Franck Dernoncourt

A Survey on LLM-based Conversational User Simulation EACL 2026 Instruction Tuning with and without Context: Behavioral Shifts and Downstream Impact EACL 2026 Skill Discovery for Software Scripting Automation via Offline Simulations with LLMs EACL 2026 VipAct: Visual-Perception Enhancement via Specialized VLM Agent Collaboration and Tool-use AAAI 2026 Lizard: An Efficient Linearization Framework for Large Language Models ACL 2026 Octopus: Gated Selective Attention for Memory-Bounded Long-Context Inference in Large Language Models ACL 2026 Can Large Language Models Keep Up? Benchmarking Online Adaptation to Continual Knowledge Streams ACL 2026 Explainable Disentangled Representation Learning for Generalizable Authorship Attribution in the Era of Generative AI ACL 2026 Test-Time Strategies for More Efficient and Accurate Agentic RAG ACL 2026 Understanding Generative AI Capabilities in Everyday Image Editing Tasks WACV 2026 NoLiMa: Long-Context Evaluation Beyond Literal Matching ICML 2025 LaMP-Cap: Personalized Figure Caption Generation With Multimodal Figure Profiles EMNLP 2025 Follow the Flow: Fine-grained Flowchart Attribution with Neurosymbolic Agents EMNLP 2025 Demystifying the Power of Large Language Models in Graph Generation NAACL 2025 Self-Debiasing Large Language Models: Zero-Shot Recognition and Reduction of Stereotypes NAACL 2025 CORG: Generating Answers from Complex, Interrelated Contexts NAACL 2025 VisDoM: Multi-Document QA with Visually Rich Elements Using Multimodal Retrieval-Augmented Generation NAACL 2025 MoDS: Moderating a Mixture of Document Speakers to Summarize Debatable Queries in Document Collections NAACL 2025 From Selection to Generation: A Survey of LLM-based Active Learning ACL 2025 ChartLens: Fine-grained Visual Attribution in Charts ACL 2025 SlimLM: An Efficient Small Language Model for On-Device Document Assistance ACL 2025 Mixture of Structural-and-Textual Retrieval over Text-rich Graph Knowledge Bases ACL 2025 GUI Agents: A Survey ACL 2025 Document Attribution: Examining Citation Relationships using Large Language Models ACL 2025 ChartEval: LLM-Driven Chart Generation Evaluation Using Scene Graph Parsing IJCNLP 2025 ChartEval: LLM-Driven Chart Generation Evaluation Using Scene Graph Parsing AACL 2025 The Photographer's Eye: Teaching Multimodal Large Language Models to See, and Critique Like Photographers CVPR 2025 A Large-scale Training Paradigm for Graph Generative Models ICLR 2025 SV-RAG: LoRA-Contextualizing Adaptation of MLLMs for Long Document Understanding ICLR 2025 Fine-tuning CLIP Text Encoders with Two-step Paraphrasing EACL 2024 Identifying Speakers in Dialogue Transcripts: A Text-based Approach Using Pretrained Language Models INTERSPEECH 2024 OATS: A Challenge Dataset for Opinion Aspect Target Sentiment Joint Detection for Aspect-Based Sentiment Analysis COLING 2024 KaPQA: Knowledge-Augmented Product Question-Answering ACL 2024 Editing Partially Observable Networks via Graph Diffusion Models ICML 2024 PDFTriage: Question Answering over Long, Structured Documents EMNLP 2024 Hierarchical Selection of Important Context for Generative Event Causality Identification with Optimal Transports COLING 2024 Mastering Context-to-Label Representation Transformation for Event Causality Identification with Diffusion Models AAAI 2024 CulturaX: A Cleaned, Enormous, and Multilingual Dataset for Large Language Models in 167 Languages COLING 2024 DocScript: Document-level Script Event Prediction COLING 2024 MCECR: A Novel Dataset for Multilingual