Some New Perspectives in Information Access and Interface Design. - Oliviero Stock; Giuseppe Carenini; Marco Ponzi; Vieri Samek-Lodovici (Modelling the Innovation, 1990)

Generating explanations in context. - Giuseppe Carenini; Johanna D. Moore (IUI, 1993)

Natural language generation and hypertext access. - Giuseppe Carenini; Fabio Pianesi; Marco Ponzi; Oliviero Stock (Appl. Artif. Intell., 1993)

An Information-Based Bayesian Approach to History Taking. - Giuseppe Carenini; Stefano Monti; Gordon Banks (AIME, 1995)

Generating Explanatory Captions for Information Graphics. - Vibhu O. Mittal; Steven F. Roth; Johanna D. Moore; Joe Mattis; Giuseppe Carenini (IJCAI, 1995)

An intelligent interactive system for delivering individualized information to patients. - Bruce G. Buchanan; Johanna D. Moore; Diana E. Forsythe; Giuseppe Carenini; S. Ohlsson; Gordon Banks (Artif. Intell. Medicine, 1995)

Integrating Planning and Task-Based Design for Multimedia Presentation. - Stephan M. Kerpedjiev; Giuseppe Carenini; Steven F. Roth; Johanna D. Moore (IUI, 1997)

AutoBrief: a multimedia presentation system for assisting data analysis. - Stephan M. Kerpedjiev; Giuseppe Carenini; Steven F. Roth; Johanna D. Moore (Comput. Stand. Interfaces, 1997)

Saying It in Graphics: From Intentions to Visualizations. - Stephan M. Kerpedjiev; Giuseppe Carenini; Nancy L. Green; Johanna D. Moore; Steven F. Roth (INFOVIS, 1998)

A Principled Representation Of Attributive Descriptions For Generating Integrated Text And Information Graphics Presentations. - Nancy L. Green; Giuseppe Carenini; Johanna D. Moore (INLG, 1998)

Designing computer-based frameworks that facilitate doctor-patient collaboration. - Bruce G. Buchanan; Giuseppe Carenini; Vibhu O. Mittal; Johanna D. Moore (Artif. Intell. Medicine, 1998)

Describing Complex Charts in Natural Language: A Caption Generation System. - Vibhu O. Mittal; Johanna D. Moore; Giuseppe Carenini; Steven F. Roth (Comput. Linguistics, 1998)

An Empirical Study of the Influence of Argument Conciseness on Argument Effectiveness. - Giuseppe Carenini; Johanna D. Moore (ACL, 2000)

A Task-based Framework to Evaluate Evaluative Arguments. - Giuseppe Carenini (INLG, 2000)

A strategy for generating evaluative arguments. - Giuseppe Carenini; Johanna D. Moore (INLG, 2000)

Dealing with the Expert Inconsistency in Probability Elicitation. - Stefano Monti; Giuseppe Carenini (IEEE Trans. Knowl. Data Eng., 2000)

An analysis of the influence of need for cognition on dynamic queries usage. - Giuseppe Carenini (CHI Extended Abstracts, 2001)

GEA: A Complete, Modular System for Generating Evaluative Arguments. - Giuseppe Carenini (International Conference on Computational Science (1), 2001)

An Empirical Study of the Influence of User Tailoring on Evaluative Argument Effectiveness. - Giuseppe Carenini; Johanna D. Moore (IJCAI, 2001)

Generating Tailored Examples to Support Learning via Self-explanation. - Cristina Conati; Giuseppe Carenini (IJCAI, 2001)

Towards more conversational and collaborative recommender systems. - Giuseppe Carenini; Jocelyin Smith; David Poole 001 (IUI, 2003)

Exploring More Realistic Evaluation Measures for Collaborative Filtering. - Giuseppe Carenini; Rita Sharma (AAAI, 2004)

ValueCharts: analyzing linear models expressing preferences and evaluations. - Giuseppe Carenini; John Loyd (AVI, 2004)

AutoBrief: an experimental system for the automatic generation of briefings in integrated text and information graphics. - Nancy L. Green; Giuseppe Carenini; Stephan M. Kerpedjiev; Joe Mattis; Johanna D. Moore; Steven F. Roth (Int. J. Hum. Comput. Stud., 2004)

Designing CIspace: pedagogy and usability in a learning environment for AI. - Saleema Amershi; N. Arksey; Giuseppe Carenini; Cristina Conati; Alan K. Mackworth; Heather Maclaren; David Poole 001 (ITiCSE, 2005)

Extracting knowledge from evaluative text. - Giuseppe Carenini; Raymond T. Ng; Ed Zwart (K-CAP, 2005)

Scalable discovery of hidden emails from large folders. - Giuseppe Carenini; Raymond T. Ng; Xiaodong Zhou (KDD, 2005)

Discovery and regeneration of hidden emails. - Giuseppe Carenini; Raymond T. Ng; Xiaodong Zhou; Ed Zwart (SAC, 2005)

