| 2025 | EMNLP | MultiMatch: Multihead Consistency Regularization Matching for Semi-Supervised Text Classification. | Iustin Sirbu, Robert-Adrian Popovici, Cornelia Caragea, Stefan Trausan-Matu, Traian Rebedea |
| 2023 | CoDIT | ChatGPT vs Sarcasm - How Well do State of the Art Language Models Handle Sarcasm? | Alexandru-Costin Baroiu, Stefan Trausan-Matu |
| 2022 | ICONIP | Disentangling Exploration and Exploitation in Deep Reinforcement Learning Using Contingency Awareness. | Ionel Hosu, Traian Rebedea, Stefan Trausan-Matu |
| 2021 | AIED | Exploring Dialogism Using Language Models. | Stefan Ruseti, Maria-Dorinela Dascalu, Dragos-Georgian Corlatescu, Mihai Dascalu, Stefan Trausan-Matu, Danielle S. McNamara |
| 2020 | AIED | Multi-document Cohesion Network Analysis: Visualizing Intratextual and Intertextual Links. | Maria-Dorinela Dascalu, Stefan Ruseti, Mihai Dascalu, Danielle S. McNamara, Stefan Trausan-Matu |
| 2020 | ITS | Cohesion Network Analysis: Predicting Course Grades and Generating Sociograms for a Romanian Moodle Course. | Maria-Dorinela Dascalu, Mihai Dascalu, Stefan Ruseti, Mihai Carabas, Stefan Trausan-Matu, Danielle S. McNamara |
| 2020 | SYNASC | Cohesion Network Analysis: Customized Curriculum Management in Moodle. | Gabriel Gutu-Robu, Darius Mihai, Mihai Dascalu, Mihai Carabas, Stefan Trausan-Matu, Sunhea Choi, Keith M. Godfrey, Brigitte Angela Brands, Berthold Koletzko |
| 2019 | AIED | Modeling Collaboration in Online Conversations Using Time Series Analysis and Dialogism. | Robert-Florian Samoilescu, Mihai Dascalu, Maria-Dorinela Sirbu, Stefan Trausan-Matu, Scott A. Crossley |
| 2019 | RANLP | Building a Comprehensive Romanian Knowledge Base for Drug Administration. | Bogdan Nicula, Mihai Dascalu, Maria-Dorinela Sirbu, Stefan Trausan-Matu, Alexandru Nuta |
| 2019 | SYNASC | Source Code Vulnerabilities Detection Using Loosely Coupled Data and Control Flows. | Sergiu Zaharia, Traian Rebedea, Stefan Trausan-Matu |
| 2018 | AIED | Identifying Implicit Links in CSCL Chats Using String Kernels and Neural Networks. | Mihai Masala, Stefan Ruseti, Gabriel Gutu-Robu, Traian Rebedea, Mihai Dascalu, Stefan Trausan-Matu |
| 2018 | AIED | Bring It on! Challenges Encountered While Building a Comprehensive Tutoring System Using ReaderBench. | Marilena Panaite, Mihai Dascalu, Amy M. Johnson, Renu Balyan, Jianmin Dai, Danielle S. McNamara, Stefan Trausan-Matu |
| 2018 | AIED | Predicting Question Quality Using Recurrent Neural Networks. | Stefan Ruseti, Mihai Dascalu, Amy M. Johnson, Renu Balyan, Kristopher J. Kopp, Danielle S. McNamara, Scott A. Crossley, Stefan Trausan-Matu |
| 2018 | AIED | Exploring Online Course Sociograms Using Cohesion Network Analysis. | Maria-Dorinela Sirbu, Mihai Dascalu, Scott A. Crossley, Danielle S. McNamara, Tiffany Barnes, Collin F. Lynch, Stefan Trausan-Matu |
| 2018 | AIMSA | Semantic Meta-search Using Cohesion Network Analysis. | Ionut Daniel Chelcioiu, Dragos Corlatescu, Ionut Cristian Paraschiv, Mihai Dascalu, Stefan Trausan-Matu |
| 2018 | AIMSA | ReadME - Enhancing Automated Writing Evaluation. | Maria-Dorinela Sirbu, Robert-Mihai Botarleanu, Mihai Dascalu, Scott A. Crossley, Stefan Trausan-Matu |
| 2018 | DATA | Algorithms for Computing Inequality Joins. | Brahma Dathan, Stefan Trausan-Matu |
| 2018 | ITS | Scoring Summaries Using Recurrent Neural Networks. | Stefan Ruseti, Mihai Dascalu, Amy M. Johnson, Danielle S. McNamara, Renu Balyan, Kathryn S. McCarthy, Stefan Trausan-Matu |
