De l'utilisation du dialogue naturel pour masquer les QCM au sein des jeux sérieux (Of the Use of Natural Dialogue to Hide MCQs in Serious Games) [in French]. - Franck Dernoncourt (JEP-TALN-RECITAL, 2012)

Developing Data Standards and Systems for MOOC Data Science. - Kalyan Veeramachaneni; Franck Dernoncourt; Colin Taylor; Zachary A. Pardos; Una-May O'Reilly (AIED Workshops, 2013)

Imprecise selection and fitness approximation in a large-scale evolutionary rule based system for blood pressure prediction. - Erik Hemberg; Kalyan Veeramachaneni; Franck Dernoncourt; Mark Wagy; Una-May O'Reilly (GECCO (Companion), 2013)

Efficient training set use for blood pressure prediction in a large scale learning classifier system. - Erik Hemberg; Kalyan Veeramachaneni; Franck Dernoncourt; Mark Wagy; Una-May O'Reilly (GECCO (Companion), 2013)

Replacing the computer mouse. - Franck Dernoncourt (CoRR, 2014)

TrackMania is NP-complete. - Franck Dernoncourt (CoRR, 2014)

MOOCdb: Developing Standards and Systems to Support MOOC Data Science. - Kalyan Veeramachaneni; Sherif A. Halawa; Franck Dernoncourt; Una-May O'Reilly; Colin Taylor; Chuong B. Do (CoRR, 2014)

Gaussian Process-Based Feature Selection for Wavelet Parameters: Predicting Acute Hypotensive Episodes from Physiological Signals. - Franck Dernoncourt; Kalyan Veeramachaneni; Una-May O'Reilly (CBMS, 2015)

Feature-Augmented Neural Networks for Patient Note De-identification. - Ji Young Lee 001; Franck Dernoncourt; Özlem Uzuner; Peter Szolovits (ClinicalNLP@COLING 2016, 2016)

Robust Dialog State Tracking for Large Ontologies. - Franck Dernoncourt; Ji Young Lee 001; Trung Bui; Hung H. Bui (IWSDS, 2016)

Sequential Short-Text Classification with Recurrent and Convolutional Neural Networks. - Ji Young Lee 001; Franck Dernoncourt (HLT-NAACL, 2016)

Optimizing neural network hyperparameters with Gaussian processes for dialog act classification. - Franck Dernoncourt; Ji Young Lee 001 (SLT, 2016)

Mapping distributional to model-theoretic semantic spaces: a baseline. - Franck Dernoncourt (CoRR, 2016)

Adobe-MIT submission to the DSTC 4 Spoken Language Understanding pilot task. - Franck Dernoncourt; Ji Young Lee 001; Trung Bui; Hung H. Bui (CoRR, 2016)

Neural Networks for Joint Sentence Classification in Medical Paper Abstracts. - Franck Dernoncourt; Ji Young Lee 001; Peter Szolovits (EACL (2), 2017)

NeuroNER: an easy-to-use program for named-entity recognition based on neural networks. - Franck Dernoncourt; Ji Young Lee 001; Peter Szolovits (EMNLP (System Demonstrations), 2017)

PubMed 200k RCT: a Dataset for Sequential Sentence Classification in Medical Abstracts. - Franck Dernoncourt; Ji Young Lee 001 (IJCNLP(2), 2017)

MIT at SemEval-2017 Task 10: Relation Extraction with Convolutional Neural Networks. - Ji Young Lee 001; Franck Dernoncourt; Peter Szolovits (SemEval@ACL, 2017)

Comparing Rule-Based and Deep Learning Models for Patient Phenotyping. - Sebastian Gehrmann; Franck Dernoncourt; Yeran Li; Eric T. Carlson; Joy T. Wu; Jonathan Welt; John Foote Jr.; Edward T. Moseley; David W. Grant; Patrick D. Tyler; Leo Anthony Celi (CoRR, 2017)

De-identification of patient notes with recurrent neural networks. - Franck Dernoncourt; Ji Young Lee 001; Özlem Uzuner; Peter Szolovits (J. Am. Medical Informatics Assoc., 2017)

Sequential short-text classification with neural networks. - Franck Dernoncourt (2017)

A Web-based Framework for Collecting and Assessing Highlighted Sentences in a Document. - Sasha Spala; Franck Dernoncourt; Walter Chang; Carl Dockhorn (COLING (Demos), 2018)

A Framework for Speech Recognition Benchmarking. - Franck Dernoncourt; Trung Bui; Walter Chang (INTERSPEECH, 2018)

A Repository of Corpora for Summarization. - Franck Dernoncourt; Mohammad Ghassemi; Walter Chang (LREC, 2018)

Transfer Learning for Named-Entity Recognition with Neural Networks. - Ji Young Lee 001; Franck Dernoncourt; Peter Szolovits (LREC, 2018)

A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents. - Arman Cohan; Franck Dernoncourt; Doo Soon Kim; Trung Bui; Seokhwan Kim; Walter Chang; Nazli Goharian (NAACL-HLT (2), 2018)

A Comparison Study of Human Evaluated Automated Highlighting Systems. - Sasha Spala; Franck Dernoncourt; Walter Chang; Carl Dockhorn (PACLIC, 2018)

MIT-MEDG at SemEval-2018 Task 7: Semantic Relation Classification via Convolution Neural Network. - Di Jin; Franck Dernoncourt; Elena Sergeeva; Matthew B. A. McDermott; Geeticka Chauhan (SemEval@NAACL-HLT, 2018)

Behind the scenes: A medical natural language processing project. - Joy T. Wu; Franck Dernoncourt; Sebastian Gehrmann; Patrick D. Tyler; Edward T. Moseley; Eric T. Carlson; David W. Grant; Yeran Li; Jonathan Welt; Leo Anthony Celi (Int. J. Medical Informatics, 2018)

On the Effectiveness of the Pooling Methods for Biomedical Relation Extraction with Deep Learning. - Tuan Ngo Nguyen; Franck Dernoncourt; Thien Huu Nguyen (LOUHI@EMNLP, 2019)

Scoring Sentence Singletons and Pairs for Abstractive Summarization. - Logan Lebanoff; Kaiqiang Song; Franck Dernoncourt; Doo Soon Kim; Seokhwan Kim; Walter Chang; Fei Liu 004 (ACL (1), 2019)

Learning Emphasis Selection for Written Text in Visual Media from Crowd-Sourced Label Distributions. - Amirreza Shirani; Franck Dernoncourt; Paul Asente; Nedim Lipka; Seokhwan Kim; Jose Echevarria; Thamar Solorio (ACL (1), 2019)

Expressing Visual Relationships via Language. - Hao Tan 002; Franck Dernoncourt; Zhe Lin 001; Trung Bui; Mohit Bansal (ACL (1), 2019)

DEFT: A corpus for definition extraction in free- and semi-structured text. - Sasha Spala; Nicholas A. Miller; Yiming Yang; Franck Dernoncourt; Carl Dockhorn (LAW@ACL, 2019)

A Compare-Aggregate Model with Latent Clustering for Answer Selection. - Seunghyun Yoon 002; Franck Dernoncourt; Doo Soon Kim; Trung Bui; Kyomin Jung (CIKM, 2019)

A Markov Network Model for Natural Language Semantic Matching. - Lidan Wang; Trung Bui; Franck Dernoncourt; Natwar Modani (ICDM Workshops, 2019)

Margin Call: an Accessible Web-based Text Viewer with Generated Paragraph Summaries in the Margin. - Naba Rizvi; Sebastian Gehrmann; Franck Dernoncourt (INLG, 2019)

Exploiting Semi-Supervised Training Through a Dropout Regularization in End-to-End Speech Recognition. - Subhadeep Dey; Petr Motlícek; Trung Bui; Franck Dernoncourt (INTERSPEECH, 2019)

Improving Human Text Comprehension through Semi-Markov CRF-based Neural Section Title Generation. - Sebastian Gehrmann; Steven Layne; Franck Dernoncourt (NAACL-HLT (1), 2019)

Analyzing Sentence Fusion in Abstractive Summarization. - Logan Lebanoff; John Muchovej; Franck Dernoncourt; Doo Soon Kim; Seokhwan Kim; Walter Chang; Fei Liu 004 (CoRR, 2019)

Improving Slot Filling by Utilizing Contextual Information. - Amir Pouran Ben Veyseh; Franck Dernoncourt; Thien Huu Nguyen (CoRR, 2019)

