Giuseppe Carenini

238 papers A* 27A 23B 22Misc 2Journal 88Unranked 72
YearRankTypeTitle / Venue / Authors
2026 — conf
BeDiscovER: The Benchmark of Discourse Understanding in the Era of Reasoning Language Models.
EACL (Volume 1: Long Papers)
Chuyuan Li, Giuseppe Carenini
2026 J jnl
Improving Neural Topic Modeling with Semantically-Grounded Soft Label Distributions.
CoRR
Raymond Li, Amirhossein Abaskohi, Chuyuan Li, Gabriel Murray, Giuseppe Carenini
2026 — conf
MIMIC: Multi-party Dialogue Augmentation via Speaker Stylistic Transfer.
EACL (Findings)
Gaetano Cimino, Giuseppe Carenini, Vincenzo Deufemia
2026 J jnl
When Minor Edits Matter: LLM-Driven Prompt Attack for Medical VLM Robustness in Ultrasound.
CoRR
Yasamin Medghalchi, Milad Yazdani, AmirHossein Dabiri Aghdam, Moein Heidari, Mojan Izadkhah, Zahra Kavian, Giuseppe Carenini, Lele Wang, Dena Shahriari, Ilker Hacihaliloglu
2025 J jnl
ARR: Question Answering with Large Language Models via Analyzing, Retrieving, and Reasoning.
CoRR
Yuwei Yin, Giuseppe Carenini
2025 J jnl
AgentAda: Skill-Adaptive Data Analytics for Tailored Insight Discovery.
CoRR
Amirhossein Abaskohi, Amrutha Varshini Ramesh, Shailesh Nanisetty, Chirag Goel, David Vázquez, Christopher Pal, Spandana Gella, Giuseppe Carenini, Issam H. Laradji
2025 J jnl
BeDiscovER: The Benchmark of Discourse Understanding in the Era of Reasoning Language Models.
CoRR
Chuyuan Li, Giuseppe Carenini
2025 A* conf
CEMTM: Contextual Embedding-based Multimodal Topic Modeling.
EMNLP
Amirhossein Abaskohi, Raymond Li, Chuyuan Li, Shafiq Joty, Giuseppe Carenini
2025 J jnl
CEMTM: Contextual Embedding-based Multimodal Topic Modeling.
CoRR
Amirhossein Abaskohi, Raymond Li, Chuyuan Li, Shafiq Joty, Giuseppe Carenini
2025 A* conf
ChartGaze: Enhancing Chart Understanding in LVLMs with Eye-Tracking Guided Attention Refinement.
EMNLP
Ali Salamatian, Amirhossein Abaskohi, Wan-Cyuan Fan, Mir Rayat Imtiaz Hossain, Leonid Sigal, Giuseppe Carenini
2025 J jnl
ChartGaze: Enhancing Chart Understanding in LVLMs with Eye-Tracking Guided Attention Refinement.
CoRR
Ali Salamatian, Amirhossein Abaskohi, Wan-Cyuan Fan, Mir Rayat Imtiaz Hossain, Leonid Sigal, Giuseppe Carenini
2025 B conf
DeTriever: Decoder-representation-based Retriever for Improving NL2SQL In-Context Learning.
COLING
Raymond Li, Yuxi Feng, Zhenan Fan, Giuseppe Carenini, Weiwei Zhang, Mohammadreza Pourreza, Yong Zhang
2025 — conf
Delta-KNN: Improving Demonstration Selection in In-Context Learning for Alzheimer's Disease Detection.
ACL (1)
Chuyuan Li, Raymond Li, Thalia Shoshana Field, Giuseppe Carenini
2025 J jnl
Delta-KNN: Improving Demonstration Selection in In-Context Learning for Alzheimer's Disease Detection.
CoRR
Chuyuan Li, Raymond Li, Thalia Shoshana Field, Giuseppe Carenini
2025 A* conf
Evaluating LLM Reasoning in the Operations Research Domain with ORQA.
AAAI
Mahdi Mostajabdaveh, Timothy Tin Long Yu, Samarendra Chandan Bindu Dash, Rindra Ramamonjison, Jabo Serge Byusa, Giuseppe Carenini, Zirui Zhou, Yong Zhang
2025 — conf
Explicit Bayesian Inference to Uncover the Latent Themes of Large Language Models.
ACL (Findings)
Raymond Li, Chuyuan Li, Gabriel Murray, Giuseppe Carenini
2025 — conf
FM2DS: Few-Shot Multimodal Multihop Data Synthesis with Knowledge Distillation for Question Answering.
EMNLP (Findings)
Amirhossein Abaskohi, Spandana Gella, Giuseppe Carenini, Issam H. Laradji
2025 J jnl
Infusing Theory of Mind into Socially Intelligent LLM Agents.
CoRR
Eunjeong Hwang, Yuwei Yin, Giuseppe Carenini, Peter West, Vered Shwartz
2025 J jnl
Multi
CoRR
Juntai Cao, Xiang Zhang, Raymond Li, Chuyuan Li, Shafiq Joty, Giuseppe Carenini
2025 J jnl
SMARTAPS: Tool-augmented LLMs for Operations Management.
CoRR
Timothy Tin Long Yu, Mahdi Mostajabdaveh, Jabo Serge Byusa, Rindra Ramamonjison, Giuseppe Carenini, Kun Mao, Zirui Zhou, Yong Zhang
2025 J jnl
SOP-Bench: Complex Industrial SOPs for Evaluating LLM Agents.
CoRR
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, Brandon Theresa, Francesco Carbone
2025 J jnl
SWI: Speaking with Intent in Large Language Models.
CoRR
Yuwei Yin, Eunjeong Hwang, Giuseppe Carenini
2025 — conf
Topic-Guided Reinforcement Learning with LLMs for Enhancing Multi-Document Summarization.
EMNLP (Findings)
Chuyuan Li, Austin Xu, Shafiq Joty, Giuseppe Carenini
2025 J jnl
Topic-Guided Reinforcement Learning with LLMs for Enhancing Multi-Document Summarization.
CoRR
Chuyuan Li, Austin Xu, Shafiq Joty, Giuseppe Carenini
2024 — conf
BCAmirs at SemEval-2024 Task 4: Beyond Words: A Multimodal and Multilingual Exploration of Persuasion in Memes.
