| 2026 | AIME | Towards Multidisciplinary Summarization of Hospital Stays: Efficient Sentence-Level Clinical Section Categorization. | Baris Karacan, Vaibhav Bhargava, Barbara Di Eugenio, Natalie Parde, Mary A. Khetani, Yu-Shan Tseng, Vanessa Barbosa, Julie Vignato, Lindsey Knake, Rajashree Dahal, Emily Spellman, Danielle Hitzel, Janine Petitgout, Kristi Haughey, Amanda Karstens, Brianna Clarahan, Rachel Dawson, Lauren Boyd, Mackenzie Weis, Angie Tipton, Jaewon Bae, Catherine K. Craven, Karen Dunn Lopez, Andrew D. Boyd |
| 2026 | EACL | The Curse of Verbalization: How Presentation Order Constrains LLM Reasoning. | Yue Zhou, Henry Peng Zou, Barbara Di Eugenio, Yang Zhang |
| 2026 | LREC | Bridging the Domain Divide: Supervised vs. Zero-Shot Clinical Section Segmentation from MIMIC-III to Obstetrics. | Baris Karacan, Barbara Di Eugenio, Patrick Thornton |
| 2026 | LREC | Conversational Assistants to Support Patients with Heart Failure: Comparing a Neurosymbolic Architecture with GPT. | Anuja Tayal, Devika Salunke, Barbara Di Eugenio, Paula G. Allen-Meares, Eullia Puig Abril, Olga Garcia-Bedoya, Carolyn Dickens, Andrew D. Boyd |
| 2026 | SIGdial | ClarVis: A Dataset of Clarification Requests and Grounding in Collaborative Data Visualization Dialogues. | Abari Bhattacharya, Barbara Di Eugenio |
| 2025 | ACL | Temporal Relation Extraction in Clinical Texts: A Span-based Graph Transformer Approach. | Rochana Chaturvedi, Peyman Baghershahi, Sourav Medya, Barbara Di Eugenio |
| 2025 | ACL | Veracity Bias and Beyond: Uncovering LLMs' Hidden Beliefs in Problem-Solving Reasoning. | Yue Zhou, Barbara Di Eugenio |
| 2025 | COLING | PolyMinder: A Support System for Entity Annotation and Relation Extraction in Polymer Science Documents. | Owen Rambow, Leo Wanner, Marianna Apidianaki, Hend Al-Khalifa, Barbara Di Eugenio, Steven Schockaert, Brodie Mather, Mark Dras |
| 2025 | COLING | Unveiling Performance Challenges of Large Language Models in Low-Resource Healthcare: A Demographic Fairness Perspective. | Yue Zhou, Barbara Di Eugenio, Lu Cheng |
| 2025 | NAACL | Collaborative Data Exploration through Visualization: A Thesis Proposal Analyzing Impact of Conversational Assistants. | Abari Bhattacharya, Barbara Di Eugenio |
| 2025 | SIGdial | Towards conversational assistants for health applications: using ChatGPT to generate conversations about heart failure. | Anuja Tayal, Devika Salunke, Barbara Di Eugenio, Paula G. Allen-Meares, Eullia Puig Abril, Olga Garcia-Bedoya, Carolyn Dickens, Andrew Boyd |
| 2024 | COLING | CALAMR: Component ALignment for Abstract Meaning Representation. | Paul Landes, Barbara Di Eugenio |
| 2024 | COLING | RoBERTa Low Resource Fine Tuning for Sentiment Analysis in Albanian. | Krenare Pireva Nuci, Paul Landes, Barbara Di Eugenio |
| 2024 | COLING | Modeling Low-Resource Health Coaching Dialogues via Neuro-Symbolic Goal Summarization and Text-Units-Text Generation. | Yue Zhou, Barbara Di Eugenio, Brian D. Ziebart, Lisa K. Sharp, Bing Liu, Nikolaos Agadakos |
| 2024 | EMNLP | Large Language Models Are Involuntary Truth-Tellers: Exploiting Fallacy Failure for Jailbreak Attacks. | Yue Zhou, Henry Peng Zou, Barbara Di Eugenio, Yang Zhang |
| 2024 | ICASSP | Ainur: Harmonizing Speed and Quality in Deep Music Generation Through Lyrics-Audio Embeddings. | Giuseppe Concialdi, Alkis Koudounas, Eliana Pastor, Barbara Di Eugenio, Elena Baralis |
