Hybrid natural language generation for spoken dialogue systems. - Michel Galley; Eric Fosler-Lussier; Alexandros Potamianos (INTERSPEECH, 2001)

Discourse Segmentation of Multi-Party Conversation. - Michel Galley; Kathleen R. McKeown; Eric Fosler-Lussier; Hongyan Jing (ACL, 2003)

Improving Word Sense Disambiguation in Lexical Chaining. - Michel Galley; Kathleen R. McKeown (IJCAI, 2003)

Identifying Agreement and Disagreement in Conversational Speech: Use of Bayesian Networks to Model Pragmatic Dependencies. - Michel Galley; Kathleen R. McKeown; Julia Hirschberg; Elizabeth Shriberg (ACL, 2004)

What's in a translation rule? - Michel Galley; Mark Hopkins; Kevin Knight; Daniel Marcu (HLT-NAACL, 2004)

From text to speech summarization. - Kathleen R. McKeown; Julia Hirschberg; Michel Galley; Sameer Maskey (ICASSP (5), 2005)

Automatic Summarization of Conversational Multi-Party Speech. - Michel Galley (AAAI, 2006)

Scalable Inference and Training of Context-Rich Syntactic Translation Models. - Michel Galley; Jonathan Graehl; Kevin Knight; Daniel Marcu; Steve DeNeefe; Wei Wang 006; Ignacio Thayer (ACL, 2006)

A Skip-Chain Conditional Random Field for Ranking Meeting Utterances by Importance. - Michel Galley (EMNLP, 2006)

Lexicalized Markov Grammars for Sentence Compression. - Michel Galley; Kathleen R. McKeown (HLT-NAACL, 2007)

A Simple and Effective Hierarchical Phrase Reordering Model. - Michel Galley; Christopher D. Manning (EMNLP, 2008)

A Phrase-Based Alignment Model for Natural Language Inference. - Bill MacCartney; Michel Galley; Christopher D. Manning (EMNLP, 2008)

Optimizing Chinese Word Segmentation for Machine Translation Performance. - Pi-Chuan Chang; Michel Galley; Christopher D. Manning (WMT@ACL, 2008)

Quadratic-Time Dependency Parsing for Machine Translation. - Michel Galley; Christopher D. Manning (ACL/IJCNLP, 2009)

Robust Machine Translation Evaluation with Entailment Features. - Sebastian Padó; Michel Galley; Daniel Jurafsky; Christopher D. Manning (ACL/IJCNLP, 2009)

Machine Translation Evaluation with Textual Entailment Features. - Sebastian Padó; Michel Galley; Daniel Jurafsky; Christopher D. Manning (WMT@EACL, 2009)

Measuring machine translation quality as semantic equivalence: A metric based on entailment features. - Sebastian Padó; Daniel M. Cer; Michel Galley; Dan Jurafsky; Christopher D. Manning (Mach. Transl., 2009)

Phrasal: A Statistical Machine Translation Toolkit for Exploring New Model Features. - Daniel M. Cer; Michel Galley; Daniel Jurafsky; Christopher D. Manning (NAACL (Demos), 2010)

Accurate Non-Hierarchical Phrase-Based Translation. - Michel Galley; Christopher D. Manning (HLT-NAACL, 2010)

Improved Models of Distortion Cost for Statistical Machine Translation. - Spence Green; Michel Galley; Christopher D. Manning (HLT-NAACL, 2010)

Why Initialization Matters for IBM Model 1: Multiple Optima and Non-Strict Convexity. - Kristina Toutanova; Michel Galley (ACL (2), 2011)

Optimal Search for Minimum Error Rate Training. - Michel Galley; Chris Quirk (EMNLP, 2011)

Direct Error Rate Minimization for Statistical Machine Translation. - Tagyoung Chung; Michel Galley (WMT@NAACL-HLT, 2012)

Joint Language and Translation Modeling with Recurrent Neural Networks. - Michael Auli; Michel Galley; Chris Quirk; Geoffrey Zweig (EMNLP, 2013)

Regularized Minimum Error Rate Training. - Michel Galley; Chris Quirk; Colin Cherry; Kristina Toutanova (EMNLP, 2013)

Large-scale Expected BLEU Training of Phrase-based Reordering Models. - Michael Auli; Michel Galley; Jianfeng Gao 001 (EMNLP, 2014)

See No Evil, Say No Evil: Description Generation from Densely Labeled Images. - Mark Yatskar; Michel Galley; Lucy Vanderwende; Luke Zettlemoyer (*SEM@COLING, 2014)

AutoCaption: Automatic caption generation for personal photos. - Krishnan Ramnath; Simon Baker; Lucy Vanderwende; Motaz Ahmad El-Saban; Sudipta N. Sinha; Anitha Kannan; Noran Hassan; Michel Galley; Yi Yang 007; Deva Ramanan; Alessandro Bergamo; Lorenzo Torresani (WACV, 2014)

deltaBLEU: A Discriminative Metric for Generation Tasks with Intrinsically Diverse Targets. - Michel Galley; Chris Brockett; Alessandro Sordoni; Yangfeng Ji; Michael Auli; Chris Quirk; Margaret Mitchell; Jianfeng Gao 001; Bill Dolan (ACL (2), 2015)