SemEval@NAACL
Amirhossein Abaskohi, AmirHossein Dabiri Aghdam, Lele Wang, Giuseppe Carenini
2024 J jnl
BCAmirs at SemEval-2024 Task 4: Beyond Words: A Multimodal and Multilingual Exploration of Persuasion in Memes.
CoRR
Amirhossein Abaskohi, AmirHossein Dabiri Aghdam, Lele Wang, Giuseppe Carenini
2024 J jnl
Captioning Visualizations with Large Language Models (CVLLM): A Tutorial.
CoRR
Giuseppe Carenini, Jordon Johnson, Ali Salamatian
2024 B conf
Coherence-based Dialogue Discourse Structure Extraction using Open-Source Large Language Models.
SIGDIAL
Gaetano Cimino, Chuyuan Li, Giuseppe Carenini, Vincenzo Deufemia
2024 J jnl
DeTriever: Decoder-representation-based Retriever for Improving NL2SQL In-Context Learning.
CoRR
Yuxi Feng, Raymond Li, Zhenan Fan, Giuseppe Carenini, Mohammadreza Pourreza, Weiwei Zhang, Yong Zhang
2024 B conf
Dialogue Discourse Parsing as Generation: A Sequence-to-Sequence LLM-based Approach.
SIGDIAL
Chuyuan Li, Yuwei Yin, Giuseppe Carenini
2024 J jnl
Evaluating LLM Reasoning in the Operations Research Domain with ORQA.
CoRR
Mahdi Mostajabdaveh, Timothy T. Yu, Samarendra Chandan Bindu Dash, Rindranirina Ramamonjison, Jabo Serge Byusa, Giuseppe Carenini, Zirui Zhou, Yong Zhang
2024 J jnl
FM2DS: Few-Shot Multimodal Multihop Data Synthesis with Knowledge Distillation for Question Answering.
CoRR
Amirhossein Abaskohi, Spandana Gella, Giuseppe Carenini, Issam H. Laradji
2024 B conf
Flexible Visual Preference Inspection in Group Decision Making.
AVI
Jordon Johnson, Spencer Yao, Giuseppe Carenini, Jonathan Evans
2024 — conf
Multi-modal Video Topic Segmentation with Dual-Contrastive Domain Adaptation.
MMM (3)
Linzi Xing, Quan Hung Tran, Fabian Caba, Franck Dernoncourt, Seunghyun Yoon, Zhaowen Wang, Trung Bui, Giuseppe Carenini
2024 — conf
Multimodal Classification of Alzheimer's Disease by Combining Facial and Eye-Tracking Data.
ML4H@NeurIPS
Shih-Han Chou, Miini Teng, Harshinee Sriram, Chuyuan Li, Giuseppe Carenini, Cristina Conati, Thalia Shoshana Field, Hyeju Jang, Gabriel Murray
2024 — conf
Neural Multimodal Topic Modeling: A Comprehensive Evaluation.
LREC/COLING
Felipe González-Pizarro, Giuseppe Carenini
2024 J jnl
Neural Multimodal Topic Modeling: A Comprehensive Evaluation.
CoRR
Felipe González-Pizarro, Giuseppe Carenini
2024 J jnl
Optimization modeling and verification from problem specifications using a multi-agent multi-stage LLM framework.
INFOR Inf. Syst. Oper. Res.
Mahdi Mostajabdaveh, Timothy T. L. Yu, Rindranirina Ramamonjison, Giuseppe Carenini, Zirui Zhou, Yong Zhang
2024 — conf
Personalized Abstractive Summarization by Tri-agent Generation Pipeline.
EACL (Findings)
Wen Xiao, Yujia Xie, Giuseppe Carenini, Pengcheng He
2023 J jnl
ChatGPT-steered Editing Instructor for Customization of Abstractive Summarization.
CoRR
Wen Xiao, Yujia Xie, Giuseppe Carenini, Pengcheng He
2023 J jnl
Classification of Alzheimer's using Deep-learning Methods on Webcam-based Gaze Data.
Proc. ACM Hum. Comput. Interact.
Anuj Harisinghani, Harshinee Sriram, Cristina Conati, Giuseppe Carenini, Thalia Shoshana Field, Hyeju Jang, Gabriel Murray
2023 — conf
Discourse Structure Extraction from Pre-Trained and Fine-Tuned Language Models in Dialogues.
EACL (Findings)
Chuyuan Li, Patrick Huber, Wen Xiao, Maxime Amblard, Chloé Braud, Giuseppe Carenini
2023 J jnl
Discourse Structure Extraction from Pre-Trained and Fine-Tuned Language Models in Dialogues.
CoRR
Chuyuan Li, Patrick Huber, Wen Xiao, Maxime Amblard, Chloé Braud, Giuseppe Carenini
2023 — conf
Diversity-Aware Coherence Loss for Improving Neural Topic Models.
ACL (2)
Raymond Li, Felipe González-Pizarro, Linzi Xing, Gabriel Murray, Giuseppe Carenini
2023 J jnl
Diversity-Aware Coherence Loss for Improving Neural Topic Models.
CoRR
Raymond Li, Felipe González-Pizarro, Linzi Xing, Gabriel Murray, Giuseppe Carenini
2023 — conf
Mixture-of-Linguistic-Experts Adapters for Improving and Interpreting Pre-trained Language Models.
EMNLP (Findings)
Raymond Li, Gabriel Murray, Giuseppe Carenini
2023 J jnl
Mixture-of-Linguistic-Experts Adapters for Improving and Interpreting Pre-trained Language Models.
CoRR
Raymond Li, Gabriel Murray, Giuseppe Carenini
2023 J jnl
Multi-Modal Video Topic Segmentation with Dual-Contrastive Domain Adaptation.
CoRR
Linzi Xing, Quan Hung Tran, Fabian Caba, Franck Dernoncourt, Seunghyun Yoon, Zhaowen Wang, Trung Bui, Giuseppe Carenini
2023 J jnl
NL4Opt Competition: Formulating Optimization Problems Based on Their Natural Language Descriptions.
CoRR
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
2023 J jnl
Tracing Influence at Scale: A Contrastive Learning Approach to Linking Public Comments and Regulator Responses.