An integrated task-based framework for the design and evaluation of visualizations to support preferential choice. - Jeanette Bautista; Giuseppe Carenini (AVI, 2006)

Multi-Document Summarization of Evaluative Text. - Giuseppe Carenini; Raymond T. Ng; Adam Pauls (EACL, 2006)

Interactive multimedia summaries of evaluative text. - Giuseppe Carenini; Raymond T. Ng; Adam Pauls (IUI, 2006)

Generating and evaluating evaluative arguments. - Giuseppe Carenini; Johanna D. Moore (Artif. Intell., 2006)

Adaptive Content Presentation for the Web. - Andrea Bunt; Giuseppe Carenini; Cristina Conati (The Adaptive Web, 2007)

Summarizing email conversations with clue words. - Giuseppe Carenini; Raymond T. Ng; Xiaodong Zhou (WWW, 2007)

Summarizing Emails with Conversational Cohesion and Subjectivity. - Giuseppe Carenini; Raymond T. Ng; Xiaodong Zhou (ACL, 2008)

An empirical evaluation of interactive visualizations for preferential choice. - Jeanette Bautista; Giuseppe Carenini (AVI, 2008)

Summarizing Spoken and Written Conversations. - Gabriel Murray; Giuseppe Carenini (EMNLP, 2008)

Extractive vs. NLG-based Abstractive Summarization of Evaluative Text: The Effect of Corpus Controversiality. - Giuseppe Carenini; Jackie Chi Kit Cheung (INLG, 2008)

The University of British Columbia at TAC 2008. - Gabriel Murray; Shafiq R. Joty; Giuseppe Carenini; Raymond T. Ng (TAC, 2008)

Pedagogy and usability in interactive algorithm visualizations: Designing and evaluating CIspace. - Saleema Amershi; Giuseppe Carenini; Cristina Conati; Alan K. Mackworth; David Poole 001 (Interact. Comput., 2008)

Predicting Subjectivity in Multimodal Conversations. - Gabriel Murray; Giuseppe Carenini (EMNLP, 2009)

Regression-Based Summarization of Email Conversations. - Jan Ulrich; Giuseppe Carenini; Gabriel Murray; Raymond T. Ng (ICWSM, 2009)

Detecting subjectivity in multiparty speech. - Gabriel Murray; Giuseppe Carenini (INTERSPEECH, 2009)

A multimedia interface for facilitating comparisons of opinions. - Giuseppe Carenini; Lucas Rizoli (IUI, 2009)

Model AI Assignments. - Todd W. Neller; John DeNero; Dan Klein 001; Sven Koenig; William Yeoh 001; Xiaoming Zheng; Kenny Daniel; Alex Nash; Zachary Dodds; Giuseppe Carenini; David Poole 001; Christopher Brooks (EAAI, 2010)

Exploiting Conversation Structure in Unsupervised Topic Segmentation for Emails. - Shafiq R. Joty; Giuseppe Carenini; Gabriel Murray; Raymond T. Ng (EMNLP, 2010)

Generating and Validating Abstracts of Meeting Conversations: a User Study. - Gabriel Murray; Giuseppe Carenini; Raymond T. Ng (INLG, 2010)

The impact of ASR on abstractive vs. extractive meeting summaries. - Gabriel Murray; Giuseppe Carenini; Raymond T. Ng (INTERSPEECH, 2010)

Workshop on intelligent visual interfaces for text analysis. - Shixia Liu; Michelle X. Zhou; Giuseppe Carenini; Huamin Qu (IUI, 2010)

Interpretation and Transformation for Abstracting Conversations. - Gabriel Murray; Giuseppe Carenini; Raymond T. Ng (HLT-NAACL, 2010)

User-Adaptive Visualizations: Can Gaze Data Tell Us When a User Needs Them? - Cristina Conati; Giuseppe Carenini; Mona Harati; Dereck Toker; Nicholas FitzGerald; Anna Flagg (Scalable Integration of Analytics and Visualization, 2011)

Exploiting Conversational Features to Detect High-Quality Blog Comments. - Nicholas FitzGerald; Giuseppe Carenini; Gabriel Murray; Shafiq R. Joty (Canadian AI, 2011)

Supervised Topic Segmentation of Email Conversations. - Shafiq R. Joty; Giuseppe Carenini; Gabriel Murray; Raymond T. Ng (ICWSM, 2011)

Unsupervised Modeling of Dialog Acts in Asynchronous Conversations. - Shafiq R. Joty; Giuseppe Carenini; Chin-Yew Lin (IJCAI, 2011)

Subjectivity detection in spoken and written conversations. - Gabriel Murray; Giuseppe Carenini (Nat. Lang. Eng., 2011)

Methods for Mining and Summarizing Text Conversations - Giuseppe Carenini; Gabriel Murray; Raymond T. Ng (Morgan & Claypool Publishers, 2011)