Language to Code: Learning Semantic Parsers for If-This-Then-That Recipes. - Chris Quirk; Raymond J. Mooney; Michel Galley (ACL (1), 2015)

A Survey of Current Datasets for Vision and Language Research. - Francis Ferraro; Nasrin Mostafazadeh; Ting-Hao (Kenneth) Huang; Lucy Vanderwende; Jacob Devlin; Michel Galley; Margaret Mitchell (EMNLP, 2015)

A Neural Network Approach to Context-Sensitive Generation of Conversational Responses. - Alessandro Sordoni; Michel Galley; Michael Auli; Chris Brockett; Yangfeng Ji; Margaret Mitchell; Jian-Yun Nie; Jianfeng Gao 001; Bill Dolan (HLT-NAACL, 2015)

On Available Corpora for Empirical Methods in Vision & Language. - Francis Ferraro; Nasrin Mostafazadeh; Ting-Hao (Kenneth) Huang; Lucy Vanderwende; Jacob Devlin; Michel Galley; Margaret Mitchell (CoRR, 2015)

A Persona-Based Neural Conversation Model. - Jiwei Li 001; Michel Galley; Chris Brockett; Georgios P. Spithourakis; Jianfeng Gao 001; William B. Dolan (ACL (1), 2016)

Deep Reinforcement Learning for Dialogue Generation. - Jiwei Li 001; Will Monroe; Alan Ritter; Dan Jurafsky; Michel Galley; Jianfeng Gao 001 (EMNLP, 2016)

Visual Storytelling. - Ting-Hao (Kenneth) Huang; Francis Ferraro; Nasrin Mostafazadeh; Ishan Misra; Aishwarya Agrawal; Jacob Devlin; Ross B. Girshick; Xiaodong He 001; Pushmeet Kohli; Dhruv Batra; C. Lawrence Zitnick; Devi Parikh; et al. (HLT-NAACL, 2016)

A Diversity-Promoting Objective Function for Neural Conversation Models. - Jiwei Li 001; Michel Galley; Chris Brockett; Jianfeng Gao 001; Bill Dolan (HLT-NAACL, 2016)

Multi-Task Learning for Speaker-Role Adaptation in Neural Conversation Models. - Yi Luan; Chris Brockett; Bill Dolan; Jianfeng Gao 001; Michel Galley (IJCNLP(1), 2017)

Image-Grounded Conversations: Multimodal Context for Natural Question and Response Generation. - Nasrin Mostafazadeh; Chris Brockett; Bill Dolan; Michel Galley; Jianfeng Gao 001; Georgios P. Spithourakis; Lucy Vanderwende (IJCNLP(1), 2017)

A Knowledge-Grounded Neural Conversation Model. - Marjan Ghazvininejad; Chris Brockett; Ming-Wei Chang; Bill Dolan; Jianfeng Gao 001; Wen-tau Yih; Michel Galley (AAAI, 2018)

Emotional Dialogue Generation using Image-Grounded Language Models. - Bernd Huber; Daniel McDuff; Chris Brockett; Michel Galley; Bill Dolan (CHI, 2018)

Generating Informative and Diverse Conversational Responses via Adversarial Information Maximization. - Yizhe Zhang 002; Michel Galley; Jianfeng Gao 001; Zhe Gan; Xiujun Li; Chris Brockett; Bill Dolan (NeurIPS, 2018)

A bird's-eye view on coherence, and a worm's-eye view on cohesion. - Woon Sang Cho; Pengchuan Zhang; Yizhe Zhang 002; Xiujun Li; Michel Galley; Mengdi Wang; Jianfeng Gao 001 (CoRR, 2018)

Conversing by Reading: Contentful Neural Conversation with On-demand Machine Reading. - Lianhui Qin; Michel Galley; Chris Brockett; Xiaodong Liu 003; Xiang Gao 011; Bill Dolan; Yejin Choi 001; Jianfeng Gao 001 (ACL (1), 2019)

Microsoft Icecaps: An Open-Source Toolkit for Conversation Modeling. - Vighnesh Leonardo Shiv; Chris Quirk; Anshuman Suri; Xiang Gao 011; Khuram Shahid; Nithya Govindarajan; Yizhe Zhang 002; Jianfeng Gao 001; Michel Galley; Chris Brockett; Tulasi Menon; Bill Dolan (ACL (3), 2019)

Structuring Latent Spaces for Stylized Response Generation. - Xiang Gao 011; Yizhe Zhang 002; Sungjin Lee; Michel Galley; Chris Brockett; Jianfeng Gao 001; Bill Dolan (EMNLP/IJCNLP (1), 2019)

Jointly Optimizing Diversity and Relevance in Neural Response Generation. - Xiang Gao 011; Sungjin Lee; Yizhe Zhang 002; Chris Brockett; Michel Galley; Jianfeng Gao 001; Bill Dolan (NAACL-HLT (1), 2019)

Towards Content Transfer through Grounded Text Generation. - Shrimai Prabhumoye; Chris Quirk; Michel Galley (NAACL-HLT (1), 2019)