CoRR
Linzi Xing, Brad Hackinen, Giuseppe Carenini
2023 J jnl
Visual Analytics for Generative Transformer Models.
CoRR
Raymond Li, Ruixin Yang, Wen Xiao, Ahmed AbuRa'ed, Gabriel Murray, Giuseppe Carenini
2022 J jnl
Abstractions for Visualizing Preferences in Group Decisions.
Proc. ACM Hum. Comput. Interact.
Emily Hindalong, Jordon Johnson, Giuseppe Carenini, Tamara Munzner
2022 J jnl
Attend to the Right Context: A Plug-and-Play Module for Content-Controllable Summarization.
CoRR
Wen Xiao, Lesly Miculicich, Yang Liu, Pengcheng He, Giuseppe Carenini
2022 — conf
Automated Utterance Labeling of Conversations Using Natural Language Processing.
SBP-BRiMS
Maria Laricheva, Chiyu Zhang, Yan Liu, Guanyu Chen, Terence Tracey, Richard Young, Giuseppe Carenini
2022 J jnl
Automated Utterance Labeling of Conversations Using Natural Language Processing.
CoRR
Maria Laricheva, Chiyu Zhang, Yan Liu, Guanyu Chen, Terence Tracey, Richard Young, Giuseppe Carenini
2022 J jnl
Entity-based SpanCopy for Abstractive Summarization to Improve the Factual Consistency.
CoRR
Wen Xiao, Giuseppe Carenini
2022 A* conf
Human Guided Exploitation of Interpretable Attention Patterns in Summarization and Topic Segmentation.
EMNLP
Raymond Li, Wen Xiao, Linzi Xing, Lanjun Wang, Gabriel Murray, Giuseppe Carenini
2022 J jnl
Improving Topic Segmentation by Injecting Discourse Dependencies.
CoRR
Linzi Xing, Patrick Huber, Giuseppe Carenini
2022 J jnl
Large Discourse Treebanks from Scalable Distant Supervision.
CoRR
Patrick Huber, Giuseppe Carenini
2022 — conf
PRIMERA: Pyramid-based Masked Sentence Pre-training for Multi-document Summarization.
ACL (1)
Wen Xiao, Iz Beltagy, Giuseppe Carenini, Arman Cohan
2022 A* conf
Predicting Above-Sentence Discourse Structure Using Distant Supervision from Topic Segmentation.
AAAI
Patrick Huber, Linzi Xing, Giuseppe Carenini
2022 J jnl
Towards Domain-Independent Supervised Discourse Parsing Through Gradient Boosting.
CoRR
Patrick Huber, Giuseppe Carenini
2022 — conf
Towards Understanding Large-Scale Discourse Structures in Pre-Trained and Fine-Tuned Language Models.
NAACL-HLT
Patrick Huber, Giuseppe Carenini
2022 J jnl
Towards Understanding Large-Scale Discourse Structures in Pre-Trained and Fine-Tuned Language Models.
CoRR
Patrick Huber, Giuseppe Carenini
2022 — conf
Transition to Adulthood for Young People with Intellectual or Developmental Disabilities: Emotion Detection and Topic Modeling.
SBP-BRiMS
Yan Liu, Maria Laricheva, Chiyu Zhang, Patrick Boutet, Guanyu Chen, Terence Tracey, Giuseppe Carenini, Richard Young
2022 J jnl
Transition to Adulthood for Young People with Intellectual or Developmental Disabilities: Emotion Detection and Topic Modeling.
CoRR
Yan Liu, Maria Laricheva, Chiyu Zhang, Patrick Boutet, Guanyu Chen, Terence Tracey, Giuseppe Carenini, Richard Young
2022 J jnl
Unsupervised Inference of Data-Driven Discourse Structures using a Tree Auto-Encoder.
CoRR
Patrick Huber, Giuseppe Carenini
2021 — conf
An Improved Attention for Visual Question Answering.
CVPR Workshops
Tanzila Rahman, Shih-Han Chou, Leonid Sigal, Giuseppe Carenini
2021 — conf
ConVIScope: Visual Analytics for Exploring Patient Conversations.
IEEE VIS (Short Papers)
Raymond Li, Enamul Hoque, Giuseppe Carenini, Richard Lester, Raymond Chau
2021 J jnl
ConVIScope: Visual Analytics for Exploring Patient Conversations.
CoRR
Raymond Li, Enamul Hoque, Giuseppe Carenini, Richard Lester, Raymond Chau
2021 — conf
Demoting the Lead Bias in News Summarization via Alternating Adversarial Learning.
ACL/IJCNLP (2)
Linzi Xing, Wen Xiao, Giuseppe Carenini
2021 J jnl
Demoting the Lead Bias in News Summarization via Alternating Adversarial Learning.
CoRR
Linzi Xing, Wen Xiao, Giuseppe Carenini
2021 J jnl
Exploring neural models for predicting dementia from language.
Comput. Speech Lang.
Weirui Kong, Hyeju Jang, Giuseppe Carenini, Thalia Shoshana Field
2021 J jnl
Human Interpretation and Exploitation of Self-attention Patterns in Transformers: A Case Study in Extractive Summarization.
CoRR
Raymond Li, Wen Xiao, Lanjun Wang, Giuseppe Carenini
2021 B conf
Improving Unsupervised Dialogue Topic Segmentation with Utterance-Pair Coherence Scoring.
SIGDIAL
Linzi Xing, Giuseppe Carenini
2021 J jnl
Improving Unsupervised Dialogue Topic Segmentation with Utterance-Pair Coherence Scoring.
CoRR
Linzi Xing, Giuseppe Carenini
2021 — conf
KW-ATTN: Knowledge Infused Attention for Accurate and Interpretable Text Classification.
DeeLIO@NAACL-HLT
Hyeju Jang, Seojin Bang, Wen Xiao, Giuseppe Carenini, Raymond T. Ng, Young Ji Lee
2021 — conf
NL4Opt Competition: Formulating Optimization Problems Based on Their Natural Language Descriptions.
NeurIPS (Competition and Demos)
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
2021 J jnl
PRIMER: Pyramid-based Masked Sentence Pre-training for Multi-document Summarization.