A Visual Interface for Analyzing Text Conversations. - Shama Rashid; Giuseppe Carenini; Raymond T. Ng (BIRTE, 2012)

A Novel Discriminative Framework for Sentence-Level Discourse Analysis. - Shafiq R. Joty; Giuseppe Carenini; Raymond T. Ng (EMNLP-CoNLL, 2012)

Using the Omega Index for Evaluating Abstractive Community Detection. - Gabriel Murray; Giuseppe Carenini; Raymond T. Ng (EvalMetrics@NAACL-HLT, 2012)

Methods for mining and summarizing text conversations. - Giuseppe Carenini; Gabriel Murray (SIGIR, 2012)

Adaptive Information Visualization - Predicting user characteristics and task context from eye gaze. - Ben Steichen; Giuseppe Carenini; Cristina Conati (UMAP Workshops, 2012)

Towards Adaptive Information Visualization: On the Influence of User Characteristics. - Dereck Toker; Cristina Conati; Giuseppe Carenini; Mona Haraty (UMAP, 2012)

Introduction to the Special Section on Intelligent Visual Interfaces for Text Analysis. - Shixia Liu; Michelle X. Zhou; Giuseppe Carenini; Huamin Qu (ACM Trans. Intell. Syst. Technol., 2012)

Combining Intra- and Multi-sentential Rhetorical Parsing for Document-level Discourse Analysis. - Shafiq R. Joty; Giuseppe Carenini; Raymond T. Ng; Yashar Mehdad (ACL (1), 2013)

Individual user characteristics and information visualization: connecting the dots through eye tracking. - Dereck Toker; Cristina Conati; Ben Steichen; Giuseppe Carenini (CHI, 2013)

Abstractive Meeting Summarization with Entailment and Fusion. - Yashar Mehdad; Giuseppe Carenini; Frank Wm. Tompa; Raymond T. Ng (ENLG, 2013)

User-adaptive information visualization: using eye gaze data to infer visualization tasks and user cognitive abilities. - Ben Steichen; Giuseppe Carenini; Cristina Conati (IUI, 2013)

Towards Topic Labeling with Phrase Entailment and Aggregation. - Yashar Mehdad; Giuseppe Carenini; Raymond T. Ng; Shafiq R. Joty (HLT-NAACL, 2013)

Dialogue Act Recognition in Synchronous and Asynchronous Conversations. - Maryam Tavafi; Yashar Mehdad; Shafiq R. Joty; Giuseppe Carenini; Raymond T. Ng (SIGDIAL Conference, 2013)

User Task Adaptation in Multimedia Presentations. - Giuseppe Carenini; Cristina Conati; Enamul Hoque; Ben Steichen (UMAP Workshops, 2013)

Seeing how you're Looking - Using Real-Time Eye Gaze Data for User-Adaptive Visualization. - Ben Steichen; Oliver Schmid; Cristina Conati; Giuseppe Carenini (UMAP Workshops, 2013)

Multi-Document Summarization of Evaluative Text. - Giuseppe Carenini; Jackie Chi Kit Cheung; Adam Pauls (Comput. Intell., 2013)

Topic Segmentation and Labeling in Asynchronous Conversations. - Shafiq R. Joty; Giuseppe Carenini; Raymond T. Ng (J. Artif. Intell. Res., 2013)

Perspectives on Business Intelligence - Raymond T. Ng; Patricia C. Arocena; Denilson Barbosa 001; Giuseppe Carenini; Luiz Celso Gomes Jr.; Stephan Jou; Rock Anthony Leung; Evangelos E. Milios; Renée J. Miller; John Mylopoulos; Rachel Pottinger; Frank Wm. Tompa; et al. (Morgan & Claypool Publishers, 2013)

Abstractive Summarization of Spoken and Written Conversations Based on Phrasal Queries. - Yashar Mehdad; Giuseppe Carenini; Raymond T. Ng (ACL (1), 2014)

Highlighting interventions and user differences: informing adaptive information visualization support. - Giuseppe Carenini; Cristina Conati; Enamul Hoque; Ben Steichen; Dereck Toker; James T. Enns (CHI, 2014)

Detecting Disagreement in Conversations using Pseudo-Monologic Rhetorical Structure. - Kelsey R. Allen; Giuseppe Carenini; Raymond T. Ng (EMNLP, 2014)

Abstractive Summarization of Product Reviews Using Discourse Structure. - Shima Gerani; Yashar Mehdad; Giuseppe Carenini; Raymond T. Ng; Bita Nejat (EMNLP, 2014)

A Template-based Abstractive Meeting Summarization: Leveraging Summary and Source Text Relationships. - Tatsuro Oya; Yashar Mehdad; Giuseppe Carenini; Raymond T. Ng (INLG, 2014)

Towards facilitating user skill acquisition: identifying untrained visualization users through eye tracking. - Dereck Toker; Ben Steichen; Matthew Gingerich; Cristina Conati; Giuseppe Carenini (IUI, 2014)