| 2023 | CHASE | Probing the EHR for Standardized Nursing Data. | Baris Karacan, Andrew D. Boyd, Karen Dunn Lopez, Pamela Martyn-Nemeth, Daniel Fraczkowski, Haleh Vatani, Carolyn Dickens, Barbara Di Eugenio |
| 2023 | ITS | Detecting Interlingual Errors: The Case of Prepositions. | Natawut Monaikul, Barbara Di Eugenio |
| 2023 | IUI | An Investigation into an Always Listening Interface to Support Data Exploration. | Roderick S. Tabalba, Nurit Kirshenbaum, Jason Leigh, Abari Bhattacharya, Veronica Grosso, Barbara Di Eugenio, Andrew E. Johnson, Moira Zellner |
| 2023 | RO-MAN | An End-to-End Human Simulator for Task-Oriented Multimodal Human-Robot Collaboration. | Afagh Mehri Shervedani, Siyu Li, Natawut Monaikul, Bahareh Abbasi, Barbara Di Eugenio, Milos Zefran |
| 2023 | SIGdial | Reference Resolution and New Entities in Exploratory Data Visualization: From Controlled to Unconstrained Interactions with a Conversational Assistant. | Abari Bhattacharya, Abhinav Kumar, Barbara Di Eugenio, Roderick S. Tabalba, Jillian Aurisano, Veronica Grosso, Andrew E. Johnson, Jason Leigh, Moira Zellner |
| 2022 | AMIA | Perceptions of Dietary Restrictions in Patients with Heart Failure. | Chioma I. Ndukwe, Haleh Vatani, Barbara Di Eugenio, Richard Cameron, Andrew D. Boyd |
| 2022 | COLING | A New Public Corpus for Clinical Section Identification: MedSecId. | Paul Landes, Kunal Patel, Sean S. Huang, Adam Webb, Barbara Di Eugenio, Cornelia Caragea |
| 2022 | COLING | Towards Enhancing Health Coaching Dialogue in Low-Resource Settings. | Yue Zhou, Barbara Di Eugenio, Brian D. Ziebart, Lisa K. Sharp, Bing Liu, Ben S. Gerber, Nikolaos Agadakos, Shweta Yadav |
| 2022 | DSAA | Understanding Stay-at-home Attitudes through Framing Analysis of Tweets. | Zahra Fatemi, Abari Bhattacharya, Andrew Wentzel, Vipul Dhariwal, Lauren Levine, Andrew Rojecki, G. Elisabeta Marai, Barbara Di Eugenio, Elena Zheleva |
| 2021 | RO-MAN | Physical Action Primitives for Collaborative Decision Making in Human-Human Manipulation. | Zhanibek Rysbek, Ki Hwan Oh, Bahareh Abbasi, Milos Zefran, Barbara Di Eugenio |
| 2021 | SIGdial | Summarizing Behavioral Change Goals from SMS Exchanges to Support Health Coaches. | Itika Gupta, Barbara Di Eugenio, Brian D. Ziebart, Bing Liu, Ben S. Gerber, Lisa K. Sharp |
| 2020 | ACL | Detecting and understanding moral biases in news. | Usman Shahid, Barbara Di Eugenio, Andrew Rojecki, Elena Zheleva |
| 2020 | CSEDU | Learning Recursion: Insights from the ChiQat Intelligent Tutoring System. | Omar Alzoubi, Barbara Di Eugenio, Davide Fossati, Nicholas Green, Mehrdad Alizadeh |
| 2020 | FlAIRS | Intelligent Assistant for Exploring Data Visualizations. | Abhinav Kumar, Jillian Aurisano, Barbara Di Eugenio, Andrew E. Johnson |
| 2020 | FlAIRS | Goal Summarization for Human-Human Health Coaching Dialogues. | Itika Gupta, Barbara Di Eugenio, Brian D. Ziebart, Bing Liu, Ben S. Gerber, Lisa K. Sharp |
| 2020 | FlAIRS | Detecting Preposition Errors to Target Interlingual Errors in Second Language Writing. | Natawut Monaikul, Barbara Di Eugenio |
| 2020 | LREC | A Corpus for Visual Question Answering Annotated with Frame Semantic Information. | Mehrdad Alizadeh, Barbara Di Eugenio |