| 2017 | AIED | ReaderBench Learns Dutch: Building a Comprehensive Automated Essay Scoring System for Dutch Language. | Mihai Dascalu, Wim Westera, Stefan Ruseti, Stefan Trausan-Matu, Hub Kurvers |
| 2017 | CogSci | Modeling Comprehension Processes via Automated Analyses of Dialogism. | Mihai Dascalu, Laura K. Allen, Danielle S. McNamara, Stefan Trausan-Matu, Scott A. Crossley |
| 2017 | ICALT | Unlocking the Power of Word2Vec for Identifying Implicit Links. | Gabriel Gutu, Mihai Dascalu, Stefan Ruseti, Traian Rebedea, Stefan Trausan-Matu |
| 2017 | ICTAI | Exploiting Opinion Influence in Question Answering Systems. | Dumitru-Clementin Cercel, Cristian Onose, Stefan Trausan-Matu, Florin Pop |
| 2017 | SYNASC | Identifying Socio-Cognitive Structures in Online Knowledge Building Communities Using Cohesion Network Analysis. | Nicolae Nistor, Marilena Panaite, Mihai Dascalu, Stefan Trausan-Matu |
| 2017 | SYNASC | ReaderBench: Building Comprehensive Sociograms of Online Communities. | Dorinela Sirbu, Marilena Panaite, Ana Secui, Mihai Dascalu, Nicolae Nistor, Stefan Trausan-Matu |
| 2016 | AAAI | Age of Exposure: A Model of Word Learning. | Mihai Dascalu, Danielle S. McNamara, Scott A. Crossley, Stefan Trausan-Matu |
| 2016 | AIMSA | Classifying Written Texts Through Rhythmic Features. | Mihaela Balint, Mihai Dascalu, Stefan Trausan-Matu |
| 2016 | AIMSA | Extracting Patterns from Educational Traces via Clustering and Associated Quality Metrics. | Marian Cristian Mihaescu, Alexandru Virgil Tanasie, Mihai Dascalu, Stefan Trausan-Matu |
| 2016 | AIMSA | Expressing Sentiments in Game Reviews. | Ana Secui, Maria-Dorinela Sirbu, Mihai Dascalu, Scott A. Crossley, Stefan Ruseti, Stefan Trausan-Matu |
| 2016 | CogSci | Document Cohesion Flow: Striving towards Coherence. | Scott A. Crossley, Mihai Dascalu, Stefan Trausan-Matu, Laura K. Allen, Danielle S. McNamara |
| 2016 | DocEng | Combining Taxonomies using Word2vec. | Tobias Swoboda, Matthias L. Hemmje, Mihai Dascalu, Stefan Trausan-Matu |
| 2016 | ICCCI | What Makes Your Writing Style Unique? Significant Differences Between Two Famous Romanian Orators. | Mihai Dascalu, Daniela Gfu, Stefan Trausan-Matu |
| 2016 | ICALT | Predicting Student Performance and Differences in Learning Styles Based on Textual Complexity Indices Applied on Blog and Microblog Posts: A Preliminary Study. | Elvira Popescu, Mihai Dascalu, Alexandru Becheru, Scott A. Crossley, Stefan Trausan-Matu |
| 2016 | ICTAI | Time Evolution of Writing Styles in Romanian Language. | Daniela Gfu, Mihai Dascalu, Stefan Trausan-Matu, Laura K. Allen |
| 2016 | SYNASC | Extracting Gamers' Opinions from Reviews. | Dorinela Sirbu, Ana Secui, Mihai Dascalu, Scott Andrew Crossley, Stefan Ruseti, Stefan Trausan-Matu |
| 2015 | AIED | Predicting Comprehension from Students' Summaries. | Mihai Dascalu, Larise Lucia Stavarache, Philippe Dessus, Stefan Trausan-Matu, Danielle S. McNamara, Maryse Bianco |
| 2015 | ICAART | Modeling Post-level Sentiment Evolution in Online Forum Threads. | Dumitru-Clementin Cercel, Stefan Trausan-Matu |
| 2015 | LAK | Discourse cohesion: a signature of collaboration. | Mihai Dascalu, Stefan Trausan-Matu, Philippe Dessus, Danielle S. McNamara |
| 2014 | AIMSA | User-Level Opinion Propagation Analysis in Discussion Forum Threads. | Dumitru-Clementin Cercel, Stefan Trausan-Matu |