Rethinking Self-Attention: An Interpretable Self-Attentive Encoder-Decoder Parser. - Khalil Mrini; Franck Dernoncourt; Trung Bui; Walter Chang; Ndapa Nakashole (CoRR, 2019)

A Joint Model for Definition Extraction with Syntactic Connection and Semantic Consistency. - Amir Pouran Ben Veyseh; Franck Dernoncourt; Dejing Dou; Thien Huu Nguyen (AAAI, 2020)

Multi-View Consistency for Relation Extraction via Mutual Information and Structure Prediction. - Amir Pouran Ben Veyseh; Franck Dernoncourt; My Tra Thai; Dejing Dou; Thien Huu Nguyen (AAAI, 2020)

A Benchmark and Baseline for Language-Driven Image Editing. - Jing Shi 005; Ning Xu 007; Trung Bui; Franck Dernoncourt; Zheng Wen; Chenliang Xu (ACCV (6), 2020)

Extensively Matching for Few-shot Learning Event Detection. - Viet Dac Lai; Thien Huu Nguyen; Franck Dernoncourt (NUSE@ACL, 2020)

Understanding Points of Correspondence between Sentences for Abstractive Summarization. - Logan Lebanoff; John Muchovej; Franck Dernoncourt; Doo Soon Kim; Lidan Wang; Walter Chang; Fei Liu 004 (ACL (student), 2020)

Let Me Choose: From Verbal Context to Font Selection. - Amirreza Shirani; Franck Dernoncourt; Jose Echevarria; Paul Asente; Nedim Lipka; Thamar Solorio (ACL, 2020)

Exploiting the Syntax-Model Consistency for Neural Relation Extraction. - Amir Pouran Ben Veyseh; Franck Dernoncourt; Dejing Dou; Thien Huu Nguyen (ACL, 2020)

Explain by Evidence: An Explainable Memory-based Neural Network for Question Answering. - Quan Hung Tran; Nhan Dam; Tuan Manh Lai; Franck Dernoncourt; Trung Le 001; Nham Le; Dinh Phung 001 (COLING, 2020)

What Does This Acronym Mean? Introducing a New Dataset for Acronym Identification and Disambiguation. - Amir Pouran Ben Veyseh; Franck Dernoncourt; Quan Hung Tran; Thien Huu Nguyen (COLING, 2020)

Scene Graph Modification Based on Natural Language Commands. - Xuanli He; Quan Hung Tran; Gholamreza Haffari; Walter Chang; Zhe Lin 001; Trung Bui; Franck Dernoncourt; Nhan Dam (EMNLP (Findings), 2020)

Learning to Fuse Sentences with Transformers for Summarization. - Logan Lebanoff; Franck Dernoncourt; Doo Soon Kim; Lidan Wang; Walter Chang; Fei Liu 004 (EMNLP (1), 2020)

Rethinking Self-Attention: Towards Interpretability in Neural Parsing. - Khalil Mrini; Franck Dernoncourt; Quan Hung Tran; Trung Bui; Walter Chang; Ndapa Nakashole (EMNLP (Findings), 2020)

Introducing Syntactic Structures into Target Opinion Word Extraction with Deep Learning. - Amir Pouran Ben Veyseh; Nasim Nouri; Franck Dernoncourt; Dejing Dou; Thien Huu Nguyen (EMNLP (1), 2020)

Improving Aspect-based Sentiment Analysis with Gated Graph Convolutional Networks and Syntax-based Regulation. - Amir Pouran Ben Veyseh; Nasim Nouri; Franck Dernoncourt; Quan Hung Tran; Dejing Dou; Thien Huu Nguyen (EMNLP (Findings), 2020)

Using Visual Feature Space as a Pivot Across Languages. - Ziyan Yang; Leticia Pinto-Alva; Franck Dernoncourt; Vicente Ordonez (EMNLP (Findings), 2020)

Variational Hierarchical Dialog Autoencoder for Dialog State Tracking Data Augmentation. - Kang Min Yoo; Hanbit Lee; Franck Dernoncourt; Trung Bui; Walter Chang; Sang-goo Lee (EMNLP (1), 2020)

ViLBERTScore: Evaluating Image Caption Using Vision-and-Language BERT. - Hwanhee Lee; Seunghyun Yoon 002; Franck Dernoncourt; Doo Soon Kim; Trung Bui; Kyomin Jung (Eval4NLP, 2020)

A Cascade Approach to Neural Abstractive Summarization with Content Selection and Fusion. - Logan Lebanoff; Franck Dernoncourt; Doo Soon Kim; Walter Chang; Fei Liu 004 (AACL/IJCNLP, 2020)

TutorialVQA: Question Answering Dataset for Tutorial Videos. - Anthony M. Colas; Seokhwan Kim; Franck Dernoncourt; Siddhesh Gupte; Daisy Zhe Wang; Doo Soon Kim (LREC, 2020)

Multilingual Twitter Corpus and Baselines for Evaluating Demographic Bias in Hate Speech Recognition. - Xiaolei Huang 002; Linzi Xing; Franck Dernoncourt; Michael J. Paul (LREC, 2020)

A Corpus for Detecting High-Context Medical Conditions in Intensive Care Patient Notes Focusing on Frequently Readmitted Patients. - Edward T. Moseley; Joy T. Wu; Jonathan Welt; John Foote Jr.; Patrick D. Tyler; David W. Grant; Eric T. Carlson; Sebastian Gehrmann; Franck Dernoncourt; Leo Anthony Celi (LREC, 2020)

Propagate-Selector: Detecting Supporting Sentences for Question Answering via Graph Neural Networks. - Seunghyun Yoon 002; Franck Dernoncourt; Doo Soon Kim; Trung Bui; Kyomin Jung (LREC, 2020)

Exploiting the Matching Information in the Support Set for Few Shot Event Classification. - Viet Dac Lai; Franck Dernoncourt; Thien Huu Nguyen (PAKDD (2), 2020)

SemEval-2020 Task 10: Emphasis Selection for Written Text in Visual Media. - Amirreza Shirani; Franck Dernoncourt; Nedim Lipka; Paul Asente; Jose Echevarria; Thamar Solorio (SemEval@COLING, 2020)

SemEval-2020 Task 6: Definition Extraction from Free Text with the DEFT Corpus. - Sasha Spala; Nicholas A. Miller; Franck Dernoncourt; Carl Dockhorn (SemEval@COLING, 2020)

Variational Hierarchical Dialog Autoencoder for Dialogue State Tracking Data Augmentation. - Kang Min Yoo; Hanbit Lee; Franck Dernoncourt; Trung Bui; Walter Chang; Sang-goo Lee (CoRR, 2020)

DSTC8-AVSD: Multimodal Semantic Transformer Network with Retrieval Style Word Generator. - Hwanhee Lee; Seunghyun Yoon 002; Franck Dernoncourt; Doo Soon Kim; Trung Bui; Kyomin Jung (CoRR, 2020)

KPQA: A Metric for Generative Question Answering Using Word Weights. - Hwanhee Lee; Seunghyun Yoon 002; Franck Dernoncourt; Doo Soon Kim; Trung Bui; Joongbo Shin; Kyomin Jung (CoRR, 2020)

Efficient Deployment of Conversational Natural Language Interfaces over Databases. - Anthony M. Colas; Trung Bui; Franck Dernoncourt; Moumita Sinha; Doo Soon Kim (CoRR, 2020)

Bayesian Optimization for Selecting Efficient Machine Learning Models. - Lidan Wang; Franck Dernoncourt; Trung Bui (CoRR, 2020)

Interaction Matching for Long-Tail Multi-Label Classification. - Sean MacAvaney; Franck Dernoncourt; Walter Chang; Nazli Goharian; Ophir Frieder (SDU@AAAI, 2021)

Acronym Identification and Disambiguation Shared Tasks for Scientific Document Understanding. - Amir Pouran Ben Veyseh; Franck Dernoncourt; Thien Huu Nguyen; Walter Chang; Leo Anthony Celi (SDU@AAAI, 2021)

Syntopical Graphs for Computational Argumentation Tasks. - Joe Barrow; Rajiv Jain; Nedim Lipka; Franck Dernoncourt; Vlad I. Morariu; Varun Manjunatha; Douglas W. Oard; Philip Resnik; Henning Wachsmuth (ACL/IJCNLP (1), 2021)

UMIC: An Unreferenced Metric for Image Captioning via Contrastive Learning. - Hwanhee Lee; Seunghyun Yoon 002; Franck Dernoncourt; Trung Bui; Kyomin Jung (ACL/IJCNLP (2), 2021)