| 2020 | LREC | Augmenting Small Data to Classify Contextualized Dialogue Acts for Exploratory Visualization. | Abhinav Kumar, Barbara Di Eugenio, Jillian Aurisano, Andrew E. Johnson |
| 2020 | RO-MAN | Role Switching in Task-Oriented Multimodal Human-Robot Collaboration. | Natawut Monaikul, Bahareh Abbasi, Zhanibek Rysbek, Barbara Di Eugenio, Milos Zefran |
| 2020 | SIGdial | Human-Human Health Coaching via Text Messages: Corpus, Annotation, and Analysis. | Itika Gupta, Barbara Di Eugenio, Brian D. Ziebart, Aiswarya Baiju, Bing Liu, Ben S. Gerber, Lisa K. Sharp, Nadia Nabulsi, Mary Smart |
| 2019 | AIED | Towards Adaptive Worked-Out Examples in an Intelligent Tutoring System. | Nicholas Green, Barbara Di Eugenio, Davide Fossati |
| 2019 | IROS | A Multimodal Human-Robot Interaction Manager for Assistive Robots. | Bahareh Abbasi, Natawut Monaikul, Zhanibek Rysbek, Barbara Di Eugenio, Milos Zefran |
| 2019 | SIGdial | A Quantitative Analysis of Patients' Narratives of Heart Failure. | Sabita Acharya, Barbara Di Eugenio, Andrew D. Boyd, Richard Cameron, Karen Dunn Lopez, Pamela Martyn-Nemeth, Debaleena Chattopadhyay, Pantea Habibi, Carolyn Dickens, Haleh Vatani, Amer Ardati |
| 2018 | NAACL | Towards Generating Personalized Hospitalization Summaries. | Sabita Acharya, Barbara Di Eugenio, Andrew D. Boyd, Richard Cameron, Karen Dunn Lopez, Pamela Martyn-Nemeth, Carolyn Dickens, Amer Ardati |
| 2017 | AIED | Enhancing an Intelligent Tutoring System to Support Student Collaboration: Effects on Learning and Behavior. | Rachel Harsley, Barbara Di Eugenio, Nick Green, Davide Fossati |
| 2017 | AMIA | Physician negation of nursing concepts in the electronic health record. | Khawllah Roussi, Karen Dunn Lopez, Barbara Di Eugenio, Andrew D. Boyd |
| 2017 | SIGCSE | Interactions of Individual and Pair Programmers with an Intelligent Tutoring System for Computer Science. | Rachel Harsley, Davide Fossati, Barbara Di Eugenio, Nick Green |
| 2016 | CSCW | Collab-ChiQat: A Collaborative Remaking of a Computer Science Intelligent Tutoring System. | Rachel Harsley, Nick Green, Barbara Di Eugenio, Satabdi Aditya, Davide Fossati, Omar AlZoubi |
| 2016 | INLG | Generating summaries of hospitalizations: A new metric to assess the complexity of medical terms and their definitions. | Sabita Acharya, Barbara Di Eugenio, Andrew D. Boyd, Karen Dunn Lopez, Richard Cameron, Gail M. Keenan |
| 2016 | ITS | Behavior and Learning of Students Using Worked-Out Examples in a Tutoring System. | Nick Green, Barbara Di Eugenio, Rachel Harsley, Davide Fossati, Omar AlZoubi |
| 2016 | ITS | Integrating Support for Collaboration in a Computer Science Intelligent Tutoring System. | Rachel Harsley, Barbara Di Eugenio, Nick Green, Davide Fossati, Sabita Acharya |
| 2016 | SIGCSE | Incorporating Analogies and Worked Out Examples as Pedagogical Strategies in a Computer Science Tutoring System. | Rachel Harsley, Nick Green, Mehrdad Alizadeh, Sabita Acharya, Davide Fossati, Barbara Di Eugenio, Omar AlZoubi |
| 2016 | SIGdial | Towards a dialogue system that supports rich visualizations of data. | Abhinav Kumar, Jillian Aurisano, Barbara Di Eugenio, Andrew E. Johnson, Alberto Gonzalez, Jason Leigh |
| 2015 | CSEDU | A Study of Analogy in Computer Science Tutorial Dialogues. | Mehrdad Alizadeh, Barbara Di Eugenio, Rachel Harsley, Nick E. Green, Davide Fossati, Omar AlZoubi |