Extractive Summarization and Dialogue Act Modeling on Email Threads: An Integrated Probabilistic Approach. - Tatsuro Oya; Giuseppe Carenini (SIGDIAL Conference, 2014)

Te, Te, Hi, Hi: Eye Gaze Sequence Analysis for Informing User-Adaptive Information Visualizations. - Ben Steichen; Michael M. A. Wu; Dereck Toker; Cristina Conati; Giuseppe Carenini (UMAP, 2014)

Evaluating the Impact of User Characteristics and Different Layouts on an Interactive Visualization for Decision Making. - Cristina Conati; Giuseppe Carenini; Enamul Hoque; Ben Steichen; Dereck Toker (Comput. Graph. Forum, 2014)

ConVis: A Visual Text Analytic System for Exploring Blog Conversations. - Enamul Hoque; Giuseppe Carenini (Comput. Graph. Forum, 2014)

A Decision Support System for the Design and Evaluation of Sustainable Wastewater Solutions. - Brent C. Chamberlain; Giuseppe Carenini; Gunilla Öberg; David Poole 001; Hamed Taheri (IEEE Trans. Computers, 2014)

Inferring Visualization Task Properties, User Performance, and User Cognitive Abilities from Eye Gaze Data. - Ben Steichen; Cristina Conati; Giuseppe Carenini (ACM Trans. Interact. Intell. Syst., 2014)

Towards User-Adaptive Information Visualization. - Cristina Conati; Giuseppe Carenini; Dereck Toker; Sébastien Lallé (AAAI, 2015)

ConVisIT: Interactive Topic Modeling for Exploring Asynchronous Online Conversations. - Enamul Hoque; Giuseppe Carenini (IUI, 2015)

Prediction of Users' Learning Curves for Adaptation while Using an Information Visualization. - Sébastien Lallé; Dereck Toker; Cristina Conati; Giuseppe Carenini (IUI, 2015)

CODRA: A Novel Discriminative Framework for Rhetorical Analysis. - Shafiq R. Joty; Giuseppe Carenini; Raymond T. Ng (Comput. Linguistics, 2015)

What's Hot in Intelligent User Interfaces. - Shimei Pan; Oliver Brdiczka; Giuseppe Carenini; Duen Horng Chau; Per Ola Kristensson (AAAI, 2016)

An Interactive System for Exploring Community Question Answering Forums. - Enamul Hoque; Shafiq R. Joty; Lluís Màrquez; Alberto Barrón-Cedeño; Giovanni Da San Martino; Alessandro Moschitti; Preslav Nakov; Salvatore Romeo; Giuseppe Carenini (COLING (Demos), 2016)

Training Data Enrichment for Infrequent Discourse Relations. - Kailang Jiang; Giuseppe Carenini; Raymond T. Ng (COLING, 2016)

Predicting Confusion in Information Visualization from Eye Tracking and Interaction Data. - Sébastien Lallé; Cristina Conati; Giuseppe Carenini (IJCAI, 2016)

MultiConVis: A Visual Text Analytics System for Exploring a Collection of Online Conversations. - Enamul Hoque; Giuseppe Carenini (IUI, 2016)

Interactive Topic Modeling for Exploring Asynchronous Online Conversations: Design and Evaluation of ConVisIT. - Enamul Hoque; Giuseppe Carenini (ACM Trans. Interact. Intell. Syst., 2016)

Prediction of individual learning curves across information visualizations. - Sébastien Lallé; Cristina Conati; Giuseppe Carenini (User Model. User Adapt. Interact., 2016)

Domain Adaptation for Detecting Mild Cognitive Impairment. - Vaden Masrani; Gabriel Murray; Thalia Shoshana Field; Giuseppe Carenini (Canadian AI, 2017)

Detecting Dementia through Retrospective Analysis of Routine Blog Posts by Bloggers with Dementia. - Vaden Masrani; Gabriel Murray; Thalia Shoshana Field; Giuseppe Carenini (BioNLP, 2017)

Multimedia Summary Generation from Online Conversations: Current Approaches and Future Directions. - Enamul Hoque; Giuseppe Carenini (NFiS@EMNLP, 2017)

Automatic Community Creation for Abstractive Spoken Conversations Summarization. - Karan Singla; Evgeny A. Stepanov; Ali Orkan Bayer; Giuseppe Carenini; Giuseppe Riccardi (NFiS@EMNLP, 2017)

Chat Disentanglement: Identifying Semantic Reply Relationships with Random Forests and Recurrent Neural Networks. - Shikib Mehri; Giuseppe Carenini (IJCNLP(1), 2017)

CQAVis: Visual Text Analytics for Community Question Answering. - Enamul Hoque; Shafiq R. Joty; Lluís Màrquez; Giuseppe Carenini (IUI, 2017)