TIMERS: Document-level Temporal Relation Extraction. - Puneet Mathur; Rajiv Jain; Franck Dernoncourt; Vlad I. Morariu; Quan Hung Tran; Dinesh Manocha (ACL/IJCNLP (2), 2021)

A Gradually Soft Multi-Task and Data-Augmented Approach to Medical Question Understanding. - Khalil Mrini; Franck Dernoncourt; Seunghyun Yoon 002; Trung Bui; Walter Chang; Emilia Farcas; Ndapa Nakashole (ACL/IJCNLP (1), 2021)

PSED: A Dataset for Selecting Emphasis in Presentation Slides. - Amirreza Shirani; Giai Tran; Hieu Trinh; Franck Dernoncourt; Nedim Lipka; Jose Echevarria; Thamar Solorio; Paul Asente (ACL/IJCNLP (Findings), 2021)

Unleash GPT-2 Power for Event Detection. - Amir Pouran Ben Veyseh; Viet Dac Lai; Franck Dernoncourt; Thien Huu Nguyen (ACL/IJCNLP (1), 2021)

A Framework for Knowledge-Derived Query Suggestions. - Saed Rezayi; Nedim Lipka; Vishwa Vinay; Ryan A. Rossi; Franck Dernoncourt; Tracy Holloway King; Sheng Li 001 (IEEE BigData, 2021)

UCSD-Adobe at MEDIQA 2021: Transfer Learning and Answer Sentence Selection for Medical Summarization. - Khalil Mrini; Franck Dernoncourt; Seunghyun Yoon 002; Trung Bui; Walter Chang; Emilia Farcas; Ndapa Nakashole (BioNLP@NAACL-HLT, 2021)

Learning by Planning: Language-Guided Global Image Editing. - Jing Shi 005; Ning Xu 007; Yihang Xu; Trung Bui; Franck Dernoncourt; Chenliang Xu (CVPR, 2021)

MadDog: A Web-based System for Acronym Identification and Disambiguation. - Amir Pouran Ben Veyseh; Franck Dernoncourt; Walter Chang; Thien Huu Nguyen (EACL (System Demonstrations), 2021)

StreamHover: Livestream Transcript Summarization and Annotation. - Sangwoo Cho; Franck Dernoncourt; Tim Ganter; Trung Bui; Nedim Lipka; Walter Chang; Hailin Jin; Jonathan Brandt; Hassan Foroosh; Fei Liu 004 (EMNLP (1), 2021)

Learning Prototype Representations Across Few-Shot Tasks for Event Detection. - Viet Dac Lai; Franck Dernoncourt; Thien Huu Nguyen (EMNLP (1), 2021)

QACE: Asking Questions to Evaluate an Image Caption. - Hwanhee Lee; Thomas Scialom; Seunghyun Yoon 002; Franck Dernoncourt; Kyomin Jung (EMNLP (Findings), 2021)

IGA: An Intent-Guided Authoring Assistant. - Simeng Sun; Wenlong Zhao 001; Varun Manjunatha; Rajiv Jain; Vlad I. Morariu; Franck Dernoncourt; Balaji Vasan Srinivasan; Mohit Iyyer (EMNLP (1), 2021)

Towards Interpreting and Mitigating Shortcut Learning Behavior of NLU models. - Mengnan Du; Varun Manjunatha; Rajiv Jain; Ruchi Deshpande; Franck Dernoncourt; Jiuxiang Gu; Tong Sun 005; Xia Hu 001 (NAACL-HLT, 2021)

A Context-Dependent Gated Module for Incorporating Symbolic Semantics into Event Coreference Resolution. - Tuan Manh Lai; Heng Ji; Trung Bui; Quan Hung Tran; Franck Dernoncourt; Walter Chang (NAACL-HLT, 2021)

KPQA: A Metric for Generative Question Answering Using Keyphrase Weights. - Hwanhee Lee; Seunghyun Yoon 002; Franck Dernoncourt; Doo Soon Kim; Trung Bui; Joongbo Shin; Kyomin Jung (NAACL-HLT, 2021)

X-METRA-ADA: Cross-lingual Meta-Transfer learning Adaptation to Natural Language Understanding and Question Answering. - Meryem M'hamdi; Doo Soon Kim; Franck Dernoncourt; Trung Bui; Xiang Ren 001; Jonathan May (NAACL-HLT, 2021)

Open-Domain Question Answering with Pre-Constructed Question Spaces. - Jinfeng Xiao; Lidan Wang; Franck Dernoncourt; Trung Bui; Tong Sun 005; Jiawei Han 001 (NAACL-HLT (Student Research Workshop), 2021)

Exploring Conditional Text Generation for Aspect-Based Sentiment Analysis. - Siva Uday Sampreeth Chebolu; Franck Dernoncourt; Nedim Lipka; Thamar Solorio (PACLIC, 2021)

Inducing Rich Interaction Structures Between Words for Document-Level Event Argument Extraction. - Amir Pouran Ben Veyseh; Franck Dernoncourt; Quan Hung Tran; Varun Manjunatha; Lidan Wang; Rajiv Jain; Doo Soon Kim; Walter Chang; Thien Huu Nguyen (PAKDD (2), 2021)

DPR at SemEval-2021 Task 8: Dynamic Path Reasoning for Measurement Relation Extraction. - Amir Pouran Ben Veyseh; Franck Dernoncourt; Thien Huu Nguyen (SemEval@ACL/IJCNLP, 2021)

Graph Learning Regularization and Transfer Learning for Few-Shot Event Detection. - Viet Dac Lai; Minh Van Nguyen 001; Thien Huu Nguyen; Franck Dernoncourt (SIGIR, 2021)

Learning to Emphasize: Dataset and Shared Task Models for Selecting Emphasis in Presentation Slides. - Amirreza Shirani; Giai Tran; Hieu Trinh; Franck Dernoncourt; Nedim Lipka; Paul Asente; Jose Echevarria; Thamar Solorio (CoRR, 2021)

User Factor Adaptation for User Embedding via Multitask Learning. - Xiaolei Huang 002; Michael J. Paul; Robin Burke; Franck Dernoncourt; Mark Dredze (CoRR, 2021)

TLDR9+: A Large Scale Resource for Extreme Summarization of Social Media Posts. - Sajad Sotudeh; Hanieh Deilamsalehy; Franck Dernoncourt; Nazli Goharian (CoRR, 2021)

Backpropagation-Based Decoding for Multimodal Machine Translation. - Ziyan Yang; Leticia Pinto-Alva; Franck Dernoncourt; Vicente Ordonez (Frontiers Artif. Intell., 2021)

CAISE: Conversational Agent for Image Search and Editing. - Hyounghun Kim; Doo Soon Kim; Seunghyun Yoon 002; Franck Dernoncourt; Trung Bui; Mohit Bansal (AAAI, 2022)

A Framework for Automated Text Generation Benchmarking. - Steven Layne; Sebastian Gehrmann; Franck Dernoncourt; Lidan Wang; Trung Bui; Walter Chang (SDU@AAAI, 2022)

Acronym Extraction and Acronym Disambiguation Shared Tasks at the Scientific Document Understanding Workshop 2022. - Amir Pouran Ben Veyseh; Nicole Meister; Franck Dernoncourt; Thien Huu Nguyen (SDU@AAAI, 2022)

Curriculum-guided Abstractive Summarization for Mental Health Online Posts. - Sajad Sotudeh; Nazli Goharian; Hanieh Deilamsalehy; Franck Dernoncourt (LOUHI@EMNLP, 2022)

Document-Level Event Argument Extraction via Optimal Transport. - Amir Pouran Ben Veyseh; Minh Van Nguyen 001; Franck Dernoncourt; Bonan Min; Thien Huu Nguyen (ACL (Findings), 2022)

Transfer Learning and Prediction Consistency for Detecting Offensive Spans of Text. - Amir Pouran Ben Veyseh; Ning Xu 007; Quan Hung Tran; Varun Manjunatha; Franck Dernoncourt; Thien Huu Nguyen (ACL (Findings), 2022)

User-Entity Differential Privacy in Learning Natural Language Models. - Phung Lai; NhatHai Phan; Tong Sun 005; Rajiv Jain; Franck Dernoncourt; Jiuxiang Gu; Nikolaos Barmpalios (IEEE Big Data, 2022)