| 2015 | CSEDU | A Scalable Intelligent Tutoring System Framework for Computer Science Education. | Nick Green, Omar AlZoubi, Mehrdad Alizadeh, Barbara Di Eugenio, Davide Fossati, Rachel Harsley |
| 2015 | IVA | Emotionally Augmented Storytelling Agent - The Effects of Dimensional Emotion Modeling for Agent Behavior Control. | Sangyoon Lee, Andrew E. Johnson, Jason Leigh, Luc Renambot, Steve Jones, Barbara Di Eugenio |
| 2015 | SIGITE | A Hybrid Model for Teaching Recursion. | Omar AlZoubi, Davide Fossati, Barbara Di Eugenio, Nick E. Green, Mehrdad Alizadeh, Rachel Harsley |
| 2015 | SIGITE | Worked-out Examples in a Computer Science Intelligent Tutoring System. | Barbara Di Eugenio, Nick Green, Omar AlZoubi, Mehrdad Alizadeh, Rachel Harsley, Davide Fossati |
| 2014 | INLG | PatientNarr: Towards generating patient-centric summaries of hospital stays. | Barbara Di Eugenio, Andrew D. Boyd, Camillo Lugaresi, Abhinaya Balasubramanian, Gail M. Keenan, Mike D. Burton, Tamara Goncalves Rezende Macieira, Jianrong Li, Yves A. Lussier |
| 2014 | RO-MAN | Communication through physical interaction: A study of human collaborative manipulation of a planar object. | Maria Javaid, Milos Zefran, Barbara Di Eugenio |
| 2013 | ACL | Translating Italian connectives into Italian Sign Language. | Camillo Lugaresi, Barbara Di Eugenio |
| 2013 | AIED | Worked Out Examples in Computer Science Tutoring. | Barbara Di Eugenio, Lin Chen, Nick Green, Davide Fossati, Omar AlZoubi |
| 2013 | AIED | The First Workshop on AI-supported Education for Computer Science (AIEDCS). | Nguyen-Thinh Le, Kristy Elizabeth Boyer, Beenish Chaudry, Barbara Di Eugenio, Sharon I-Han Hsiao, Leigh Ann Sudol-DeLyser |
| 2013 | AMIA | HospSum: Integrating physician discharge notes with coded nursing care data to generate patient-centric summaries. | Barbara Di Eugenio, Camillo Lugaresi, Gail M. Keenan, Yves A. Lussier, Jianrong Li, Mike D. Burton, Carol Friedman, Andrew D. Boyd |
| 2013 | ICCE | Predicting Students' Performance and Problem Solving Behavior from iList Log Data. | Omar Alzoubi, Davide Fossati, Barbara Di Eugenio, Nick Green, Lin Chen |
| 2013 | SIGdial | Multimodality and Dialogue Act Classification in the RoboHelper Project. | Lin Chen, Barbara Di Eugenio |
| 2012 | NAACL | Co-reference via Pointing and Haptics in Multi-Modal Dialogues. | Lin Chen, Barbara Di Eugenio |
| 2012 | SIGdial | Improving Sentence Completion in Dialogues with Multi-Modal Features. | Anruo Wang, Barbara Di Eugenio, Lin Chen |
| 2011 | SIGdial | Improving Pronominal and Deictic Co-Reference Resolution with Multi-Modal Features. | Lin Chen, Anruo Wang, Barbara Di Eugenio |
| 2010 | ACL | Generating Fine-Grained Reviews of Songs from Album Reviews. | Swati Tata, Barbara Di Eugenio |
| 2010 | CoNLL | A Lucene and Maximum Entropy Model Based Hedge Detection System. | Lin Chen, Barbara Di Eugenio |
| 2010 | ITS | Generating Proactive Feedback to Help Students Stay on Track. | Davide Fossati, Barbara Di Eugenio, Stellan Ohlsson, Christopher W. Brown, Lin Chen |
| 2010 | ITS | KSC-PaL: A Peer Learning Agent. | Cynthia Kersey, Barbara Di Eugenio, Pamela W. Jordan, Sandra Katz |
| 2010 | LREC | Analysis and Presentation of Results for Mobile Local Search. | Alberto Tretti, Barbara Di Eugenio |