Generating and Evaluating Summaries for Partial Email Threads: Conversational Bayesian Surprise and Silver Standards. - Jordon Johnson; Vaden Masrani; Giuseppe Carenini; Raymond T. Ng (SIGDIAL Conference, 2017)

Exploring Joint Neural Model for Sentence Level Discourse Parsing and Sentiment Analysis. - Bita Nejat; Giuseppe Carenini; Raymond T. Ng (SIGDIAL Conference, 2017)

Impact of Individual Differences on User Experience with a Real-World Visualization Interface for Public Engagement. - Sébastien Lallé; Cristina Conati; Giuseppe Carenini (UMAP, 2017)

Impact of Individual Differences on User Experience with a Visualization Interface for Public Engagement. - Sébastien Lallé; Cristina Conati; Giuseppe Carenini (UMAP (Adjunct Publication), 2017)

NLP for Conversations: Sentiment, Summarization, and Group Dynamics. - Gabriel Murray; Giuseppe Carenini; Shafiq R. Joty (COLING (Tutorials), 2018)

Discourse Processing and Its Applications in Text Mining. - Shafiq R. Joty; Giuseppe Carenini; Raymond T. Ng; Gabriel Murray (ICDM, 2018)

User-adaptive Support for Processing Magazine Style Narrative Visualizations: Identifying User Characteristics that Matter. - Dereck Toker; Cristina Conati; Giuseppe Carenini (IUI, 2018)

Interactive Visualization for Group Decision Analysis. - Sanjana Bajracharya; Giuseppe Carenini; Brent C. Chamberlain; Kai Di Chen; Daniel Klein; David Poole 001; Hamed Taheri; Gunilla Öberg (Int. J. Inf. Technol. Decis. Mak., 2018)

Comparing the Intrinsic Performance of Clinical Concept Embeddings by Their Field of Medicine. - John-Jose Nunez; Giuseppe Carenini (LOUHI@EMNLP, 2019)

Discourse Analysis and Its Applications. - Shafiq R. Joty; Giuseppe Carenini; Raymond T. Ng; Gabriel Murray (ACL (4), 2019)

Neural Prediction of Patient Needs in an Ovarian Cancer Online Discussion Forum. - Hyeju Jang; Young Ji Lee; Giuseppe Carenini; Raymond T. Ng; Grace Campbell; Kendall Ho (Canadian AI, 2019)

Predicting Discourse Structure using Distant Supervision from Sentiment. - Patrick Huber; Giuseppe Carenini (EMNLP/IJCNLP (1), 2019)

Extractive Summarization of Long Documents by Combining Global and Local Context. - Wen Xiao; Giuseppe Carenini (EMNLP/IJCNLP (1), 2019)

Evaluating Topic Quality with Posterior Variability. - Linzi Xing; Michael J. Paul; Giuseppe Carenini (EMNLP/IJCNLP (1), 2019)

A Neural Model for Predicting Dementia from Language. - Weirui Kong; Hyeju Jang; Giuseppe Carenini; Thalia Shoshana Field (MLHC, 2019)

OCTVis: Ontology-Based Comparison of Topic Models. - Amon Ge; Hyeju Jang; Giuseppe Carenini; Kendall Ho; Young Ji Lee (IEEE VIS (Short Papers), 2019)

Modeling content and structure for abstractive review summarization. - Shima Gerani; Giuseppe Carenini; Raymond T. Ng (Comput. Speech Lang., 2019)

Interactive topic hierarchy revision for exploring a collection of online conversations. - Enamul Hoque; Giuseppe Carenini (Inf. Vis., 2019)

Gaze analysis of user characteristics in magazine style narrative visualizations. - Dereck Toker; Cristina Conati; Giuseppe Carenini (User Model. User Adapt. Interact., 2019)

Towards Rigorously Designed Preference Visualizations for Group Decision Making. - Emily Hindalong; Jordon Johnson; Giuseppe Carenini; Tamara Munzner (PacificVis, 2020)

Neural Data-Driven Captioning of Time-Series Line Charts. - Andrea Spreafico; Giuseppe Carenini (AVI, 2020)

Unleashing the Power of Neural Discourse Parsers - A Context and Structure Aware Approach Using Large Scale Pretraining. - Grigorii Guz; Patrick Huber; Giuseppe Carenini (COLING, 2020)

From Sentiment Annotations to Sentiment Prediction through Discourse Augmentation. - Patrick Huber; Giuseppe Carenini (COLING, 2020)

Towards Domain-Independent Text Structuring Trainable on Large Discourse Treebanks. - Grigorii Guz; Giuseppe Carenini (EMNLP (Findings), 2020)

MEGA RST Discourse Treebanks with Structure and Nuclearity from Scalable Distant Sentiment Supervision. - Patrick Huber; Giuseppe Carenini (EMNLP (1), 2020)

Exploratory Analysis of COVID-19 Related Tweets in North America to Inform Public Health Institutes. - Hyeju Jang; Emily Rempel; Giuseppe Carenini; Naveed Z. Janjua (NLP4COVID@EMNLP, 2020)