CoRR
Wen Xiao, Iz Beltagy, Giuseppe Carenini, Arman Cohan
2021 J jnl
Predicting Above-Sentence Discourse Structure using Distant Supervision from Topic Segmentation.
CoRR
Patrick Huber, Linzi Xing, Giuseppe Carenini
2021 — conf
Predicting Discourse Trees from Transformer-based Neural Summarizers.
NAACL-HLT
Wen Xiao, Patrick Huber, Giuseppe Carenini
2021 J jnl
Predicting Discourse Trees from Transformer-based Neural Summarizers.
CoRR
Wen Xiao, Patrick Huber, Giuseppe Carenini
2021 J jnl
T3-Vis: a visual analytic framework for Training and fine-Tuning Transformers in NLP.
CoRR
Raymond Li, Wen Xiao, Lanjun Wang, Hyeju Jang, Giuseppe Carenini
2021 — conf
T3-Vis: visual analytic for Training and fine-Tuning Transformers in NLP.
EMNLP (Demos)
Raymond Li, Wen Xiao, Lanjun Wang, Hyeju Jang, Giuseppe Carenini
2021 A* conf
Unsupervised Learning of Discourse Structures using a Tree Autoencoder.
AAAI
Patrick Huber, Giuseppe Carenini
2021 — conf
W-RST: Towards a Weighted RST-style Discourse Framework.
ACL/IJCNLP (1)
Patrick Huber, Wen Xiao, Giuseppe Carenini
2021 J jnl
W-RST: Towards a Weighted RST-style Discourse Framework.
CoRR
Patrick Huber, Wen Xiao, Giuseppe Carenini
2020 J jnl
An Improved Attention for Visual Question Answering.
CoRR
Tanzila Rahman, Shih-Han Chou, Leonid Sigal, Giuseppe Carenini
2020 J jnl
Do We Really Need That Many Parameters In Transformer For Extractive Summarization? Discourse Can Help !
CoRR
Wen Xiao, Patrick Huber, Giuseppe Carenini
2020 — conf
Exploratory Analysis of COVID-19 Related Tweets in North America to Inform Public Health Institutes.
NLP4COVID@EMNLP
Hyeju Jang, Emily Rempel, Giuseppe Carenini, Naveed Z. Janjua
2020 J jnl
Exploratory Analysis of COVID-19 Related Tweets in North America to Inform Public Health Institutes.
CoRR
Hyeju Jang, Emily Rempel, Giuseppe Carenini, Naveed Z. Janjua
2020 B conf
From Sentiment Annotations to Sentiment Prediction through Discourse Augmentation.
COLING
Patrick Huber, Giuseppe Carenini
2020 J jnl
From Sentiment Annotations to Sentiment Prediction through Discourse Augmentation.
CoRR
Patrick Huber, Giuseppe Carenini
2020 — conf
Improving Context Modeling in Neural Topic Segmentation.
AACL/IJCNLP
Linzi Xing, Brad Hackinen, Giuseppe Carenini, Francesco Trebbi
2020 J jnl
Improving Context Modeling in Neural Topic Segmentation.
CoRR
Linzi Xing, Brad Hackinen, Giuseppe Carenini, Francesco Trebbi
2020 — conf
MEGA RST Discourse Treebanks with Structure and Nuclearity from Scalable Distant Sentiment Supervision.
EMNLP (1)
Patrick Huber, Giuseppe Carenini
2020 J jnl
MEGA RST Discourse Treebanks with Structure and Nuclearity from Scalable Distant Sentiment Supervision.
CoRR
Patrick Huber, Giuseppe Carenini
2020 A conf
NJM-Vis: interpreting neural joint models in NLP.
IUI
David Johnson, Giuseppe Carenini, Gabriel Murray
2020 B conf
Neural Data-Driven Captioning of Time-Series Line Charts.
AVI
Andrea Spreafico, Giuseppe Carenini
2020 — conf
Neural RST-based Evaluation of Discourse Coherence.
AACL/IJCNLP
Grigorii Guz, Peyman Bateni, Darius Muglich, Giuseppe Carenini
2020 J jnl
Neural RST-based Evaluation of Discourse Coherence.
CoRR
Grigorii Guz, Peyman Bateni, Darius Muglich, Giuseppe Carenini
2020 — conf
Non-Invasive Classification of Alzheimer's Disease Using Eye Tracking and Language.
MLHC
Oswald Barral, Hyeju Jang, Sally Newton-Mason, Sheetal Shajan, Thomas Soroski, Giuseppe Carenini, Cristina Conati, Thalia Shoshana Field
2020 — conf
Systematically Exploring Redundancy Reduction in Summarizing Long Documents.
AACL/IJCNLP
Wen Xiao, Giuseppe Carenini
2020 J jnl
Systematically Exploring Redundancy Reduction in Summarizing Long Documents.
CoRR
Wen Xiao, Giuseppe Carenini
2020 — conf
Towards Domain-Independent Text Structuring Trainable on Large Discourse Treebanks.
EMNLP (Findings)
Grigorii Guz, Giuseppe Carenini
2020 B conf
Towards Rigorously Designed Preference Visualizations for Group Decision Making.
PacificVis
Emily Hindalong, Jordon Johnson, Giuseppe Carenini, Tamara Munzner
2020 B conf
Unleashing the Power of Neural Discourse Parsers - A Context and Structure Aware Approach Using Large Scale Pretraining.
COLING
Grigorii Guz, Patrick Huber, Giuseppe Carenini
2020 J jnl
Unleashing the Power of Neural Discourse Parsers - A Context and Structure Aware Approach Using Large Scale Pretraining.
CoRR
Grigorii Guz, Patrick Huber, Giuseppe Carenini
2020 J jnl
Unsupervised Learning of Discourse Structures using a Tree Autoencoder.
CoRR
Patrick Huber, Giuseppe Carenini
2019 — conf
A Neural Model for Predicting Dementia from Language.
MLHC
Weirui Kong, Hyeju Jang, Giuseppe Carenini, Thalia Shoshana Field
2019 — conf
Comparing the Intrinsic Performance of Clinical Concept Embeddings by Their Field of Medicine.
LOUHI@EMNLP
John-Jose Nunez, Giuseppe Carenini
2019 — conf
Discourse Analysis and Its Applications.