Enriching Unsupervised User Embedding via Medical Concepts. - Xiaolei Huang 002; Franck Dernoncourt; Mark Dredze (CHIL, 2022)

MECI: A Multilingual Dataset for Event Causality Identification. - Viet Dac Lai; Amir Pouran Ben Veyseh; Minh Van Nguyen 001; Franck Dernoncourt; Thien Huu Nguyen (COLING, 2022)

Medical Question Understanding and Answering with Knowledge Grounding and Semantic Self-Supervision. - Khalil Mrini; Harpreet Singh; Franck Dernoncourt; Seunghyun Yoon 002; Trung Bui; Walter Chang; Emilia Farcas; Ndapa Nakashole (COLING, 2022)

Offensive Content Detection via Synthetic Code-Switched Text. - Cesa Salaam; Franck Dernoncourt; Trung Bui; Danda B. Rawat; Seunghyun Yoon 002 (COLING, 2022)

Virtual Knowledge Graph Construction for Zero-Shot Domain-Specific Document Retrieval. - Yeon Seonwoo; Seunghyun Yoon 002; Franck Dernoncourt; Trung Bui; Alice Oh (COLING, 2022)

Event Extraction in Video Transcripts. - Amir Pouran Ben Veyseh; Viet Dac Lai; Franck Dernoncourt; Thien Huu Nguyen (COLING, 2022)

MACRONYM: A Large-Scale Dataset for Multilingual and Multi-Domain Acronym Extraction. - Amir Pouran Ben Veyseh; Nicole Meister; Seunghyun Yoon 002; Rajiv Jain; Franck Dernoncourt; Thien Huu Nguyen (COLING, 2022)

Keyphrase Prediction from Video Transcripts: New Dataset and Directions. - Amir Pouran Ben Veyseh; Quan Hung Tran; Seunghyun Yoon 002; Varun Manjunatha; Hanieh Deilamsalehy; Rajiv Jain; Trung Bui; Walter Chang; Franck Dernoncourt; Thien Huu Nguyen (COLING, 2022)

Multilingual SubEvent Relation Extraction: A Novel Dataset and Structure Induction Method. - Viet Dac Lai; Hieu Man; Linh Ngo Van 001; Franck Dernoncourt; Thien Huu Nguyen (EMNLP (Findings), 2022)

DocFin: Multimodal Financial Prediction and Bias Mitigation using Semi-structured Documents. - Puneet Mathur; Mihir Goyal; Ramit Sawhney; Ritik Mathur; Jochen L. Leidner; Franck Dernoncourt; Dinesh Manocha (EMNLP (Findings), 2022)

Learning Cross-Task Dependencies for Joint Extraction of Entities, Events, Event Arguments, and Relations. - Minh Van Nguyen 001; Bonan Min; Franck Dernoncourt; Thien Huu Nguyen (EMNLP, 2022)

MEE: A Novel Multilingual Event Extraction Dataset. - Amir Pouran Ben Veyseh; Javid Ebrahimi; Franck Dernoncourt; Thien Huu Nguyen (EMNLP, 2022)

DocLayoutTTS: Dataset and Baselines for Layout-informed Document-level Neural Speech Synthesis. - Puneet Mathur; Franck Dernoncourt; Quan Hung Tran; Jiuxiang Gu; Ani Nenkova; Vlad I. Morariu; Rajiv Jain; Dinesh Manocha (INTERSPEECH, 2022)

BehanceCC: A ChitChat Detection Dataset For Livestreaming Video Transcripts. - Viet Dac Lai; Amir Pouran Ben Veyseh; Franck Dernoncourt; Thien Huu Nguyen (LREC, 2022)

BehanceQA: A New Dataset for Identifying Question-Answer Pairs in Video Transcripts. - Amir Pouran Ben Veyseh; Viet Dac Lai; Franck Dernoncourt; Thien Huu Nguyen (LREC, 2022)

MONOPOLY: Financial Prediction from MONetary POLicY Conference Videos Using Multimodal Cues. - Puneet Mathur; Atula Tejaswi Neerkaje; Malika Chhibber; Ramit Sawhney; Fuming Guo; Franck Dernoncourt; Sanghamitra Dutta; Dinesh Manocha (ACM Multimedia, 2022)

Fine-grained Image Captioning with CLIP Reward. - Jaemin Cho 001; Seunghyun Yoon 002; Ajinkya Kale; Franck Dernoncourt; Trung Bui; Mohit Bansal (NAACL-HLT (Findings), 2022)

Event Detection for Suicide Understanding. - Luis Guzman-Nateras; Viet Dac Lai; Amir Pouran Ben Veyseh; Franck Dernoncourt; Thien Huu Nguyen (NAACL-HLT (Findings), 2022)

BehancePR: A Punctuation Restoration Dataset for Livestreaming Video Transcript. - Viet Dac Lai; Amir Pouran Ben Veyseh; Franck Dernoncourt; Thien Huu Nguyen (NAACL-HLT (Findings), 2022)

Multimodal Intent Discovery from Livestream Videos. - Adyasha Maharana; Quan Hung Tran; Franck Dernoncourt; Seunghyun Yoon 002; Trung Bui; Walter Chang; Mohit Bansal (NAACL-HLT (Findings), 2022)

DocTime: A Document-level Temporal Dependency Graph Parser. - Puneet Mathur; Vlad I. Morariu; Verena Kaynig-Fittkau; Jiuxiang Gu; Franck Dernoncourt; Quan Hung Tran; Ani Nenkova; Dinesh Manocha; Rajiv Jain (NAACL-HLT, 2022)

Joint Extraction of Entities, Relations, and Events via Modeling Inter-Instance and Inter-Label Dependencies. - Minh Van Nguyen 001; Bonan Min; Franck Dernoncourt; Thien Huu Nguyen (NAACL-HLT, 2022)

MINION: a Large-Scale and Diverse Dataset for Multilingual Event Detection. - Amir Pouran Ben Veyseh; Minh Van Nguyen 001; Franck Dernoncourt; Thien Huu Nguyen (NAACL-HLT, 2022)

SemEval 2022 Task 12: Symlink - Linking Mathematical Symbols to their Descriptions. - Viet Dac Lai; Amir Pouran Ben Veyseh; Franck Dernoncourt; Thien Huu Nguyen (SemEval@NAACL, 2022)

UserNLP'22: 2022 International Workshop on User-centered Natural Language Processing. - Xiaolei Huang 002; Lucie Flek; Franck Dernoncourt; Charles Welch; Silvio Amir; Ramit Sawhney; Diyi Yang (WWW (Companion Volume), 2022)

Punctuation Restoration. - Viet Dac Lai; Amir Pouran Ben Veyseh; Franck Dernoncourt; Thien Huu Nguyen (CoRR, 2022)

MHMS: Multimodal Hierarchical Multimedia Summarization. - Jielin Qiu; Jiacheng Zhu; Mengdi Xu; Franck Dernoncourt; Trung Bui; Zhaowen Wang; Bo Li 026; Ding Zhao; Hailin Jin (CoRR, 2022)

Survey of Aspect-based Sentiment Analysis Datasets. - Siva Uday Sampreeth Chebolu; Franck Dernoncourt; Nedim Lipka; Thamar Solorio (CoRR, 2022)

Factual Error Correction for Abstractive Summaries Using Entity Retrieval. - Hwanhee Lee; Cheon-Eum Park; Seunghyun Yoon 002; Trung Bui; Franck Dernoncourt; Juae Kim; Kyomin Jung (CoRR, 2022)

Symlink: A New Dataset for Scientific Symbol-Description Linking. - Viet Dac Lai; Amir Pouran Ben Veyseh; Franck Dernoncourt; Thien Huu Nguyen (CoRR, 2022)

Improving Keyphrase Extraction with Data Augmentation and Information Filtering. - Amir Pouran Ben Veyseh; Nicole Meister; Franck Dernoncourt; Thien Huu Nguyen (CoRR, 2022)

Tutorial Recommendation for Livestream Videos using Discourse-Level Consistency and Ontology-Based Filtering. - Amir Pouran Ben Veyseh; Franck Dernoncourt; Thien Huu Nguyen (CoRR, 2022)

Semantics-Consistent Cross-domain Summarization via Optimal Transport Alignment. - Jielin Qiu; Jiacheng Zhu; Mengdi Xu; Franck Dernoncourt; Trung Bui; Zhaowen Wang; Bo Li 026; Ding Zhao; Hailin Jin (CoRR, 2022)