Neural RST-based Evaluation of Discourse Coherence. - Grigorii Guz; Peyman Bateni; Darius Muglich; Giuseppe Carenini (AACL/IJCNLP, 2020)

Systematically Exploring Redundancy Reduction in Summarizing Long Documents. - Wen Xiao; Giuseppe Carenini (AACL/IJCNLP, 2020)

Improving Context Modeling in Neural Topic Segmentation. - Linzi Xing; Brad Hackinen; Giuseppe Carenini; Francesco Trebbi (AACL/IJCNLP, 2020)

NJM-Vis: interpreting neural joint models in NLP. - David Johnson; Giuseppe Carenini; Gabriel Murray (IUI, 2020)

Non-Invasive Classification of Alzheimer's Disease Using Eye Tracking and Language. - Oswald Barral; Hyeju Jang; Sally Newton-Mason; Sheetal Shajan; Thomas Soroski; Giuseppe Carenini; Cristina Conati; Thalia Shoshana Field (MLHC, 2020)

Do We Really Need That Many Parameters In Transformer For Extractive Summarization? Discourse Can Help ! - Wen Xiao; Patrick Huber; Giuseppe Carenini (CoRR, 2020)

Unsupervised Learning of Discourse Structures using a Tree Autoencoder. - Patrick Huber; Giuseppe Carenini (AAAI, 2021)

KW-ATTN: Knowledge Infused Attention for Accurate and Interpretable Text Classification. - Hyeju Jang; Seojin Bang; Wen Xiao; Giuseppe Carenini; Raymond T. Ng; Young Ji Lee (DeeLIO@NAACL-HLT, 2021)

W-RST: Towards a Weighted RST-style Discourse Framework. - Patrick Huber; Wen Xiao; Giuseppe Carenini (ACL/IJCNLP (1), 2021)

Demoting the Lead Bias in News Summarization via Alternating Adversarial Learning. - Linzi Xing; Wen Xiao; Giuseppe Carenini (ACL/IJCNLP (2), 2021)

An Improved Attention for Visual Question Answering. - Tanzila Rahman; Shih-Han Chou; Leonid Sigal; Giuseppe Carenini (CVPR Workshops, 2021)

T3-Vis: visual analytic for Training and fine-Tuning Transformers in NLP. - Raymond Li; Wen Xiao; Lanjun Wang; Hyeju Jang; Giuseppe Carenini (EMNLP (Demos), 2021)

Predicting Discourse Trees from Transformer-based Neural Summarizers. - Wen Xiao; Patrick Huber; Giuseppe Carenini (NAACL-HLT, 2021)

NL4Opt Competition: Formulating Optimization Problems Based on Their Natural Language Descriptions. - Rindranirina Ramamonjison; Timothy T. L. Yu; Raymond Li; Haley Li; Giuseppe Carenini; Bissan Ghaddar; Shiqi He; Mahdi Mostajabdaveh; Amin Banitalebi-Dehkordi; Zirui Zhou; Yong Zhang 004 (NeurIPS (Competition and Demos), 2021)

Improving Unsupervised Dialogue Topic Segmentation with Utterance-Pair Coherence Scoring. - Linzi Xing; Giuseppe Carenini (SIGDIAL, 2021)

ConVIScope: Visual Analytics for Exploring Patient Conversations. - Raymond Li; Enamul Hoque; Giuseppe Carenini; Richard Lester; Raymond Chau (IEEE VIS (Short Papers), 2021)

T3-Vis: a visual analytic framework for Training and fine-Tuning Transformers in NLP. - Raymond Li; Wen Xiao; Lanjun Wang; Hyeju Jang; Giuseppe Carenini (CoRR, 2021)

PRIMER: Pyramid-based Masked Sentence Pre-training for Multi-document Summarization. - Wen Xiao; Iz Beltagy; Giuseppe Carenini; Arman Cohan (CoRR, 2021)

Human Interpretation and Exploitation of Self-attention Patterns in Transformers: A Case Study in Extractive Summarization. - Raymond Li; Wen Xiao; Lanjun Wang; Giuseppe Carenini (CoRR, 2021)

Exploring neural models for predicting dementia from language. - Weirui Kong; Hyeju Jang; Giuseppe Carenini; Thalia Shoshana Field (Comput. Speech Lang., 2021)

Predicting Above-Sentence Discourse Structure Using Distant Supervision from Topic Segmentation. - Patrick Huber; Linzi Xing; Giuseppe Carenini (AAAI, 2022)

PRIMERA: Pyramid-based Masked Sentence Pre-training for Multi-document Summarization. - Wen Xiao; Iz Beltagy; Giuseppe Carenini; Arman Cohan (ACL (1), 2022)

Human Guided Exploitation of Interpretable Attention Patterns in Summarization and Topic Segmentation. - Raymond Li; Wen Xiao; Linzi Xing; Lanjun Wang; Gabriel Murray; Giuseppe Carenini (EMNLP, 2022)