ACL (4)
Shafiq R. Joty, Giuseppe Carenini, Raymond T. Ng, Gabriel Murray
2019 — conf
Evaluating Topic Quality with Posterior Variability.
EMNLP/IJCNLP (1)
Linzi Xing, Michael J. Paul, Giuseppe Carenini
2019 J jnl
Evaluating Topic Quality with Posterior Variability.
CoRR
Linzi Xing, Michael J. Paul, Giuseppe Carenini
2019 — conf
Extractive Summarization of Long Documents by Combining Global and Local Context.
EMNLP/IJCNLP (1)
Wen Xiao, Giuseppe Carenini
2019 J jnl
Extractive Summarization of Long Documents by Combining Global and Local Context.
CoRR
Wen Xiao, Giuseppe Carenini
2019 J jnl
Gaze analysis of user characteristics in magazine style narrative visualizations.
User Model. User Adapt. Interact.
Dereck Toker, Cristina Conati, Giuseppe Carenini
2019 J jnl
Interactive topic hierarchy revision for exploring a collection of online conversations.
Inf. Vis.
Enamul Hoque, Giuseppe Carenini
2019 J jnl
Modeling content and structure for abstractive review summarization.
Comput. Speech Lang.
Shima Gerani, Giuseppe Carenini, Raymond T. Ng
2019 — conf
Neural Prediction of Patient Needs in an Ovarian Cancer Online Discussion Forum.
Canadian AI
Hyeju Jang, Young Ji Lee, Giuseppe Carenini, Raymond T. Ng, Grace Campbell, Kendall Ho
2019 — conf
OCTVis: Ontology-Based Comparison of Topic Models.
IEEE VIS (Short Papers)
Amon Ge, Hyeju Jang, Giuseppe Carenini, Kendall Ho, Young Ji Lee
2019 — conf
Predicting Discourse Structure using Distant Supervision from Sentiment.
EMNLP/IJCNLP (1)
Patrick Huber, Giuseppe Carenini
2019 J jnl
Predicting Discourse Structure using Distant Supervision from Sentiment.
CoRR
Patrick Huber, Giuseppe Carenini
2018 A* conf
Discourse Processing and Its Applications in Text Mining.
ICDM
Shafiq R. Joty, Giuseppe Carenini, Raymond T. Ng, Gabriel Murray
2018 J jnl
Interactive Visualization for Group Decision Analysis.
Int. J. Inf. Technol. Decis. Mak.
Sanjana Bajracharya, Giuseppe Carenini, Brent C. Chamberlain, Kai Di Chen, Daniel Klein, David Poole, Hamed Taheri, Gunilla Öberg
2018 — conf
NLP for Conversations: Sentiment, Summarization, and Group Dynamics.
COLING (Tutorials)
Gabriel Murray, Giuseppe Carenini, Shafiq R. Joty
2018 A conf
User-adaptive Support for Processing Magazine Style Narrative Visualizations: Identifying User Characteristics that Matter.
IUI
Dereck Toker, Cristina Conati, Giuseppe Carenini
2017 — conf
Automatic Community Creation for Abstractive Spoken Conversations Summarization.
NFiS@EMNLP
Karan Singla, Evgeny A. Stepanov, Ali Orkan Bayer, Giuseppe Carenini, Giuseppe Riccardi
2017 A conf
CQAVis: Visual Text Analytics for Community Question Answering.
IUI
Enamul Hoque, Shafiq R. Joty, Lluís Màrquez, Giuseppe Carenini
2017 — conf
Chat Disentanglement: Identifying Semantic Reply Relationships with Random Forests and Recurrent Neural Networks.
IJCNLP(1)
Shikib Mehri, Giuseppe Carenini
2017 — conf
Detecting Dementia through Retrospective Analysis of Routine Blog Posts by Bloggers with Dementia.
BioNLP
Vaden Masrani, Gabriel Murray, Thalia Shoshana Field, Giuseppe Carenini
2017 — conf
Domain Adaptation for Detecting Mild Cognitive Impairment.
Canadian AI
Vaden Masrani, Gabriel Murray, Thalia Shoshana Field, Giuseppe Carenini
2017 — conf
Exploring Joint Neural Model for Sentence Level Discourse Parsing and Sentiment Analysis.
SIGDIAL Conference
Bita Nejat, Giuseppe Carenini, Raymond T. Ng
2017 — conf
Generating and Evaluating Summaries for Partial Email Threads: Conversational Bayesian Surprise and Silver Standards.
SIGDIAL Conference
Jordon Johnson, Vaden Masrani, Giuseppe Carenini, Raymond T. Ng
2017 A conf
Impact of Individual Differences on User Experience with a Real-World Visualization Interface for Public Engagement.
UMAP
Sébastien Lallé, Cristina Conati, Giuseppe Carenini
2017 — conf
Impact of Individual Differences on User Experience with a Visualization Interface for Public Engagement.
UMAP (Adjunct Publication)
Sébastien Lallé, Cristina Conati, Giuseppe Carenini
2017 — conf
Multimedia Summary Generation from Online Conversations: Current Approaches and Future Directions.
NFiS@EMNLP
Enamul Hoque, Giuseppe Carenini
2017 — ed.
Proceedings of the Workshop on New Frontiers in Summarization, NFiS@EMNLP 2017, Copenhagen, Denmark, September 7, 2017
NFiS@EMNLP
Lu Wang, Jackie Chi Kit Cheung, Giuseppe Carenini, Fei Liu
2016 — conf
An Interactive System for Exploring Community Question Answering Forums.
COLING (Demos)
Enamul Hoque, Shafiq R. Joty, Lluís Màrquez, Alberto Barrón-Cedeño, Giovanni Da San Martino, Alessandro Moschitti, Preslav Nakov, Salvatore Romeo, Giuseppe Carenini
2016 J jnl
Interactive Topic Modeling for Exploring Asynchronous Online Conversations: Design and Evaluation of ConVisIT.
ACM Trans. Interact. Intell. Syst.
Enamul Hoque, Giuseppe Carenini
2016 A conf
MultiConVis: A Visual Text Analytics System for Exploring a Collection of Online Conversations.
IUI
Enamul Hoque, Giuseppe Carenini
2016 A* conf
Predicting Confusion in Information Visualization from Eye Tracking and Interaction Data.
