← Authors

Michel Galley

65 papers · 2003–2025 · 9 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (22) 🐝 Cross-Pollinator (10) 🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer πŸ—ΊοΈ Taxonomy Completionist (51) 🌈 Renaissance Researcher (6) 🌍 Conference Polyglot (9) 🌟 Keyword Trendsetter Combo (4) 🀝 Dynamic Duo (34) πŸ† Grand Slam πŸ”¬ Deep Specialist (11) 🧬 Topic Evolution πŸ† Keyword Champion (3) πŸ’Ž Century Club (65) ❓ The Questioner (2) πŸ”₯ Unstoppable (13) πŸ—ƒοΈ Keyword Collector (125) ⚑ Prolific Year (7)

Conferences

ACL (17) NAACL (16) EMNLP (14) IJCNLP (8) AAAI (3) NIPS (3) ICLR (2) COLING (1) ICML (1)

Top co-authors

Jianfeng Gao (34) Bill Dolan (23) Chris Brockett (21) Yizhe Zhang (14) Chris Quirk (13) Baolin Peng (10) Xiang Gao (10) Christopher D. Manning (9) Michael Auli (5) Hao Cheng (5)

Keywords

response generation (7) dialogue system (7) large language model (5) language model (5) text generation (5) grounded generation (4) conversational model (3) latent space (3) conversation modeling (3) user simulator (2) self-supervised learning (2) multi-task learning (2) text editing (2) few-shot learning (2) neural conversation model (2) knowledge grounding (2) knowledge retrieval (2) conversational ai (2) dialogue generation (2) conversational response generation (2)

Papers

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