Cross-Document Event Coreference Resolution NAACL 2024 An Analysis of Multilingual FActScore EMNLP 2024 DocEdit-v2: Document Structure Editing Via Multimodal LLM Grounding EMNLP 2024 Scaling Up Video Summarization Pretraining with Large Language Models CVPR 2024 Towards Enhancing Coherence in Extractive Summarization: Dataset and Experiments with LLMs EMNLP 2024 ULLME: A Unified Framework for Large Language Model Embeddings with Generation-Augmented Learning EMNLP 2024 Hybrid Knowledge Transfer for Improved Cross-Lingual Event Detection via Hierarchical Sample Selection ACL 2023 MeetingQA: Extractive Question-Answering on Meeting Transcripts ACL 2023 SCCS: Semantics-Consistent Cross-domain Summarization via Optimal Transport Alignment ACL 2023 MeetingBank: A Benchmark Dataset for Meeting Summarization ACL 2023 Generating Labeled Data for Relation Extraction: A Meta Learning Approach with Joint GPT-2 Training ACL 2023 Moment Detection in Long Tutorial Videos ICCV 2023 Improving Visual Grounding by Encouraging Consistent Gradient-Based Explanations CVPR 2023 Boosting Punctuation Restoration with Data Generation and Reinforcement Learning INTERSPEECH 2023 Efficient Spoken Language Recognition via Multilabel Classification INTERSPEECH 2023 A Review of Datasets for Aspect-based Sentiment Analysis IJCNLP 2023 A Review of Datasets for Aspect-based Sentiment Analysis AACL 2023 Okapi: Instruction-tuned Large Language Models in Multiple Languages with Reinforcement Learning from Human Feedback EMNLP 2023 ChatGPT Beyond English: Towards a Comprehensive Evaluation of Large Language Models in Multilingual Learning EMNLP 2023 Transitioning Representations between Languages for Cross-lingual Event Detection via Langevin Dynamics EMNLP 2023 LiveSeg: Unsupervised Multimodal Temporal Segmentation of Long Livestream Videos WACV 2023 LayerDoc: Layer-Wise Extraction of Spatial Hierarchical Structure in Visually-Rich Documents WACV 2023 Curricular Next Conversation Prediction Pretraining for Transcript Segmentation EACL 2023 Learning Navigational Visual Representations with Semantic Map Supervision ICCV 2023 DocEdit: Language-Guided Document Editing AAAI 2023 MEE: A Novel Multilingual Event Extraction Dataset EMNLP 2022 CAISE: Conversational Agent for Image Search and Editing AAAI 2022 Transfer Learning and Prediction Consistency for Detecting Offensive Spans of Text ACL 2022 Document-Level Event Argument Extraction via Optimal Transport ACL 2022 Virtual Knowledge Graph Construction for Zero-Shot Domain-Specific Document Retrieval COLING 2022 MECI: A Multilingual Dataset for Event Causality Identification COLING 2022 Medical Question Understanding and Answering with Knowledge Grounding and Semantic Self-Supervision COLING 2022 MACRONYM: A Large-Scale Dataset for Multilingual and Multi-Domain Acronym Extraction COLING 2022 Offensive Content Detection via Synthetic Code-Switched Text COLING 2022 Keyphrase Prediction from Video Transcripts: New Dataset and Directions COLING 2022 Event Extraction in Video Transcripts COLING 2022 BehanceMT: A Machine Translation Corpus for Livestreaming Video Transcripts COLING 2022 Learning Cross-Task Dependencies for Joint Extraction of Entities, Events, Event Arguments, and Relations EMNLP 2022 DocFin: Multimodal Financial Prediction and Bias Mitigation using Semi-structured Documents EMNLP 2022 Multilingual SubEvent Relation Extraction: A Novel Dataset and Structure Induction Method EMNLP 2022 Factual Error Correction for Abstractive Summaries Using Entity Retrieval EMNLP 2022 