IJCAI
Sébastien Lallé, Cristina Conati, Giuseppe Carenini
2016 J jnl
Prediction of individual learning curves across information visualizations.
User Model. User Adapt. Interact.
Sébastien Lallé, Cristina Conati, Giuseppe Carenini
2016 B conf
Training Data Enrichment for Infrequent Discourse Relations.
COLING
Kailang Jiang, Giuseppe Carenini, Raymond T. Ng
2016 A* conf
What's Hot in Intelligent User Interfaces.
AAAI
Shimei Pan, Oliver Brdiczka, Giuseppe Carenini, Duen Horng Chau, Per Ola Kristensson
2015 J jnl
CODRA: A Novel Discriminative Framework for Rhetorical Analysis.
Comput. Linguistics
Shafiq R. Joty, Giuseppe Carenini, Raymond T. Ng
2015 A conf
ConVisIT: Interactive Topic Modeling for Exploring Asynchronous Online Conversations.
IUI
Enamul Hoque, Giuseppe Carenini
2015 A conf
Prediction of Users' Learning Curves for Adaptation while Using an Information Visualization.
IUI
Sébastien Lallé, Dereck Toker, Cristina Conati, Giuseppe Carenini
2015 — ed.
Proceedings of the 20th International Conference on Intelligent User Interfaces Companion, IUI 2015, Atlanta, GA, USA, March 29 - April 01, 2015
IUI Companion
Oliver Brdiczka, Polo Chau, Giuseppe Carenini, Shimei Pan, Per Ola Kristensson
2015 A ed.
Proceedings of the 20th International Conference on Intelligent User Interfaces, IUI 2015, Atlanta, GA, USA, March 29 - April 01, 2015
IUI
Oliver Brdiczka, Polo Chau, Giuseppe Carenini, Shimei Pan, Per Ola Kristensson
2015 A* conf
Towards User-Adaptive Information Visualization.
AAAI
Cristina Conati, Giuseppe Carenini, Dereck Toker, Sébastien Lallé
2014 J jnl
A Decision Support System for the Design and Evaluation of Sustainable Wastewater Solutions.
IEEE Trans. Computers
Brent C. Chamberlain, Giuseppe Carenini, Gunilla Öberg, David Poole, Hamed Taheri
2014 B conf
A Template-based Abstractive Meeting Summarization: Leveraging Summary and Source Text Relationships.
INLG
Tatsuro Oya, Yashar Mehdad, Giuseppe Carenini, Raymond T. Ng
2014 A* conf
Abstractive Summarization of Product Reviews Using Discourse Structure.
EMNLP
Shima Gerani, Yashar Mehdad, Giuseppe Carenini, Raymond T. Ng, Bita Nejat
2014 — conf
Abstractive Summarization of Spoken and Written Conversations Based on Phrasal Queries.
ACL (1)
Yashar Mehdad, Giuseppe Carenini, Raymond T. Ng
2014 J jnl
ConVis: A Visual Text Analytic System for Exploring Blog Conversations.
Comput. Graph. Forum
Enamul Hoque, Giuseppe Carenini
2014 A* conf
Detecting Disagreement in Conversations using Pseudo-Monologic Rhetorical Structure.
EMNLP
Kelsey R. Allen, Giuseppe Carenini, Raymond T. Ng
2014 J jnl
Evaluating the Impact of User Characteristics and Different Layouts on an Interactive Visualization for Decision Making.
Comput. Graph. Forum
Cristina Conati, Giuseppe Carenini, Enamul Hoque, Ben Steichen, Dereck Toker
2014 — conf
Extractive Summarization and Dialogue Act Modeling on Email Threads: An Integrated Probabilistic Approach.
SIGDIAL Conference
Tatsuro Oya, Giuseppe Carenini
2014 A* conf
Highlighting interventions and user differences: informing adaptive information visualization support.
CHI
Giuseppe Carenini, Cristina Conati, Enamul Hoque, Ben Steichen, Dereck Toker, James T. Enns
2014 J jnl
Inferring Visualization Task Properties, User Performance, and User Cognitive Abilities from Eye Gaze Data.
ACM Trans. Interact. Intell. Syst.
Ben Steichen, Cristina Conati, Giuseppe Carenini
2014 A conf
Te, Te, Hi, Hi: Eye Gaze Sequence Analysis for Informing User-Adaptive Information Visualizations.
UMAP
Ben Steichen, Michael M. A. Wu, Dereck Toker, Cristina Conati, Giuseppe Carenini
2014 J jnl
Topic Segmentation and Labeling in Asynchronous Conversations.
CoRR
Shafiq Rayhan Joty, Giuseppe Carenini, Raymond T. Ng
2014 A conf
Towards facilitating user skill acquisition: identifying untrained visualization users through eye tracking.
IUI
Dereck Toker, Ben Steichen, Matthew Gingerich, Cristina Conati, Giuseppe Carenini
2013 — conf
Abstractive Meeting Summarization with Entailment and Fusion.
ENLG
Yashar Mehdad, Giuseppe Carenini, Frank Wm. Tompa, Raymond T. Ng
2013 — conf
Combining Intra- and Multi-sentential Rhetorical Parsing for Document-level Discourse Analysis.
ACL (1)
Shafiq R. Joty, Giuseppe Carenini, Raymond T. Ng, Yashar Mehdad
2013 — conf
Dialogue Act Recognition in Synchronous and Asynchronous Conversations.
SIGDIAL Conference
Maryam Tavafi, Yashar Mehdad, Shafiq R. Joty, Giuseppe Carenini, Raymond T. Ng
2013 A* conf
Individual user characteristics and information visualization: connecting the dots through eye tracking.
CHI
Dereck Toker, Cristina Conati, Ben Steichen, Giuseppe Carenini
2013 J jnl
Multi-Document Summarization of Evaluative Text.
Comput. Intell.
Giuseppe Carenini, Jackie Chi Kit Cheung, Adam Pauls
2013 — book
Perspectives on Business Intelligence
Raymond T. Ng, Patricia C. Arocena, Denilson Barbosa, Giuseppe Carenini, Luiz Celso Gomes Jr., Stephan Jou, Rock Anthony Leung, Evangelos E. Milios, Renée J. Miller, John Mylopoulos, Rachel Pottinger, Frank Wm. Tompa, Eric S. K. Yu
2013 — conf
Seeing how you're Looking - Using Real-Time Eye Gaze Data for User-Adaptive Visualization.