DocEdit: Language-Guided Document Editing. - Puneet Mathur; Rajiv Jain; Jiuxiang Gu; Franck Dernoncourt; Dinesh Manocha; Vlad I. Morariu (AAAI, 2023)

Envisioning the Next-Gen Document Reader. - Catherine Yeh; Nedim Lipka; Franck Dernoncourt (SDU@AAAI, 2023)

Hybrid Knowledge Transfer for Improved Cross-Lingual Event Detection via Hierarchical Sample Selection. - Luis Guzman-Nateras; Franck Dernoncourt; Thien Huu Nguyen (ACL (1), 2023)

MeetingBank: A Benchmark Dataset for Meeting Summarization. - Yebowen Hu; Timothy Ganter; Hanieh Deilamsalehy; Franck Dernoncourt; Hassan Foroosh; Fei Liu 004 (ACL (1), 2023)

MeetingQA: Extractive Question-Answering on Meeting Transcripts. - Archiki Prasad; Trung Bui; Seunghyun Yoon 002; Hanieh Deilamsalehy; Franck Dernoncourt; Mohit Bansal (ACL (1), 2023)

SCCS: Semantics-Consistent Cross-domain Summarization via Optimal Transport Alignment. - Jielin Qiu; Jiacheng Zhu; Mengdi Xu; Franck Dernoncourt; Trung Bui; Zhaowen Wang; Bo Li 026; Ding Zhao; Hailin Jin (ACL (Findings), 2023)

Generating Labeled Data for Relation Extraction: A Meta Learning Approach with Joint GPT-2 Training. - Amir Pouran Ben Veyseh; Franck Dernoncourt; Bonan Min; Thien Huu Nguyen (ACL (Findings), 2023)

Aspect-based Meeting Transcript Summarization: A Two-Stage Approach with Weak Supervision on Sentence Classification. - Zhongfen Deng; Seunghyun Yoon 002; Trung Bui; Franck Dernoncourt; Quan Hung Tran; Shuaiqi Liu 002; Wenting Zhao 006; Tao Zhang 055; Yibo Wang 001; Philip S. Yu (IEEE Big Data, 2023)

How Small Businesses Transform PDF Agreements into Action. - Jianna So; Nedim Lipka; Alexa F. Siu; Ryan A. Rossi; Franck Dernoncourt (CSCW Companion, 2023)

Improving Visual Grounding by Encouraging Consistent Gradient-Based Explanations. - Ziyan Yang; Kushal Kafle; Franck Dernoncourt; Vicente Ordonez (CVPR, 2023)

Curricular Next Conversation Prediction Pretraining for Transcript Segmentation. - Anvesh Rao Vijjini; Hanieh Deilamsalehy; Franck Dernoncourt; Snigdha Chaturvedi (EACL (Findings), 2023)

Okapi: Instruction-tuned Large Language Models in Multiple Languages with Reinforcement Learning from Human Feedback. - Viet Dac Lai; Chien Van Nguyen; Nghia Trung Ngo; Thuat Nguyen; Franck Dernoncourt; Ryan A. Rossi; Thien Huu Nguyen (EMNLP (Demos), 2023)

ChatGPT Beyond English: Towards a Comprehensive Evaluation of Large Language Models in Multilingual Learning. - Viet Dac Lai; Nghia Trung Ngo; Amir Pouran Ben Veyseh; Hieu Man; Franck Dernoncourt; Trung Bui; Thien Huu Nguyen (EMNLP (Findings), 2023)

Transitioning Representations between Languages for Cross-lingual Event Detection via Langevin Dynamics. - Chien Nguyen; Huy Nguyen; Franck Dernoncourt; Thien Huu Nguyen (EMNLP (Findings), 2023)

Moment Detection in Long Tutorial Videos. - Ioana Croitoru; Simion-Vlad Bogolin; Samuel Albanie; Yang Liu 105; Zhaowen Wang; Seunghyun Yoon 002; Franck Dernoncourt; Hailin Jin; Trung Bui (ICCV, 2023)

Learning Navigational Visual Representations with Semantic Map Supervision. - Yicong Hong; Yang Zhou; Ruiyi Zhang 002; Franck Dernoncourt; Trung Bui; Stephen Gould; Hao Tan 002 (ICCV, 2023)

A Review of Datasets for Aspect-based Sentiment Analysis. - Siva Uday Sampreeth Chebolu; Franck Dernoncourt; Nedim Lipka; Thamar Solorio (IJCNLP (1), 2023)

Boosting Punctuation Restoration with Data Generation and Reinforcement Learning. - Viet Dac Lai; Abel Salinas; Hao Tan 002; Trung Bui; Quan Tran; Seunghyun Yoon 002; Hanieh Deilamsalehy; Franck Dernoncourt; Thien Huu Nguyen (INTERSPEECH, 2023)

Efficient Spoken Language Recognition via Multilabel Classification. - Oriol Nieto; Zeyu Jin; Franck Dernoncourt; Justin Salamon (INTERSPEECH, 2023)

TaleStream: Supporting Story Ideation with Trope Knowledge. - Jean-Peïc Chou; Alexa Fay Siu; Nedim Lipka; Ryan A. Rossi; Franck Dernoncourt; Maneesh Agrawala (UIST, 2023)

LayerDoc: Layer-wise Extraction of Spatial Hierarchical Structure in Visually-Rich Documents. - Puneet Mathur; Rajiv Jain; Ashutosh Mehra 002; Jiuxiang Gu; Franck Dernoncourt; Anandhavelu Natarajan; Quan Hung Tran; Verena Kaynig-Fittkau; Ani Nenkova; Dinesh Manocha; Vlad I. Morariu (WACV, 2023)

LiveSeg: Unsupervised Multimodal Temporal Segmentation of Long Livestream Videos. - Jielin Qiu; Franck Dernoncourt; Trung Bui; Zhaowen Wang; Ding Zhao; Hailin Jin (WACV, 2023)

Curriculum-Guided Abstractive Summarization. - Sajad Sotudeh; Hanieh Deilamsalehy; Franck Dernoncourt; Nazli Goharian (CoRR, 2023)

Boosting Punctuation Restoration with Data Generation and Reinforcement Learning. - Viet Dac Lai; Abel Salinas; Hao Tan 002; Trung Bui; Quan Hung Tran; Seunghyun Yoon 002; Hanieh Deilamsalehy; Franck Dernoncourt; Thien Huu Nguyen (CoRR, 2023)

Multilingual Sentence-Level Semantic Search using Meta-Distillation Learning. - Meryem M'hamdi; Jonathan May; Franck Dernoncourt; Trung Bui; Seunghyun Yoon 002 (CoRR, 2023)

PDFTriage: Question Answering over Long, Structured Documents. - Jon Saad-Falcon; Joe Barrow; Alexa F. Siu; Ani Nenkova; Ryan A. Rossi; Franck Dernoncourt (CoRR, 2023)

OATS: Opinion Aspect Target Sentiment Quadruple Extraction Dataset for Aspect-Based Sentiment Analysis. - Siva Uday Sampreeth Chebolu; Franck Dernoncourt; Nedim Lipka; Thamar Solorio (CoRR, 2023)

Leveraging Graph Diffusion Models for Network Refinement Tasks. - Puja Trivedi; Ryan A. Rossi; David Arbour; Tong Yu 001; Franck Dernoncourt; Sungchul Kim; Nedim Lipka; Namyong Park; Nesreen K. Ahmed; Danai Koutra (CoRR, 2023)

Mastering Context-to-Label Representation Transformation for Event Causality Identification with Diffusion Models. - Hieu Man; Franck Dernoncourt; Thien Huu Nguyen (AAAI, 2024)

OATS: A Challenge Dataset for Opinion Aspect Target Sentiment Joint Detection for Aspect-Based Sentiment Analysis. - Siva Uday Sampreeth Chebolu; Franck Dernoncourt; Nedim Lipka; Thamar Solorio (LREC/COLING, 2024)

Hierarchical Selection of Important Context for Generative Event Causality Identification with Optimal Transports. - Hieu Man; Chien Van Nguyen; Nghia Trung Ngo; Linh Ngo Van 001; Franck Dernoncourt; Thien Huu Nguyen (LREC/COLING, 2024)

DocScript: Document-level Script Event Prediction. - Puneet Mathur; Vlad I. Morariu; Aparna Garimella; Franck Dernoncourt; Jiuxiang Gu; Ramit Sawhney; Preslav Nakov; Dinesh Manocha; Rajiv Jain (LREC/COLING, 2024)