| 2014 | AIMSA | Voice Control Framework for Form Based Applications. | Ionut Cristian Paraschiv, Mihai Dascalu, Stefan Trausan-Matu |
| 2014 | ICTAI | Reflecting Comprehension through French Textual Complexity Factors. | Mihai Dascalu, Larise Lucia Stavarache, Stefan Trausan-Matu, Philippe Dessus, Maryse Bianco |
| 2014 | ITS | Are Automatically Identified Reading Strategies Reliable Predictors of Comprehension? | Mihai Dascalu, Philippe Dessus, Maryse Bianco, Stefan Trausan-Matu |
| 2014 | ITS | Validating the Automated Assessment of Participation and of Collaboration in Chat Conversations. | Mihai Dascalu, Stefan Trausan-Matu, Philippe Dessus |
| 2014 | SYNASC | Opinion Influence Analysis in Online Forum Threads. | Dumitru-Clementin Cercel, Stefan Trausan-Matu |
| 2013 | AIED | ReaderBench, an Environment for Analyzing Text Complexity and Reading Strategies. | Mihai Dascalu, Philippe Dessus, Stefan Trausan-Matu, Maryse Bianco, Aurlie Nardy |
| 2013 | IM | Collaborative selfish node detection with an incentive mechanism for opportunistic networks. | Radu-Ioan Ciobanu, Ciprian Dobre, Mihai Dascalu, Stefan Trausan-Matu, Valentin Cristea |
| 2013 | MEDES | Ontology-based flexible topic classification of crowdsourcing textual resources. | Stefan Daniel Dumitrescu, Stefan Trausan-Matu, Mihaela Brut, Florence Sdes |
| 2013 | WorldCIST | Network Based Analysis of Intertextual Relations. | Ioan Cristian Ghiban, Stefan Trausan-Matu |
| 2012 | AIMSA | Analyzing Emotional States Induced by News Articles with Latent Semantic Analysis. | Diana Lupan, Mihai Dascalu, Stefan Trausan-Matu, Philippe Dessus |
| 2012 | AIMSA | Towards Automatic Structure Analysis of Digital Musical Content. | Adrian Simion, Stefan Trausan-Matu |
| 2012 | ICALT | A System for the Automatic Analysis of Computer-Supported Collaborative Learning Chats. | Stefan Trausan-Matu, Mihai Dascalu, Traian Rebedea |
| 2012 | ICTAI | Tagging Choreographic Data for Data Mining and Classification. | Catalina-Anca Ioan, Julien Velcin, Stefan Trausan-Matu |
| 2012 | ITS | Identification and Classification of the Most Important Moments from Students' Collaborative Discourses. | Costin-Gabriel Chiru, Stefan Trausan-Matu |
| 2012 | ITS | Textual Complexity and Discourse Structure in Computer-Supported Collaborative Learning. | Stefan Trausan-Matu, Mihai Dascalu, Philippe Dessus |
| 2012 | SYNASC | ARSYS - Article Recommender System. | Cristian Bancu, Monica Dagadita, Mihai Dascalu, Ciprian Dobre, Stefan Trausan-Matu, Adina Magda Florea |
| 2012 | SYNASC | Ant Colony Optimisation for Automatically Populating Ontologies with Individuals. | Mihnea Donciu, Madalina Ionita, Mihai Dascalu, Stefan Trausan-Matu |
| 2011 | EuroPar | Event Log Mining Tool for Large Scale HPC Systems. | Ana Gainaru, Franck Cappello, Stefan Trausan-Matu, Bill Kramer |
| 2011 | IJCAI | Improving Topic Evaluation Using Conceptual Knowledge. | Claudiu Cristian Musat, Julien Velcin, Stefan Trausan-Matu, Marian-Andrei Rizoiu |
| 2011 | ISMIS | Repetition and Rhythmicity Based Assessment Model for Chat Conversations. | Costin-Gabriel Chiru, Valentin Cojocaru, Stefan Trausan-Matu, Traian Rebedea, Dan Mihaila |
| 2011 | ISMIS | Mapping Data Mining Algorithms on a GPU Architecture: A Study. | Ana Gainaru, Emil Slusanschi, Stefan Trausan-Matu |
| 2011 | ISMIS | Concept-Based Topic Model Improvement. | Claudiu Cristian Musat, Julien Velcin, Marian-Andrei Rizoiu, Stefan Trausan-Matu |