Towards Understanding Large-Scale Discourse Structures in Pre-Trained and Fine-Tuned Language Models. - Patrick Huber; Giuseppe Carenini (NAACL-HLT, 2022)

Automated Utterance Labeling of Conversations Using Natural Language Processing. - Maria Laricheva; Chiyu Zhang; Yan Liu; Guanyu Chen; Terence Tracey; Richard Young; Giuseppe Carenini (SBP-BRiMS, 2022)

Transition to Adulthood for Young People with Intellectual or Developmental Disabilities: Emotion Detection and Topic Modeling. - Yan Liu; Maria Laricheva; Chiyu Zhang; Patrick Boutet; Guanyu Chen; Terence Tracey; Giuseppe Carenini; Richard Young (SBP-BRiMS, 2022)

Entity-based SpanCopy for Abstractive Summarization to Improve the Factual Consistency. - Wen Xiao; Giuseppe Carenini (CoRR, 2022)

Improving Topic Segmentation by Injecting Discourse Dependencies. - Linzi Xing; Patrick Huber; Giuseppe Carenini (CoRR, 2022)

Unsupervised Inference of Data-Driven Discourse Structures using a Tree Auto-Encoder. - Patrick Huber; Giuseppe Carenini (CoRR, 2022)

Towards Domain-Independent Supervised Discourse Parsing Through Gradient Boosting. - Patrick Huber; Giuseppe Carenini (CoRR, 2022)

Large Discourse Treebanks from Scalable Distant Supervision. - Patrick Huber; Giuseppe Carenini (CoRR, 2022)

Attend to the Right Context: A Plug-and-Play Module for Content-Controllable Summarization. - Wen Xiao; Lesly Miculicich; Yang Liu 124; Pengcheng He; Giuseppe Carenini (CoRR, 2022)

Abstractions for Visualizing Preferences in Group Decisions. - Emily Hindalong; Jordon Johnson; Giuseppe Carenini; Tamara Munzner (Proc. ACM Hum. Comput. Interact., 2022)

Diversity-Aware Coherence Loss for Improving Neural Topic Models. - Raymond Li; Felipe González-Pizarro; Linzi Xing; Gabriel Murray; Giuseppe Carenini (ACL (2), 2023)

Discourse Structure Extraction from Pre-Trained and Fine-Tuned Language Models in Dialogues. - Chuyuan Li; Patrick Huber; Wen Xiao; Maxime Amblard; Chloé Braud; Giuseppe Carenini (EACL (Findings), 2023)

Mixture-of-Linguistic-Experts Adapters for Improving and Interpreting Pre-trained Language Models. - Raymond Li; Gabriel Murray; Giuseppe Carenini (EMNLP (Findings), 2023)

ChatGPT-steered Editing Instructor for Customization of Abstractive Summarization. - Wen Xiao; Yujia Xie; Giuseppe Carenini; Pengcheng He (CoRR, 2023)

Visual Analytics for Generative Transformer Models. - Raymond Li; Ruixin Yang; Wen Xiao; Ahmed AbuRa'ed; Gabriel Murray; Giuseppe Carenini (CoRR, 2023)

Tracing Influence at Scale: A Contrastive Learning Approach to Linking Public Comments and Regulator Responses. - Linzi Xing; Brad Hackinen; Giuseppe Carenini (CoRR, 2023)

Classification of Alzheimer's using Deep-learning Methods on Webcam-based Gaze Data. - Anuj Harisinghani; Harshinee Sriram; Cristina Conati; Giuseppe Carenini; Thalia Shoshana Field; Hyeju Jang; Gabriel Murray (Proc. ACM Hum. Comput. Interact., 2023)

Flexible Visual Preference Inspection in Group Decision Making. - Jordon Johnson; Spencer Yao; Giuseppe Carenini; Jonathan Evans (AVI, 2024)

Neural Multimodal Topic Modeling: A Comprehensive Evaluation. - Felipe González-Pizarro; Giuseppe Carenini (LREC/COLING, 2024)

Personalized Abstractive Summarization by Tri-agent Generation Pipeline. - Wen Xiao; Yujia Xie; Giuseppe Carenini; Pengcheng He (EACL (Findings), 2024)

Multimodal Classification of Alzheimer's Disease by Combining Facial and Eye-Tracking Data. - Shih-Han Chou; Miini Teng; Harshinee Sriram; Chuyuan Li; Giuseppe Carenini; Cristina Conati; Thalia Shoshana Field; Hyeju Jang; Gabriel Murray (ML4H@NeurIPS, 2024)

Multi-modal Video Topic Segmentation with Dual-Contrastive Domain Adaptation. - Linzi Xing; Quan Hung Tran; Fabian Caba; Franck Dernoncourt; Seunghyun Yoon 002; Zhaowen Wang; Trung Bui; Giuseppe Carenini (MMM (3), 2024)