UMAP Workshops
Ben Steichen, Oliver Schmid, Cristina Conati, Giuseppe Carenini
2013 J jnl
Topic Segmentation and Labeling in Asynchronous Conversations.
J. Artif. Intell. Res.
Shafiq R. Joty, Giuseppe Carenini, Raymond T. Ng
2013 — conf
Towards Topic Labeling with Phrase Entailment and Aggregation.
HLT-NAACL
Yashar Mehdad, Giuseppe Carenini, Raymond T. Ng, Shafiq R. Joty
2013 — conf
User Task Adaptation in Multimedia Presentations.
UMAP Workshops
Giuseppe Carenini, Cristina Conati, Enamul Hoque, Ben Steichen
2013 A conf
User-adaptive information visualization: using eye gaze data to infer visualization tasks and user cognitive abilities.
IUI
Ben Steichen, Giuseppe Carenini, Cristina Conati
2012 — conf
A Novel Discriminative Framework for Sentence-Level Discourse Analysis.
EMNLP-CoNLL
Shafiq R. Joty, Giuseppe Carenini, Raymond T. Ng
2012 — conf
A Visual Interface for Analyzing Text Conversations.
BIRTE
Shama Rashid, Giuseppe Carenini, Raymond T. Ng
2012 — conf
Adaptive Information Visualization - Predicting user characteristics and task context from eye gaze.
UMAP Workshops
Ben Steichen, Giuseppe Carenini, Cristina Conati
2012 J jnl
Introduction to the Special Section on Intelligent Visual Interfaces for Text Analysis.
ACM Trans. Intell. Syst. Technol.
Shixia Liu, Michelle X. Zhou, Giuseppe Carenini, Huamin Qu
2012 A* conf
Methods for mining and summarizing text conversations.
SIGIR
Giuseppe Carenini, Gabriel Murray
2012 A conf
Towards Adaptive Information Visualization: On the Influence of User Characteristics.
UMAP
Dereck Toker, Cristina Conati, Giuseppe Carenini, Mona Haraty
2012 — conf
Using the Omega Index for Evaluating Abstractive Community Detection.
EvalMetrics@NAACL-HLT
Gabriel Murray, Giuseppe Carenini, Raymond T. Ng
2011 — conf
Exploiting Conversational Features to Detect High-Quality Blog Comments.
Canadian AI
Nicholas FitzGerald, Giuseppe Carenini, Gabriel Murray, Shafiq R. Joty
2011 — book
Methods for Mining and Summarizing Text Conversations
Giuseppe Carenini, Gabriel Murray, Raymond T. Ng
2011 J jnl
Subjectivity detection in spoken and written conversations.
Nat. Lang. Eng.
Gabriel Murray, Giuseppe Carenini
2011 A conf
Supervised Topic Segmentation of Email Conversations.
ICWSM
Shafiq R. Joty, Giuseppe Carenini, Gabriel Murray, Raymond T. Ng
2011 A* conf
Unsupervised Modeling of Dialog Acts in Asynchronous Conversations.
IJCAI
Shafiq R. Joty, Giuseppe Carenini, Chin-Yew Lin
2011 — conf
User-Adaptive Visualizations: Can Gaze Data Tell Us When a User Needs Them?
Scalable Integration of Analytics and Visualization
Cristina Conati, Giuseppe Carenini, Mona Harati, Dereck Toker, Nicholas FitzGerald, Anna Flagg
2010 A* conf
Exploiting Conversation Structure in Unsupervised Topic Segmentation for Emails.
EMNLP
Shafiq R. Joty, Giuseppe Carenini, Gabriel Murray, Raymond T. Ng
2010 B conf
Generating and Validating Abstracts of Meeting Conversations: a User Study.
INLG
Gabriel Murray, Giuseppe Carenini, Raymond T. Ng
2010 — conf
Interpretation and Transformation for Abstracting Conversations.
HLT-NAACL
Gabriel Murray, Giuseppe Carenini, Raymond T. Ng
2010 — conf
Model AI Assignments.
EAAI
Todd W. Neller, John DeNero, Dan Klein, Sven Koenig, William Yeoh, Xiaoming Zheng, Kenny Daniel, Alex Nash, Zachary Dodds, Giuseppe Carenini, David Poole, Christopher Brooks
2010 A conf
The impact of ASR on abstractive vs. extractive meeting summaries.
INTERSPEECH
Gabriel Murray, Giuseppe Carenini, Raymond T. Ng
2010 A conf
Workshop on intelligent visual interfaces for text analysis.
IUI
Shixia Liu, Michelle X. Zhou, Giuseppe Carenini, Huamin Qu
2009 A conf
A multimedia interface for facilitating comparisons of opinions.
IUI
Giuseppe Carenini, Lucas Rizoli
2009 A conf
Detecting subjectivity in multiparty speech.
INTERSPEECH
Gabriel Murray, Giuseppe Carenini
2009 A* conf
Predicting Subjectivity in Multimodal Conversations.
EMNLP
Gabriel Murray, Giuseppe Carenini
2009 A conf
Regression-Based Summarization of Email Conversations.
ICWSM
Jan Ulrich, Giuseppe Carenini, Gabriel Murray, Raymond T. Ng
2008 B conf
An empirical evaluation of interactive visualizations for preferential choice.
AVI
Jeanette Bautista, Giuseppe Carenini
2008 B conf
Extractive vs. NLG-based Abstractive Summarization of Evaluative Text: The Effect of Corpus Controversiality.
INLG
Giuseppe Carenini, Jackie Chi Kit Cheung
2008 J jnl
Pedagogy and usability in interactive algorithm visualizations: Designing and evaluating CIspace.
Interact. Comput.
Saleema Amershi, Giuseppe Carenini, Cristina Conati, Alan K. Mackworth, David Poole
2008 A* conf
Summarizing Emails with Conversational Cohesion and Subjectivity.
ACL
Giuseppe Carenini, Raymond T. Ng, Xiaodong Zhou
2008 A* conf
Summarizing Spoken and Written Conversations.