| 2010 | NAACL | KSC-PaL: A Peer Learning Agent that Encourages Students to take the Initiative. | Cynthia Kersey, Barbara Di Eugenio, Pamela W. Jordan, Sandra Katz |
| 2009 | AIED | I learn from you, you learn from me: How to make iList learn from students. | Davide Fossati, Barbara Di Eugenio, Stellan Ohlsson, Christopher W. Brown, Lin Chen, David G. Cosejo |
| 2009 | AIED | Knowledge Co-construction and Initiative in Peer Learning Interactions. | Cynthia Kersey, Barbara Di Eugenio, Pamela W. Jordan, Sandra Katz |
| 2009 | NAACL | An effective Discourse Parser that uses Rich Linguistic Information. | Rajen Subba, Barbara Di Eugenio |
| 2008 | INLG | Simple but effective feedback generation to tutor abstract problem solving. | Xin Lu, Barbara Di Eugenio, Stellan Ohlsson, Davide Fossati |
| 2008 | ITS | Learning Linked Lists: Experiments with the iList System. | Davide Fossati, Barbara Di Eugenio, Christopher W. Brown, Stellan Ohlsson |
| 2008 | LREC | I saw TREE trees in the park: How to Correct Real-Word Spelling Mistakes. | Davide Fossati, Barbara Di Eugenio |
| 2008 | LREC | From Extracting to Abstracting: Generating Quasi-abstractive Summaries. | Zhuli Xie, Barbara Di Eugenio, Peter C. Nelson |
| 2007 | AIED | Learning Tutorial Rules Using Classification Based On Associations. | Xin Lu, Barbara Di Eugenio, Stellan Ohlsson |
| 2007 | AIED | Beyond the code-and-count analysis of tutoring dialogues. | Stellan Ohlsson, Barbara Di Eugenio, Bettina Chow, Davide Fossati, Xin Lu, Trina C. Kershaw |
| 2007 | CICLING | A Mixed Trigrams Approach for Context Sensitive Spell Checking. | Davide Fossati, Barbara Di Eugenio |
| 2007 | CICLING | Expert vs. Non-expert Tutoring: Dialogue Moves, Interaction Patterns and Multi-utterance Turns. | Xin Lu, Barbara Di Eugenio, Trina C. Kershaw, Stellan Ohlsson, Andrew Corrigan-Halpern |
| 2006 | EACL | Discourse Parsing: Learning FOL Rules based on Rich Verb Semantic Representations to automatically label Rhetorical Relations. | Rajen Subba, Barbara Di Eugenio, Su Nam Kim |
| 2006 | FlAIRS | Toward a Computational Model of Expert Tutoring: A First Report. | Barbara Di Eugenio, Trina C. Kershaw, Xin Lu, Andrew Corrigan-Halpern, Stellan Ohlsson |
| 2006 | FlAIRS | Adaptive Learning in Machine Summarization. | Zhuli Xie, Barbara Di Eugenio, Peter C. Nelson |
| 2006 | LREC | Building lexical resources for PrincPar, a large coverage parser that generates principled semantic representations. | Rajen Subba, Barbara Di Eugenio, Elena Terenzi |
| 2005 | ACL | Aggregation Improves Learning: Experiments in Natural Language Generation for Intelligent Tutoring Systems. | Barbara Di Eugenio, Davide Fossati, Dan Yu, Susan M. Haller, Michael Glass |
| 2005 | AIED | Natural Language Generation for Intelligent Tutoring Systems: a case study. | Barbara Di Eugenio, Davide Fossati, Dan Yu, Susan M. Haller, Michael Glass |
| 2005 | AIED | Positive and negative verbal feedback for Intelligent Tutoring Systems. | Barbara Di Eugenio, Xin Lu, Trina C. Kershaw, Andrew Corrigan-Halpern, Stellan Ohlsson |
| 2004 | ACL | FLSA: Extending Latent Semantic Analysis with Features for Dialogue Act Classification. | Riccardo Serafin, Barbara Di Eugenio |