BCAmirs at SemEval-2024 Task 4: Beyond Words: A Multimodal and Multilingual Exploration of Persuasion in Memes. - Amirhossein Abaskohi; AmirHossein Dabiri Aghdam; Lele Wang 001; Giuseppe Carenini (SemEval@NAACL, 2024)

Coherence-based Dialogue Discourse Structure Extraction using Open-Source Large Language Models. - Gaetano Cimino; Chuyuan Li; Giuseppe Carenini; Vincenzo Deufemia (SIGDIAL, 2024)

Dialogue Discourse Parsing as Generation: A Sequence-to-Sequence LLM-based Approach. - Chuyuan Li; Yuwei Yin; Giuseppe Carenini (SIGDIAL, 2024)

DeTriever: Decoder-representation-based Retriever for Improving NL2SQL In-Context Learning. - Yuxi Feng; Raymond Li; Zhenan Fan; Giuseppe Carenini; Mohammadreza Pourreza; Weiwei Zhang; Yong Zhang 004 (CoRR, 2024)

Captioning Visualizations with Large Language Models (CVLLM): A Tutorial. - Giuseppe Carenini; Jordon Johnson; Ali Salamatian (CoRR, 2024)

FM2DS: Few-Shot Multimodal Multihop Data Synthesis with Knowledge Distillation for Question Answering. - Amirhossein Abaskohi; Spandana Gella; Giuseppe Carenini; Issam H. Laradji (CoRR, 2024)

Evaluating LLM Reasoning in the Operations Research Domain with ORQA. - Mahdi Mostajabdaveh; Timothy T. Yu; Samarendra Chandan Bindu Dash; Rindranirina Ramamonjison; Jabo Serge Byusa; Giuseppe Carenini; Zirui Zhou; Yong Zhang 004 (CoRR, 2024)

Optimization modeling and verification from problem specifications using a multi-agent multi-stage LLM framework. - Mahdi Mostajabdaveh; Timothy T. L. Yu; Rindranirina Ramamonjison; Giuseppe Carenini; Zirui Zhou; Yong Zhang 004 (INFOR Inf. Syst. Oper. Res., 2024)

Evaluating LLM Reasoning in the Operations Research Domain with ORQA. - Mahdi Mostajabdaveh; Timothy Tin Long Yu; Samarendra Chandan Bindu Dash; Rindra Ramamonjison; Jabo Serge Byusa; Giuseppe Carenini; Zirui Zhou; Yong Zhang 004 (AAAI, 2025)

Delta-KNN: Improving Demonstration Selection in In-Context Learning for Alzheimer's Disease Detection. - Chuyuan Li; Raymond Li; Thalia Shoshana Field; Giuseppe Carenini (ACL (1), 2025)

Explicit Bayesian Inference to Uncover the Latent Themes of Large Language Models. - Raymond Li; Chuyuan Li; Gabriel Murray; Giuseppe Carenini (ACL (Findings), 2025)

DeTriever: Decoder-representation-based Retriever for Improving NL2SQL In-Context Learning. - Raymond Li; Yuxi Feng; Zhenan Fan; Giuseppe Carenini; Weiwei Zhang; Mohammadreza Pourreza; Yong Zhang (COLING, 2025)

ARR: Question Answering with Large Language Models via Analyzing, Retrieving, and Reasoning. - Yuwei Yin; Giuseppe Carenini (CoRR, 2025)

Multi2: Multi-Agent Test-Time Scalable Framework for Multi-Document Processing. - Juntai Cao; Xiang Zhang; Raymond Li; Chuyuan Li; Shafiq Joty; Giuseppe Carenini (CoRR, 2025)

SWI: Speaking with Intent in Large Language Models. - Yuwei Yin; EunJeong Hwang; Giuseppe Carenini (CoRR, 2025)

AgentAda: Skill-Adaptive Data Analytics for Tailored Insight Discovery. - Amirhossein Abaskohi; Amrutha Varshini Ramesh; Shailesh Nanisetty; Chirag Goel; David Vázquez 001; Christopher Pal; Spandana Gella; Giuseppe Carenini; Issam H. Laradji (CoRR, 2025)

SOP-Bench: Complex Industrial SOPs for Evaluating LLM Agents. - Subhrangshu Nandi; Arghya Datta; Nikhil Vichare; Indranil Bhattacharya; Huzefa Raja; Jing Xu; Shayan Ray; Giuseppe Carenini; Abhi Srivastava; Aaron Chan; Man Ho Woo; Amar Kandola; et al. (CoRR, 2025)

SMARTAPS: Tool-augmented LLMs for Operations Management. - Timothy Tin Long Yu; Mahdi Mostajabdaveh; Jabo Serge Byusa; Rindra Ramamonjison; Giuseppe Carenini; Kun Mao 001; Zirui Zhou; Yong Zhang 004 (CoRR, 2025)