EMNLP
Gabriel Murray, Giuseppe Carenini
2008 — conf
The University of British Columbia at TAC 2008.
TAC
Gabriel Murray, Shafiq R. Joty, Giuseppe Carenini, Raymond T. Ng
2007 — conf
Adaptive Content Presentation for the Web.
The Adaptive Web
Andrea Bunt, Giuseppe Carenini, Cristina Conati
2007 A* conf
Summarizing email conversations with clue words.
WWW
Giuseppe Carenini, Raymond T. Ng, Xiaodong Zhou
2006 B conf
An integrated task-based framework for the design and evaluation of visualizations to support preferential choice.
AVI
Jeanette Bautista, Giuseppe Carenini
2006 J jnl
Generating and evaluating evaluative arguments.
Artif. Intell.
Giuseppe Carenini, Johanna D. Moore
2006 A conf
Interactive multimedia summaries of evaluative text.
IUI
Giuseppe Carenini, Raymond T. Ng, Adam Pauls
2006 A conf
Multi-Document Summarization of Evaluative Text.
EACL
Giuseppe Carenini, Raymond T. Ng, Adam Pauls
2005 B conf
Designing CIspace: pedagogy and usability in a learning environment for AI.
ITiCSE
Saleema Amershi, N. Arksey, Giuseppe Carenini, Cristina Conati, Alan K. Mackworth, Heather Maclaren, David Poole
2005 Misc conf
Discovery and regeneration of hidden emails.
SAC
Giuseppe Carenini, Raymond T. Ng, Xiaodong Zhou, Ed Zwart
2005 B conf
Extracting knowledge from evaluative text.
K-CAP
Giuseppe Carenini, Raymond T. Ng, Ed Zwart
2005 A* conf
Scalable discovery of hidden emails from large folders.
KDD
Giuseppe Carenini, Raymond T. Ng, Xiaodong Zhou
2004 J jnl
AutoBrief: an experimental system for the automatic generation of briefings in integrated text and information graphics.
Int. J. Hum. Comput. Stud.
Nancy L. Green, Giuseppe Carenini, Stephan M. Kerpedjiev, Joe Mattis, Johanna D. Moore, Steven F. Roth
2004 A* conf
Exploring More Realistic Evaluation Measures for Collaborative Filtering.
AAAI
Giuseppe Carenini, Rita Sharma
2004 B conf
ValueCharts: analyzing linear models expressing preferences and evaluations.
AVI
Giuseppe Carenini, John Loyd
2003 A conf
Towards more conversational and collaborative recommender systems.
IUI
Giuseppe Carenini, Jocelyin Smith, David Poole
2001 A* conf
An Empirical Study of the Influence of User Tailoring on Evaluative Argument Effectiveness.
IJCAI
Giuseppe Carenini, Johanna D. Moore
2001 — conf
An analysis of the influence of need for cognition on dynamic queries usage.
CHI Extended Abstracts
Giuseppe Carenini
2001 Misc conf
GEA: A Complete, Modular System for Generating Evaluative Arguments.
International Conference on Computational Science (1)
Giuseppe Carenini
2001 A* conf
Generating Tailored Examples to Support Learning via Self-explanation.
IJCAI
Cristina Conati, Giuseppe Carenini
2000 B conf
A Task-based Framework to Evaluate Evaluative Arguments.
INLG
Giuseppe Carenini
2000 B conf
A strategy for generating evaluative arguments.
INLG
Giuseppe Carenini, Johanna D. Moore
2000 A* conf
An Empirical Study of the Influence of Argument Conciseness on Argument Effectiveness.
ACL
Giuseppe Carenini, Johanna D. Moore
2000 J jnl
Dealing with the Expert Inconsistency in Probability Elicitation.
IEEE Trans. Knowl. Data Eng.
Stefano Monti, Giuseppe Carenini
1998 B conf
A Principled Representation Of Attributive Descriptions For Generating Integrated Text And Information Graphics Presentations.
INLG
Nancy L. Green, Giuseppe Carenini, Johanna D. Moore
1998 J jnl
Describing Complex Charts in Natural Language: A Caption Generation System.
Comput. Linguistics
Vibhu O. Mittal, Johanna D. Moore, Giuseppe Carenini, Steven F. Roth
1998 J jnl
Designing computer-based frameworks that facilitate doctor-patient collaboration.
Artif. Intell. Medicine
Bruce G. Buchanan, Giuseppe Carenini, Vibhu O. Mittal, Johanna D. Moore
1998 — conf
Saying It in Graphics: From Intentions to Visualizations.
INFOVIS
Stephan M. Kerpedjiev, Giuseppe Carenini, Nancy L. Green, Johanna D. Moore, Steven F. Roth
1997 J jnl
AutoBrief: a multimedia presentation system for assisting data analysis.
Comput. Stand. Interfaces
Stephan M. Kerpedjiev, Giuseppe Carenini, Steven F. Roth, Johanna D. Moore
1997 A conf
Integrating Planning and Task-Based Design for Multimedia Presentation.
IUI
Stephan M. Kerpedjiev, Giuseppe Carenini, Steven F. Roth, Johanna D. Moore
1995 B conf
An Information-Based Bayesian Approach to History Taking.
AIME
Giuseppe Carenini, Stefano Monti, Gordon Banks
1995 J jnl
An intelligent interactive system for delivering individualized information to patients.
Artif. Intell. Medicine
Bruce G. Buchanan, Johanna D. Moore, Diana E. Forsythe, Giuseppe Carenini, S. Ohlsson, Gordon Banks
1995 A* conf
Generating Explanatory Captions for Information Graphics.
IJCAI
Vibhu O. Mittal, Steven F. Roth, Johanna D. Moore, Joe Mattis, Giuseppe Carenini
1993 A conf
Generating explanations in context.
IUI
Giuseppe Carenini, Johanna D. Moore
1993 J jnl
Natural language generation and hypertext access.
Appl. Artif. Intell.
Giuseppe Carenini, Fabio Pianesi, Marco Ponzi, Oliviero Stock
1990 — conf
Some New Perspectives in Information Access and Interface Design.
Modelling the Innovation
Oliviero Stock, Giuseppe Carenini, Marco Ponzi, Vieri Samek-Lodovici