CulturaX: A Cleaned, Enormous, and Multilingual Dataset for Large Language Models in 167 Languages. - Thuat Nguyen; Chien Van Nguyen; Viet Dac Lai; Hieu Man; Nghia Trung Ngo; Franck Dernoncourt; Ryan A. Rossi; Thien Huu Nguyen (LREC/COLING, 2024)

Scaling Up Video Summarization Pretraining with Large Language Models. - Dawit Mureja Argaw; Seunghyun Yoon 002; Fabian Caba Heilbron; Hanieh Deilamsalehy; Trung Bui; Zhaowen Wang; Franck Dernoncourt; Joon Son Chung (CVPR, 2024)

Fine-tuning CLIP Text Encoders with Two-step Paraphrasing. - Hyunjae Kim; Seunghyun Yoon 002; Trung Bui; Handong Zhao; Quan Hung Tran; Franck Dernoncourt; Jaewoo Kang (EACL (Findings), 2024)

An Analysis of Multilingual FActScore. - Vu Trong Kim; Michael Krumdick; Varshini Reddy; Franck Dernoncourt; Viet Dac Lai (EMNLP, 2024)

Towards Enhancing Coherence in Extractive Summarization: Dataset and Experiments with LLMs. - Mihir Parmar; Hanieh Deilamsalehy; Franck Dernoncourt; Seunghyun Yoon 002; Ryan A. Rossi; Trung Bui (EMNLP, 2024)

PDFTriage: Question Answering over Long, Structured Documents. - Jon Saad-Falcon; Joe Barrow; Alexa F. Siu; Ani Nenkova; Seunghyun Yoon 002; Ryan A. Rossi; Franck Dernoncourt (EMNLP (Industry Track), 2024)

DocEdit-v2: Document Structure Editing Via Multimodal LLM Grounding. - Manan Suri; Puneet Mathur; Franck Dernoncourt; Rajiv Jain; Vlad I. Morariu; Ramit Sawhney; Preslav Nakov; Dinesh Manocha (EMNLP, 2024)

Editing Partially Observable Networks via Graph Diffusion Models. - Puja Trivedi; Ryan A. Rossi; David Arbour; Tong Yu 001; Franck Dernoncourt; Sungchul Kim; Nedim Lipka; Namyong Park; Nesreen K. Ahmed; Danai Koutra (ICML, 2024)

Identifying Speakers in Dialogue Transcripts: A Text-based Approach Using Pretrained Language Models. - Minh Nguyen 007; Franck Dernoncourt; Seunghyun Yoon 002; Hanieh Deilamsalehy; Hao Tan 002; Ryan A. Rossi; Quan Hung Tran; Trung Bui; Thien Huu Nguyen (INTERSPEECH, 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)

MCECR: A Novel Dataset for Multilingual Cross-Document Event Coreference Resolution. - Amir Pouran Ben Veyseh; Viet Dac Lai; Chien Nguyen; Franck Dernoncourt; Thien Huu Nguyen (NAACL-HLT (Findings), 2024)

Multilingual Meta-Distillation Alignment for Semantic Retrieval. - Meryem M'hamdi; Jonathan May; Franck Dernoncourt; Trung Bui; Seunghyun Yoon 002 (SIGIR, 2024)

Bias and Fairness in Large Language Models: A Survey. - Isabel O. Gallegos; Ryan A. Rossi; Joe Barrow; Md. Mehrab Tanjim; Sungchul Kim; Franck Dernoncourt; Tong Yu 001; Ruiyi Zhang 002; Nesreen K. Ahmed (Comput. Linguistics, 2024)

Self-Debiasing Large Language Models: Zero-Shot Recognition and Reduction of Stereotypes. - Isabel O. Gallegos; Ryan A. Rossi; Joe Barrow; Md. Mehrab Tanjim; Tong Yu 001; Hanieh Deilamsalehy; Ruiyi Zhang 002; Sungchul Kim; Franck Dernoncourt (CoRR, 2024)

Fine-tuning CLIP Text Encoders with Two-step Paraphrasing. - Hyunjae Kim; Seunghyun Yoon 002; Trung Bui; Handong Zhao; Quan Tran; Franck Dernoncourt; Jaewoo Kang (CoRR, 2024)

Retrieval Augmented Generation for Domain-specific Question Answering. - Sanat Sharma; David Seunghyun Yoon; Franck Dernoncourt; Dewang Sultania; Karishma Bagga; Mengjiao Zhang; Trung Bui; Varun Kotte (CoRR, 2024)

ROAST: Review-level Opinion Aspect Sentiment Target Joint Detection. - Siva Uday Sampreeth Chebolu; Franck Dernoncourt; Nedim Lipka; Thamar Solorio (CoRR, 2024)

Large Generative Graph Models. - Yu Wang 160; Ryan A. Rossi; Namyong Park; Huiyuan Chen; Nesreen K. Ahmed; Puja Trivedi; Franck Dernoncourt; Danai Koutra; Tyler Derr (CoRR, 2024)

LongLaMP: A Benchmark for Personalized Long-form Text Generation. - Ishita Kumar; Snigdha Viswanathan; Sushrita Yerra; Alireza Salemi; Ryan A. Rossi; Franck Dernoncourt; Hanieh Deilamsalehy; Xiang Chen; Ruiyi Zhang 002; Shubham Agarwal 007; Nedim Lipka; Hamed Zamani (CoRR, 2024)

KaPQA: Knowledge-Augmented Product Question-Answering. - Swetha Eppalapally; Daksh Dangi; Chaithra Bhat; Ankita Gupta; Ruiyi Zhang 002; Shubham Agarwal 007; Karishma Bagga; Seunghyun Yoon 002; Nedim Lipka; Ryan A. Rossi; Franck Dernoncourt (CoRR, 2024)

A Framework for Fine-Tuning LLMs using Heterogeneous Feedback. - Ryan Aponte; Ryan A. Rossi; Shunan Guo; Franck Dernoncourt; Tong Yu 001; Xiang Chen; Subrata Mitra; Nedim Lipka (CoRR, 2024)

ULLME: A Unified Framework for Large Language Model Embeddings with Generation-Augmented Learning. - Hieu Man; Nghia Trung Ngo; Franck Dernoncourt; Thien Huu Nguyen (CoRR, 2024)

A Multi-LLM Debiasing Framework. - Deonna M. Owens; Ryan A. Rossi; Sungchul Kim; Tong Yu 001; Franck Dernoncourt; Xiang Chen; Ruiyi Zhang 002; Jiuxiang Gu; Hanieh Deilamsalehy; Nedim Lipka (CoRR, 2024)

VipAct: Visual-Perception Enhancement via Specialized VLM Agent Collaboration and Tool-use. - Zhehao Zhang 001; Ryan A. Rossi; Tong Yu 001; Franck Dernoncourt; Ruiyi Zhang 002; Jiuxiang Gu; Sungchul Kim; Xiang Chen; Zichao Wang 001; Nedim Lipka (CoRR, 2024)

Taipan: Efficient and Expressive State Space Language Models with Selective Attention. - Chien Van Nguyen; Huy Huu Nguyen; Thang M. Pham; Ruiyi Zhang 002; Hanieh Deilamsalehy; Puneet Mathur; Ryan A. Rossi; Trung Bui; Viet Dac Lai; Franck Dernoncourt; Thien Huu Nguyen (CoRR, 2024)

A Survey of Small Language Models. - Chien Van Nguyen; Xuan Shen; Ryan Aponte; Yu Xia 007; Samyadeep Basu; Zhengmian Hu; Jian Chen 043; Mihir Parmar; Sasidhar Kunapuli; Joe Barrow; Junda Wu; Ashish Singh; et al. (CoRR, 2024)

Survey of User Interface Design and Interaction Techniques in Generative AI Applications. - Reuben Luera; Ryan A. Rossi; Alexa F. Siu; Franck Dernoncourt; Tong Yu 001; Sungchul Kim; Ruiyi Zhang 002; Xiang Chen; Hanieh Salehy; Jian Zhao 010; Samyadeep Basu; Puneet Mathur; et al. (CoRR, 2024)

GRS-QA - Graph Reasoning-Structured Question Answering Dataset. - Anish Pahilajani; Devasha Trivedi; Jincen Shuai; Khin S. Yone; Samyak Rajesh Jain; Namyong Park; Ryan A. Rossi; Nesreen K. Ahmed; Franck Dernoncourt; Yu Wang 160 (CoRR, 2024)