| 2004 | COLING | Using Gene Expression Programming to Construct Sentence Ranking Functions for Text Summarization. | Zhuli Xie, Xin Li, Barbara Di Eugenio, Weimin Xiao, Thomas M. Tirpak, Peter C. Nelson |
| 2003 | FlAIRS | Minimal Text Structuring to Improve the Generation of Feedback in Intelligent Tutoring Systems. | Susan M. Haller, Barbara Di Eugenio |
| 2003 | NAACL | Latent Semantic Analysis for Dialogue Act Classification. | Riccardo Serafin, Barbara Di Eugenio, Michael Glass |
| 2003 | NAACL | Building lexical semantic representations for Natural Language instructions. | Elena Terenzi, Barbara Di Eugenio |
| 2002 | FlAIRS | Generating Natural Language Aggregations Using a Propositional Representation of Sets. | Susan M. Haller, Barbara Di Eugenio, Michael J. Trolio |
| 2002 | INLG | The DIAG experiments: Natural Language Generation for Intelligent Tutoring Systems. | Barbara Di Eugenio, Michael Glass, Michael J. Trolio |
| 2002 | LREC | The binomial cumulative distribution function, or, is my system better than yours?. | Barbara Di Eugenio, Michael Glass, Michael J. Scott |
| 2002 | SIGdial | MUP - The UIC Standoff Markup Tool. | Michael Glass, Barbara Di Eugenio |
| 2000 | LREC | On the Usage of Kappa to Evaluate Agreement on Coding Tasks. | Barbara Di Eugenio |
| 1998 | ACL | An Empirical Investigation of Proposals in Collaborative Dialogues. | Barbara Di Eugenio, Johanna D. Moore, Pamela W. Jordan, Richmond H. Thomason |
| 1997 | ACL | Learning Features that Predict Cue Usage. | Barbara Di Eugenio, Johanna D. Moore, Massimo Paolucci |
| 1996 | COLING | The discourse functions of Italian subjects: a centering approach. | Barbara Di Eugenio |
| 1996 | COLING | A Corpus Study of Negative Imperatives in Natural Language Instructions. | Keith Vander Linden, Barbara Di Eugenio |
| 1996 | COLING | Using Discourse Predictions for Ambiguity Resolution. | Yan Qu, Carolyn P. Ros, Barbara Di Eugenio |
| 1996 | ECAI | Minimizing Cumulative Error in Discourse Context. | Yan Qu, Barbara Di Eugenio, Alon Lavie, Lori S. Levin, Carolyn P. Ros |
| 1996 | INLG | Generating 'Distributed' Referring Expressions: an Initial Report. | Barbara Di Eugenio, Johanna D. Moore |
| 1996 | INLG | Learning Micro-Planning Rules for Preventive Expressions. | Keith Vander Linden, Barbara Di Eugenio |
| 1995 | ACL | Discourse Processing of Dialogues with Multiple Threads. | Carolyn Penstein Ros, Barbara Di Eugenio, Lori S. Levin, Carol Van Ess-Dykema |
| 1994 | KR | Action Representation for Interpreting Purpose Clauses in Natural Language Instructions. | Barbara Di Eugenio |
| 1992 | ACL | Understanding Natural Language Instructions: The Case of Purpose Clauses. | Barbara Di Eugenio |
| 1992 | COLING | On The Interpretation Of Natural Language Instructions. | Barbara Di Eugenio, Michael White |
| 1991 | ACL | Action Representation for NL Instructions. | Barbara Di Eugenio |
| 1990 | COLING | Centering theory and the Italian pronominal system. | Barbara Di Eugenio |
| 1990 | COLING | Free Adjuncts In Natural Language Instructions. | Bonnie L. Webber, Barbara Di Eugenio |
| 1987 | IJCAI | Representation and Interpretation of Determiners in Natural Language. | Barbara Di Eugenio, Leonardo Lesmo |
| 1986 | COLING | A Logical Formalism for the Representation of Determiners. | Barbara Di Eugenio, Leonardo Lesmo, Paolo Pogliano, Pietro Torasso, Francesco Urbano |