| 2011 | ISPDC | Beyond Traditional NLP: A Distributed Solution for Optimizing Chat Processing - Automatic Chat Assessment Using Tagged Latent Semantic Analysis. | Mihai Dascalu, Ciprian Dobre, Stefan Trausan-Matu, Valentin Cristea |
| 2011 | SYNASC | The Runner - Recommender System of Workout and Nutrition for Runners. | Mihnea Donciu, Madalina Ionita, Mihai Dascalu, Stefan Trausan-Matu |
| 2010 | AIMSA | A Deep Insight in Chat Analysis: Collaboration, Evolution and Evaluation, Summarization and Search. | Mihai Dascalu, Traian Rebedea, Stefan Trausan-Matu |
| 2010 | AIMSA | The Impact of Valence Shifters on Mining Implicit Economic Opinions. | Claudiu Cristian Musat, Stefan Trausan-Matu |
| 2010 | CICLING | A Polyphonic Model and System for Inter-animation Analysis in Chat Conversations with Multiple Participants. | Stefan Trausan-Matu, Traian Rebedea |
| 2010 | CSEDU | Automatic Feedback System for Collaborative Learning using Chats and Forums. | Traian Rebedea, Stefan Trausan-Matu, Costin-Gabriel Chiru |
| 2010 | ICALT | Bringing the Social Semantic Web to the Personal Learning Environment. | Vlad Posea, Stefan Trausan-Matu |
| 2010 | ICSoft | Malapropisms Detection and Correction using a Paronyms Dictionary, a Search Engine and Wordnet. | Costin-Gabriel Chiru, Valentin Cojocaru, Traian Rebedea, Stefan Trausan-Matu |
| 2010 | ICSoft | Filling the Gaps using Google 5-Grams Corpus. | Costin-Gabriel Chiru, Andrei Hanganu, Traian Rebedea, Stefan Trausan-Matu |
| 2009 | AIED | Natural Language Processing in support of Learning: Metrics, Feedback, and Connectivity. | Philippe Dessus, Stefan Trausan-Matu, Peter van Rosmalen, Fridolin Wild |
| 2009 | ICALT | The Language Technologies for Lifelong Learning Project. | Adriana J. Berlanga, Peter van Rosmalen, Stefan Trausan-Matu, Paola Monachesi, Gaston Burek |
| 2008 | AIMSA | ASAP- An Advanced System for Assessing Chat Participants. | Mihai Dascalu, Erol-Valeriu Chioasca, Stefan Trausan-Matu |
| 2008 | ISMIS | Autonomous News Clustering and Classification for an Intelligent Web Portal. | Traian Rebedea, Stefan Trausan-Matu |
| 2007 | IDC | Polyphony, a Knowledge-based Chat System Supporting Collaborative Work. | Ciprian Onofreiciuc, Alexandru Rosiu, Alexandru Gartner, Stefan Trausan-Matu |
| 2006 | ISMIS | Flexible Querying of an Intelligent Information System for EU Joint Project Proposals in a Specific Topic. | Stefan Trausan-Matu, Ruxandra Bantea, Vlad Posea, Diana Petrescu, Alexandru Gartner |
| 2002 | ECAI | Adaptivity in Web-Based CALL. | Galia Angelova, Svetla Boytcheva, Ognian Kalaydjiev, Stefan Trausan-Matu, Preslav Nakov, Albena Strupchanska |
| 2002 | ITS | Ontology-Centered Personalized Presentation of Knowledge Extracted from the Web. | Stefan Trausan-Matu, Daniele Maraschi, Stefano A. Cerri |
| 2001 | ICTAI | COREFDRAW-A Tool for Annotation and Visualization of Coreference Data. | Sanda M. Harabagiu, Razvan C. Bunescu, Stefan Trausan-Matu |
| 2000 | AIMSA | Metaphor Processing for Learning Terminology on the Web. | Stefan Trausan-Matu |
| 1992 | AIMSA | COPE - A Flexible Constraint-Based Programming System for Knowledge Processing. | Stefan Trausan-Matu, Mihai Barbuceanu, Gheorghe Ghiculete |
| 1987 | IJCAI | Integrating Declarative Knowledge Programming Styles and Tools in a Structured Object AI Environment. | Mihai Barbuceanu, Stefan Trausan-Matu, Blint Molnr |
| 1986 | AIMSA | XRL: An Evolutionary Multi-Paradigm Environment for AI Programming. | Mihai Barbuceanu, Stefan Trausan-Matu |