Curriculum-guided Abstractive Summarization for Mental Health Online Posts EMNLP 2022 Few-Shot Cross-Lingual Learning for Event Detection EMNLP 2022 DocLayoutTTS: Dataset and Baselines for Layout-informed Document-level Neural Speech Synthesis INTERSPEECH 2022 DocTime: A Document-level Temporal Dependency Graph Parser NAACL 2022 MINION: a Large-Scale and Diverse Dataset for Multilingual Event Detection NAACL 2022 Joint Extraction of Entities, Relations, and Events via Modeling Inter-Instance and Inter-Label Dependencies NAACL 2022 Multimodal Intent Discovery from Livestream Videos NAACL 2022 Fine-grained Image Captioning with CLIP Reward NAACL 2022 BehancePR: A Punctuation Restoration Dataset for Livestreaming Video Transcript NAACL 2022 Event Detection for Suicide Understanding NAACL 2022 Generating Complement Data for Aspect Term Extraction with GPT-2 NAACL 2022 SemEval 2022 Task 12: Symlink - Linking Mathematical Symbols to their Descriptions NAACL 2022 SemEval 2022 Task 12: Symlink - Linking Mathematical Symbols to their Descriptions SEMEVAL 2022 KPQA: A Metric for Generative Question Answering Using Keyphrase Weights NAACL 2021 A Context-Dependent Gated Module for Incorporating Symbolic Semantics into Event Coreference Resolution NAACL 2021 X-METRA-ADA: Cross-lingual Meta-Transfer learning Adaptation to Natural Language Understanding and Question Answering NAACL 2021 Open-Domain Question Answering with Pre-Constructed Question Spaces NAACL 2021 UCSD-Adobe at MEDIQA 2021: Transfer Learning and Answer Sentence Selection for Medical Summarization NAACL 2021 Joint Summarization-Entailment Optimization for Consumer Health Question Understanding NAACL 2021 TLDR9+: A Large Scale Resource for Extreme Summarization of Social Media Posts EMNLP 2021 Learning by Planning: Language-Guided Global Image Editing CVPR 2021 QACE: Asking Questions to Evaluate an Image Caption EMNLP 2021 A Gradually Soft Multi-Task and Data-Augmented Approach to Medical Question Understanding IJCNLP 2021 PSED: A Dataset for Selecting Emphasis in Presentation Slides ACL 2021 DPR at SemEval-2021 Task 8: Dynamic Path Reasoning for Measurement Relation Extraction ACL 2021 Syntopical Graphs for Computational Argumentation Tasks IJCNLP 2021 Unleash GPT-2 Power for Event Detection IJCNLP 2021 UMIC: An Unreferenced Metric for Image Captioning via Contrastive Learning IJCNLP 2021 TIMERS: Document-level Temporal Relation Extraction IJCNLP 2021 PSED: A Dataset for Selecting Emphasis in Presentation Slides IJCNLP 2021 DPR at SemEval-2021 Task 8: Dynamic Path Reasoning for Measurement Relation Extraction IJCNLP 2021 Learning Prototype Representations Across Few-Shot Tasks for Event Detection EMNLP 2021 A Gradually Soft Multi-Task and Data-Augmented Approach to Medical Question Understanding ACL 2021 StreamHover: Livestream Transcript Summarization and Annotation EMNLP 2021 IGA: An Intent-Guided Authoring Assistant EMNLP 2021 DPR at SemEval-2021 Task 8: Dynamic Path Reasoning for Measurement Relation Extraction SEMEVAL 2021 User Factor Adaptation for User Embedding via Multitask Learning EACL 2021 MadDog: A Web-based System for Acronym Identification and Disambiguation EACL 2021 Syntopical Graphs for Computational Argumentation Tasks ACL 2021 Unleash GPT-2 Power for Event Detection ACL 2021 UMIC: An Unreferenced Metric for Image Captioning via Contrastive Learning ACL 2021 TIMERS: Document-level Temporal Relation Extraction ACL 2021 Towards Interpreting and Mitigating Shortcut Learning Behavior of NLU models NAACL 2021 Introducing Syntactic