LoRA-Contextualizing Adaptation of Large Multimodal Models for Long Document Understanding. - Jian Chen 043; Ruiyi Zhang 002; Yufan Zhou 001; Tong Yu 001; Franck Dernoncourt; Jiuxiang Gu; Ryan A. Rossi; Changyou Chen; Tong Sun 005 (CoRR, 2024)

DynaSaur: Large Language Agents Beyond Predefined Actions. - Dang Nguyen; Viet Dac Lai; Seunghyun Yoon 002; Ryan A. Rossi; Handong Zhao; Ruiyi Zhang 002; Puneet Mathur; Nedim Lipka; Yu Wang 160; Trung Bui; Franck Dernoncourt; Tianyi Zhou 001 (CoRR, 2024)

Optimizing Data Delivery: Insights from User Preferences on Visuals, Tables, and Text. - Reuben Luera; Ryan A. Rossi; Franck Dernoncourt; Alexa F. Siu; Sungchul Kim; Tong Yu 001; Ruiyi Zhang 002; Xiang Chen; Nedim Lipka; Zhehao Zhang 001; Seon Gyeom Kim; Tak Yeon Lee (CoRR, 2024)

Comprehensive and Practical Evaluation of Retrieval-Augmented Generation Systems for Medical Question Answering. - Nghia Trung Ngo; Chien Van Nguyen; Franck Dernoncourt; Thien Huu Nguyen (CoRR, 2024)

SlimLM: An Efficient Small Language Model for On-Device Document Assistance. - Thang M. Pham; Phat T. Nguyen; Seunghyun Yoon 002; Viet Dac Lai; Franck Dernoncourt; Trung Bui (CoRR, 2024)

Personalized Multimodal Large Language Models: A Survey. - Junda Wu; Hanjia Lyu; Yu Xia 007; Zhehao Zhang 001; Joe Barrow; Ishita Kumar; Mehrnoosh Mirtaheri; Hongjie Chen 003; Ryan A. Rossi; Franck Dernoncourt; Tong Yu 001; Ruiyi Zhang 002; et al. (CoRR, 2024)

Domain-specific Question Answering with Hybrid Search. - Dewang Sultania; Zhaoyu Lu; Twisha Naik; Franck Dernoncourt; David Seunghyun Yoon; Sanat Sharma; Trung Bui; Ashok Gupta; Tushar Vatsa; Suhas Suresha; Ishita Verma; Vibha Belavadi; et al. (CoRR, 2024)

GUI Agents: A Survey. - Dang Nguyen; Jian Chen 043; Yu Wang 160; Gang Wu 013; Namyong Park; Zhengmian Hu; Hanjia Lyu; Junda Wu; Ryan Aponte; Yu Xia 007; Xintong Li 001; Jing Shi 005; et al. (CoRR, 2024)

Multi-LLM Text Summarization. - Jiangnan Fang; Cheng-Tse Liu; Jieun Kim; Yash Bhedaru; Ethan Liu; Nikhil Singh 011; Nedim Lipka; Puneet Mathur; Nesreen K. Ahmed; Franck Dernoncourt; Ryan A. Rossi; Hanieh Deilamsalehy (CoRR, 2024)

Fairness-Aware Graph Neural Networks: A Survey. - April Chen; Ryan A. Rossi; Namyong Park; Puja Trivedi; Yu Wang 160; Tong Yu 001; Sungchul Kim; Franck Dernoncourt; Nesreen K. Ahmed (ACM Trans. Knowl. Discov. Data, 2024)

Mixture of Structural-and-Textual Retrieval over Text-rich Graph Knowledge Bases. - Yongjia Lei; Haoyu Han 001; Ryan A. Rossi; Franck Dernoncourt; Nedim Lipka; Mahantesh M. Halappanavar; Jiliang Tang; Yu Wang 160 (ACL (Findings), 2025)

GUI Agents: A Survey. - Dang Nguyen; Jian Chen 043; Yu Wang 160; Gang Wu 013; Namyong Park; Zhengmian Hu; Hanjia Lyu; Junda Wu; Ryan Aponte; Yu Xia 007; Xintong Li 001; Jing Shi 005; et al. (ACL (Findings), 2025)

ChartLens: Fine-grained Visual Attribution in Charts. - Manan Suri; Puneet Mathur; Nedim Lipka; Franck Dernoncourt; Ryan A. Rossi; Dinesh Manocha (ACL (1), 2025)

From Selection to Generation: A Survey of LLM-based Active Learning. - Yu Xia 007; Subhojyoti Mukherjee; Zhouhang Xie; Junda Wu; Xintong Li 001; Ryan Aponte; Hanjia Lyu; Joe Barrow; Hongjie Chen 003; Franck Dernoncourt; Branislav Kveton; Tong Yu 001; et al. (ACL (1), 2025)

The Photographer's Eye: Teaching Multimodal Large Language Models to See, and Critique Like Photographers. - Daiqing Qi; Handong Zhao; Jing Shi 005; Simon Jenni; Yifei Fan; Franck Dernoncourt; Scott Cohen; Sheng Li 001 (CVPR, 2025)

PlotEdit: Natural Language-Driven Accessible Chart Editing in PDFs via Multimodal LLM Agents. - Kanika Goswami; Puneet Mathur; Ryan A. Rossi; Franck Dernoncourt (ECIR (5), 2025)

A Large-scale Training Paradigm for Graph Generative Models. - Yu Wang 160; Ryan A. Rossi; Namyong Park; Huiyuan Chen; Nesreen K. Ahmed; Puja Trivedi; Franck Dernoncourt; Danai Koutra; Tyler Derr (ICLR, 2025)

SV-RAG: LoRA-Contextualizing Adaptation of MLLMs for Long Document Understanding. - Jian Chen 043; Ruiyi Zhang 002; Yufan Zhou 001; Tong Yu 001; Franck Dernoncourt; Jiuxiang Gu; Ryan A. Rossi; Changyou Chen; Tong Sun 005 (ICLR, 2025)

MoDS: Moderating a Mixture of Document Speakers to Summarize Debatable Queries in Document Collections. - Nishant Balepur; Alexa F. Siu; Nedim Lipka; Franck Dernoncourt; Tong Sun 005; Jordan Lee Boyd-Graber; Puneet Mathur (NAACL (Long Papers), 2025)

Self-Debiasing Large Language Models: Zero-Shot Recognition and Reduction of Stereotypes. - Isabel O. Gallegos; Ryan Aponte; Ryan A. Rossi; Joe Barrow; Md. Mehrab Tanjim; Tong Yu 001; Hanieh Deilamsalehy; Ruiyi Zhang 002; Sungchul Kim; Franck Dernoncourt; Nedim Lipka; Deonna M. Owens; et al. (NAACL (Short Papers), 2025)

CORG: Generating Answers from Complex, Interrelated Contexts. - Hyunji Lee; Franck Dernoncourt; Trung Bui; Seunghyun Yoon 002 (NAACL (Long Papers), 2025)

VisDoM: Multi-Document QA with Visually Rich Elements Using Multimodal Retrieval-Augmented Generation. - Manan Suri; Puneet Mathur; Franck Dernoncourt; Kanika Goswami; Ryan A. Rossi; Dinesh Manocha (NAACL (Long Papers), 2025)

Demystifying the Power of Large Language Models in Graph Generation. - Yu Wang 160; Ryan A. Rossi; Namyong Park; Nesreen K. Ahmed; Danai Koutra; Franck Dernoncourt; Tyler Derr (NAACL (Findings), 2025)

LUSIFER: Language Universal Space Integration for Enhanced Representation in Multilingual Text Embedding Models. - Hieu Man; Nghia Trung Ngo; Viet Dac Lai; Ryan A. Rossi; Franck Dernoncourt; Thien Huu Nguyen (SIGIR, 2025)

ChartCitor: Answer Citations for ChartQA via Multi-Agent LLM Retrieval. - Kanika Goswami; Puneet Mathur; Ryan A. Rossi; Franck Dernoncourt (WWW (Companion Volume), 2025)

PlotGen: Multi-Agent LLM-based Scientific Data Visualization via Multimodal Retrieval Feedback. - Kanika Goswami; Puneet Mathur; Ryan A. Rossi; Franck Dernoncourt (WWW (Companion Volume), 2025)

Personalizing Data Delivery: Investigating User Characteristics and Enhancing LLM Predictions. - Reuben Luera; Ryan A. Rossi; Franck Dernoncourt; Alexa F. Siu; Sungchul Kim; Tong Yu 001; Ruiyi Zhang 002; Xiang Chen; Nedim Lipka; Zhehao Zhang 001; Seon Gyeom Kim; Tak Yeon Lee (WWW (Companion Volume), 2025)

