Michel Galley

CollabLLM: From Passive Responders to Active Collaborators ICML 2025 ExACT: Teaching AI Agents to Explore with Reflective-MCTS and Exploratory Learning ICLR 2025 SimulatorArena: Are User Simulators Reliable Proxies for Multi-Turn Evaluation of AI Assistants? EMNLP 2025 Iterative Self-Tuning LLMs for Enhanced Jailbreaking Capabilities NAACL 2025 Teaching Language Models to Self-Improve through Interactive Demonstrations NAACL 2024 MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts ICLR 2024 Self-Checker: Plug-and-Play Modules for Fact-Checking with Large Language Models NAACL 2024 Interactive Text Generation EMNLP 2023 Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models NIPS 2023 Guiding Large Language Models via Directional Stimulus Prompting NIPS 2023 DIONYSUS: A Pre-trained Model for Low-Resource Dialogue Summarization ACL 2023 Grounded Keys-to-Text Generation: Towards Factual Open-Ended Generation EMNLP 2022 RetGen: A Joint Framework for Retrieval and Grounded Text Generation Modeling AAAI 2022 Probing Factually Grounded Content Transfer with Factual Ablation ACL 2022 Automatic Document Sketching: Generating Drafts from Analogous Texts IJCNLP 2021 Ask what’s missing and what’s useful: Improving Clarification Question Generation using Global Knowledge NAACL 2021 Text Editing by Command NAACL 2021 A Controllable Model of Grounded Response Generation AAAI 2021 Data Augmentation for Abstractive Query-Focused Multi-Document Summarization AAAI 2021 Automatic Document Sketching: Generating Drafts from Analogous Texts ACL 2021 MixingBoard: a Knowledgeable Stylized Integrated Text Generation Platform ACL 2020 Dialogue Response Ranking Training with Large-Scale Human Feedback Data EMNLP 2020 DIALOGPT : Large-Scale Generative Pre-training for Conversational Response Generation ACL 2020 Jointly Optimizing Diversity and Relevance in Neural Response Generation NAACL 2019 Towards Content Transfer through Grounded Text Generation NAACL 2019 Conversing by Reading: Contentful Neural Conversation with On-demand Machine Reading ACL 2019 Microsoft Icecaps: An Open-Source Toolkit for Conversation Modeling ACL 2019 Towards Coherent and Cohesive Long-form Text Generation NAACL 2019 Structuring Latent Spaces for Stylized Response Generation IJCNLP 2019 Structuring Latent Spaces for Stylized Response Generation EMNLP 2019 Generating Informative and Diverse Conversational Responses via Adversarial Information Maximization NIPS 2018 Neural Approaches to Conversational AI ACL 2018 Image-Grounded Conversations: Multimodal Context for Natural Question and Response Generation IJCNLP 2017 Multi-Task Learning for Speaker-Role Adaptation in Neural Conversation Models IJCNLP 2017 Deep Reinforcement Learning for Dialogue Generation EMNLP 2016 A Persona-Based Neural Conversation Model ACL 2016 A Diversity-Promoting Objective Function for Neural Conversation Models NAACL 2016 Visual Storytelling NAACL 2016 deltaBLEU: A Discriminative Metric for Generation Tasks with Intrinsically Diverse Targets ACL 2015 Language to Code: Learning Semantic Parsers for If-This-Then-That Recipes IJCNLP 2015 deltaBLEU: A Discriminative Metric for Generation Tasks with Intrinsically Diverse Targets IJCNLP 2015 A Survey of Current Datasets for Vision and Language Research EMNLP 2015 Language to Code: Learning Semantic Parsers for If-This-Then-That Recipes ACL 2015 A Neural Network Approach to Context-Sensitive Generation of Conversational Responses NAACL 2015 Large-scale Expected BLEU Training of Phrase-based Reordering Models EMNLP 2014 Joint Language and Translation Modeling with Recurrent Neural Networks EMNLP 2013 Regularized Minimum Error Rate Training EMNLP 2013 Optimal Search for Minimum Error Rate Training EMNLP 2011 Why Initialization Matters for IBM Model 1: Multiple Optima and Non-Strict Convexity ACL 2011 Improved Models of Distortion Cost for Statistical Machine Translation NAACL 2010 Accurate Non-Hierarchical Phrase-Based Translation NAACL 2010 Phrasal: A Statistical Machine Translation Toolkit for Exploring New Model Features NAACL 2010 Quadratic-Time Dependency Parsing for Machine Translation ACL 2009 Robust Machine Translation Evaluation with Entailment Features ACL 2009 Quadratic-Time Dependency Parsing for Machine Translation IJCNLP 2009 Robust Machine Translation Evaluation with Entailment Features IJCNLP 2009 A Simple and Effective Hierarchical Phrase Reordering Model EMNLP 2008 A Phrase-Based Alignment Model for Natural Language Inference EMNLP 2008 Lexicalized Markov Grammars for Sentence Compression NAACL 2007 Scalable Inference and Training of Context-Rich Syntactic Translation Models COLING 2006 Scalable Inference and Training of Context-Rich Syntactic Translation Models ACL 2006 A Skip-Chain Conditional Random Field for Ranking Meeting Utterances by Importance EMNLP 2006 Identifying Agreement and Disagreement in Conversational Speech: Use of Bayesian Networks to Model Pragmatic Dependencies ACL 2004 What’s in a translation rule? NAACL 2004 Discourse Segmentation of Multi-Party Conversation ACL 2003