Structures into Target Opinion Word Extraction with Deep Learning EMNLP 2020 Learning to Fuse Sentences with Transformers for Summarization EMNLP 2020 Variational Hierarchical Dialog Autoencoder for Dialog State Tracking Data Augmentation EMNLP 2020 SemEval-2020 Task 10: Emphasis Selection for Written Text in Visual Media COLING 2020 SemEval-2020 Task 6: Definition Extraction from Free Text with the DEFT Corpus COLING 2020 Improving Slot Filling by Utilizing Contextual Information ACL 2020 Explain by Evidence: An Explainable Memory-based Neural Network for Question Answering COLING 2020 What Does This Acronym Mean? Introducing a New Dataset for Acronym Identification and Disambiguation COLING 2020 Efficient Deployment of Conversational Natural Language Interfaces over Databases ACL 2020 Understanding Points of Correspondence between Sentences for Abstractive Summarization ACL 2020 Let Me Choose: From Verbal Context to Font Selection ACL 2020 Exploiting the Syntax-Model Consistency for Neural Relation Extraction ACL 2020 A Cascade Approach to Neural Abstractive Summarization with Content Selection and Fusion AACL 2020 SemEval-2020 Task 6: Definition Extraction from Free Text with the DEFT Corpus SEMEVAL 2020 A Joint Model for Definition Extraction with Syntactic Connection and Semantic Consistency AAAI 2020 SemEval-2020 Task 10: Emphasis Selection for Written Text in Visual Media SEMEVAL 2020 Multi-View Consistency for Relation Extraction via Mutual Information and Structure Prediction AAAI 2020 Extensively Matching for Few-shot Learning Event Detection ACL 2020 ViLBERTScore: Evaluating Image Caption Using Vision-and-Language BERT EMNLP 2020 Improving Aspect-based Sentiment Analysis with Gated Graph Convolutional Networks and Syntax-based Regulation EMNLP 2020 Using Visual Feature Space as a Pivot Across Languages EMNLP 2020 Scene Graph Modification Based on Natural Language Commands EMNLP 2020 Rethinking Self-Attention: Towards Interpretability in Neural Parsing EMNLP 2020 Exploiting Semi-Supervised Training Through a Dropout Regularization in End-to-End Speech Recognition INTERSPEECH 2019 Analyzing Sentence Fusion in Abstractive Summarization EMNLP 2019 Expressing Visual Relationships via Language ACL 2019 Learning Emphasis Selection for Written Text in Visual Media from Crowd-Sourced Label Distributions ACL 2019 On the Effectiveness of the Pooling Methods for Biomedical Relation Extraction with Deep Learning EMNLP 2019 Scoring Sentence Singletons and Pairs for Abstractive Summarization ACL 2019 DEFT: A corpus for definition extraction in free- and semi-structured text ACL 2019 Improving Human Text Comprehension through Semi-Markov CRF-based Neural Section Title Generation NAACL 2019 A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents NAACL 2018 A Framework for Speech Recognition Benchmarking INTERSPEECH 2018 A Web-based Framework for Collecting and Assessing Highlighted Sentences in a Document COLING 2018 MIT-MEDG at SemEval-2018 Task 7: Semantic Relation Classification via Convolution Neural Network SEMEVAL 2018 Neural Networks for Joint Sentence Classification in Medical Paper Abstracts EACL 2017 PubMed 200k RCT: a Dataset for Sequential Sentence Classification in Medical Abstracts IJCNLP 2017 NeuroNER: an easy-to-use program for named-entity recognition based on neural networks EMNLP 2017 MIT at SemEval-2017 Task 10: Relation Extraction with Convolutional Neural Networks SEMEVAL 2017 Sequential Short-Text Classification with Recurrent and Convolutional Neural Networks NAACL 2016