2001 | DEXA | A Statistical Approach to the Discovery of Ephemeral Associations among News Topics. | Manuel Montes-y-Gmez, Alexander F. Gelbukh, Aurelio Lpez-Lpez |
| 2001 | DEXA | Flexible Comparison of Conceptual GraphsWork done under partial support of CONACyT, CGEPI-IPN, and SNI, Mexico. | Manuel Montes-y-Gmez, Alexander F. Gelbukh, Aurelio Lpez-Lpez, Ricardo A. Baeza-Yates |
| 2001 | SMC | Yet another application of inference in computational linguistics. | Igor A. Bolshakov, Alexander F. Gelbukh |
| 2001 | SMC | Acquiring syntactic information for a government pattern dictionary from large text corpora. | Sofa N. Galicia-Haro, Alexander F. Gelbukh, Igor A. Bolshakov |
| 2001 | SMC | Combining dependency and constituent-based resources for structure disambiguation. | Sofa N. Galicia-Haro, Alexander F. Gelbukh, Igor A. Bolshakov |
| 2001 | SMC | Text mining with conceptual graphs. | Manuel Montes-y-Gmez, Alexander F. Gelbukh, Aurelio Lpez-Lpez, Ricardo A. Baeza-Yates |
| 2001 | SMC | Automatic detection of semantically primitive words using their reachability in an explanatory dictionary. | Grigori Sidorov, Alexander F. Gelbukh |
| 2000 | DEXA | Lazy Query Enrichment: A Method for Indexing Large Specialized Document Bases with Morphology and Concept Hierarchy. | Alexander F. Gelbukh |
| 2000 | DEXA | Information Retrieval with Conceptual Graph Matching. | Manuel Montes-y-Gmez, Aurelio Lpez-Lpez, Alexander F. Gelbukh |
| 2000 | NLDB | A Very Large Database of Collocations and Semantic Links. | Igor A. Bolshakov, Alexander F. Gelbukh |
| 1999 | SPIRE | A Method of Describing Document Contents through Topic Selection. | Alexander F. Gelbukh, Grigori Sidorov, Adolfo Guzmn-Arenas |