Personalization of Large Language Models: A Survey. - Zhehao Zhang 001; Ryan A. Rossi; Branislav Kveton; Yijia Shao; Diyi Yang; Hamed Zamani; Franck Dernoncourt; Joe Barrow; Tong Yu 001; Sungchul Kim; Ruiyi Zhang 002; Jiuxiang Gu; et al. (Trans. Mach. Learn. Res., 2025)

LUSIFER: Language Universal Space Integration for Enhanced Multilingual Embeddings with Large Language Models. - Hieu Man; Nghia Trung Ngo; Viet Dac Lai; Ryan A. Rossi; Franck Dernoncourt; Thien Huu Nguyen (CoRR, 2025)

Personalized Graph-Based Retrieval for Large Language Models. - Steven Au; Cameron J. Dimacali; Ojasmitha Pedirappagari; Namyong Park; Franck Dernoncourt; Yu Wang 160; Nikos Kanakaris; Hanieh Deilamsalehy; Ryan A. Rossi; Nesreen K. Ahmed (CoRR, 2025)

PlotGen: Multi-Agent LLM-based Scientific Data Visualization via Multimodal Feedback. - Kanika Goswami; Puneet Mathur; Ryan A. Rossi; Franck Dernoncourt (CoRR, 2025)

ChartCitor: Multi-Agent Framework for Fine-Grained Chart Visual Attribution. - Kanika Goswami; Puneet Mathur; Ryan A. Rossi; Franck Dernoncourt (CoRR, 2025)

NoLiMa: Long-Context Evaluation Beyond Literal Matching. - Ali Modarressi; Hanieh Deilamsalehy; Franck Dernoncourt; Trung Bui; Ryan A. Rossi; Seunghyun Yoon 002; Hinrich Schütze (CoRR, 2025)

Towards Trustworthy Retrieval Augmented Generation for Large Language Models: A Survey. - Bo Ni; Zheyuan Liu 010; Leyao Wang; Yongjia Lei; Yuying Zhao; Xueqi Cheng; Qingkai Zeng 001; Luna Dong; Yinglong Xia; Krishnaram Kenthapadi; Ryan A. Rossi; Franck Dernoncourt; et al. (CoRR, 2025)

Exploring Rewriting Approaches for Different Conversational Tasks. - Md. Mehrab Tanjim; Ryan A. Rossi; Mike Rimer; Xiang Chen; Sungchul Kim; Vaishnavi Muppala; Tong Yu 001; Zhengmian Hu; Ritwik Sinha; Wei Zhang; Iftikhar Ahamath Burhanuddin; Franck Dernoncourt (CoRR, 2025)

Efficient Model Selection for Time Series Forecasting via LLMs. - Wang Wei; Tiankai Yang 001; Hongjie Chen 003; Ryan A. Rossi; Yue Zhao 016; Franck Dernoncourt; Hoda Eldardiry (CoRR, 2025)

Towards Visual Text Grounding of Multimodal Large Language Model. - Ming Li; Ruiyi Zhang 002; Jian Chen 043; Jiuxiang Gu; Yufan Zhou 001; Franck Dernoncourt; Wanrong Zhu; Tianyi Zhou 001; Tong Sun 005 (CoRR, 2025)

Skill Discovery for Software Scripting Automation via Offline Simulations with LLMs. - Paiheng Xu; Gang Wu 013; Xiang Chen; Tong Yu 001; Chang Xiao; Franck Dernoncourt; Tianyi Zhou 001; Wei Ai 002; Viswanathan (Vishy) Swaminathan (CoRR, 2025)

InfoVids: Reimagining the Viewer Experience with Alternative Visualization-Presenter Relationships. - Ji Won Chung; Tongyu Zhou; Ivy Chen; Kevin Hsu; Ryan A. Rossi; Alexa F. Siu; Shunan Guo; Franck Dernoncourt; James Tompkin 001; Jeff Huang 002 (CoRR, 2025)

Document Attribution: Examining Citation Relationships using Large Language Models. - Vipula Rawte; Ryan A. Rossi; Franck Dernoncourt; Nedim Lipka (CoRR, 2025)

A Personalized Conversational Benchmark: Towards Simulating Personalized Conversations. - Li Li 006; Peilin Cai; Ryan A. Rossi; Franck Dernoncourt; Branislav Kveton; Junda Wu; Tong Yu 001; Linxin Song; Tiankai Yang 001; Yuehan Qin; Nesreen K. Ahmed; Samyadeep Basu; et al. (CoRR, 2025)

Understanding Generative AI Capabilities in Everyday Image Editing Tasks. - Mohammad Reza Taesiri; Brandon Collins; Logan Bolton; Viet Dac Lai; Franck Dernoncourt; Trung Bui; Anh Totti Nguyen (CoRR, 2025)

A Graph Perspective to Probe Structural Patterns of Knowledge in Large Language Models. - Utkarsh Sahu; Zhisheng Qi; Yongjia Lei; Ryan A. Rossi; Franck Dernoncourt; Nesreen K. Ahmed; Mahantesh M. Halappanavar; Yao Ma 001; Yu Wang 160 (CoRR, 2025)

Follow the Flow: Fine-grained Flowchart Attribution with Neurosymbolic Agents. - Manan Suri; Puneet Mathur; Nedim Lipka; Franck Dernoncourt; Ryan A. Rossi; Vivek Gupta; Dinesh Manocha (CoRR, 2025)

Quantitative LLM Judges. - Aishwarya Sahoo; Jeevana Kruthi Karnuthala; Tushar Parmanand Budhwani; Pranchal Agarwal; Sankaran Vaidyanathan; Alexa F. Siu; Franck Dernoncourt; Jennifer Healey; Nedim Lipka; Ryan A. Rossi; Uttaran Bhattacharya; Branislav Kveton (CoRR, 2025)

LaMP-Cap: Personalized Figure Caption Generation With Multimodal Figure Profiles. - Ho Yin Sam Ng; Ting-Yao Hsu; Aashish Anantha Ramakrishnan; Branislav Kveton; Nedim Lipka; Franck Dernoncourt; Dongwon Lee 001; Tong Yu 001; Sungchul Kim; Ryan A. Rossi; Ting-Hao Kenneth Huang (CoRR, 2025)

MS4UI: A Dataset for Multi-modal Summarization of User Interface Instructional Videos. - Yuan Zang; Hao Tan 002; Seunghyun Yoon 002; Franck Dernoncourt; Jiuxiang Gu; Kushal Kafle; Chen Sun 002; Trung Bui (CoRR, 2025)

Forecasting Time Series with LLMs via Patch-Based Prompting and Decomposition. - Mayank Bumb; Anshul Vemulapalli; Sri Harsha Vardhan Prasad Jella; Anish Gupta; An La; Ryan A. Rossi; Hongjie Chen 003; Franck Dernoncourt; Nesreen K. Ahmed; Yu Wang 160 (CoRR, 2025)

Context-Informed Grounding Supervision. - Hyunji Lee; Seunghyun Yoon 002; Yunjae Won; Hanseok Oh; Geewook Kim; Trung Bui; Franck Dernoncourt; Elias Stengel-Eskin; Mohit Bansal; Minjoon Seo (CoRR, 2025)

A Survey on Long-Video Storytelling Generation: Architectures, Consistency, and Cinematic Quality. - Mohamed Elmoghany; Ryan A. Rossi; Seunghyun Yoon 002; Subhojyoti Mukherjee; Eslam Mohamed Bakr; Puneet Mathur; Gang Wu 013; Viet Dac Lai; Nedim Lipka; Ruiyi Zhang 002; Varun Manjunatha; Chien Van Nguyen; et al. (CoRR, 2025)

Lizard: An Efficient Linearization Framework for Large Language Models. - Chien Van Nguyen; Ruiyi Zhang 002; Hanieh Deilamsalehy; Puneet Mathur; Viet Dac Lai; Haoliang Wang; Jayakumar Subramanian; Ryan A. Rossi; Trung Bui; Nikos Vlassis; Franck Dernoncourt; Thien Huu Nguyen (CoRR, 2025)

mSCoRe: a Multilingual and Scalable Benchmark for Skill-based Commonsense Reasoning. - Nghia Trung Ngo; Franck Dernoncourt; Thien Huu Nguyen (CoRR, 2025)