Understanding Emotions in Text Using Deep Learning and Big Data. - Ankush Chatterjee; Umang Gupta; Manoj Kumar Chinnakotla; Radhakrishnan Srikanth; Michel Galley; Puneet Agrawal (Comput. Hum. Behav., 2019)

Dialog System Technology Challenge 7. - Koichiro Yoshino; Chiori Hori; Julien Perez; Luis Fernando D'Haro; Lazaros Polymenakos; R. Chulaka Gunasekara; Walter S. Lasecki; Jonathan K. Kummerfeld; Michel Galley; Chris Brockett; Jianfeng Gao 001; Bill Dolan; et al. (CoRR, 2019)

Consistent Dialogue Generation with Self-supervised Feature Learning. - Yizhe Zhang 002; Xiang Gao 011; Sungjin Lee; Chris Brockett; Michel Galley; Jianfeng Gao 001; Bill Dolan (CoRR, 2019)

The Eighth Dialog System Technology Challenge. - Seokhwan Kim; Michel Galley; R. Chulaka Gunasekara; Sungjin Lee; Adam Atkinson; Baolin Peng; Hannes Schulz; Jianfeng Gao 001; Jinchao Li; Mahmoud Adada; Minlie Huang; Luis A. Lastras; et al. (CoRR, 2019)

Neural Approaches to Conversational AI. - Jianfeng Gao 001; Michel Galley; Lihong Li 001 (Found. Trends Inf. Retr., 2019)

MixingBoard: a Knowledgeable Stylized Integrated Text Generation Platform. - Xiang Gao 011; Michel Galley; Bill Dolan (ACL (demo), 2020)

DIALOGPT : Large-Scale Generative Pre-training for Conversational Response Generation. - Yizhe Zhang 002; Siqi Sun; Michel Galley; Yen-Chun Chen 001; Chris Brockett; Xiang Gao 011; Jianfeng Gao 001; Jingjing Liu 001; Bill Dolan (ACL (demo), 2020)

Dialogue Response Ranking Training with Large-Scale Human Feedback Data. - Xiang Gao 011; Yizhe Zhang 002; Michel Galley; Chris Brockett; Bill Dolan (EMNLP (1), 2020)

The Association for the Advancement of Artificial Intelligence 2020 Workshop Program. - Grace Bang; Guy Barash; Ryan Beal; Jacques Calì; Mauricio Castillo-Effen; Xin Cynthia Chen; Niyati Chhaya; Rachel Cummings; Rohan Dhoopar; Sebastijan Dumancic; Huáscar Espinoza; Eitan Farchi; et al. (AI Mag., 2020)

Overview of the seventh Dialog System Technology Challenge: DSTC7. - Luis Fernando D'Haro; Koichiro Yoshino; Chiori Hori; Tim K. Marks; Lazaros Polymenakos; Jonathan K. Kummerfeld; Michel Galley; Xiang Gao 011 (Comput. Speech Lang., 2020)

Data Augmentation for Abstractive Query-Focused Multi-Document Summarization. - Ramakanth Pasunuru; Asli Celikyilmaz; Michel Galley; Chenyan Xiong; Yizhe Zhang 002; Mohit Bansal; Jianfeng Gao 001 (AAAI, 2021)

A Controllable Model of Grounded Response Generation. - Zeqiu Wu; Michel Galley; Chris Brockett; Yizhe Zhang 002; Xiang Gao 011; Chris Quirk; Rik Koncel-Kedziorski; Jianfeng Gao 001; Hannaneh Hajishirzi; Mari Ostendorf; Bill Dolan (AAAI, 2021)

Automatic Document Sketching: Generating Drafts from Analogous Texts. - Zeqiu Wu; Michel Galley; Chris Brockett; Yizhe Zhang 002; Bill Dolan (ACL/IJCNLP (Findings), 2021)

Text Editing by Command. - Felix Faltings; Michel Galley; Gerold Hintz; Chris Brockett; Chris Quirk; Jianfeng Gao 001; Bill Dolan (NAACL-HLT, 2021)

Ask what's missing and what's useful: Improving Clarification Question Generation using Global Knowledge. - Bodhisattwa Prasad Majumder; Sudha Rao; Michel Galley; Julian J. McAuley (NAACL-HLT, 2021)

An Adversarially-Learned Turing Test for Dialog Generation Models. - Xiang Gao 011; Yizhe Zhang 002; Michel Galley; Bill Dolan (CoRR, 2021)

Joint Retrieval and Generation Training for Grounded Text Generation. - Yizhe Zhang 002; Siqi Sun; Xiang Gao 011; Yuwei Fang; Chris Brockett; Michel Galley; Jianfeng Gao 001; Bill Dolan (CoRR, 2021)

NeurIPS 2021 Competition IGLU: Interactive Grounded Language Understanding in a Collaborative Environment. - Julia Kiseleva; Ziming Li 001; Mohammad Aliannejadi; Shrestha Mohanty; Maartje ter Hoeve; Mikhail Burtsev 001; Alexey Skrynnik; Artem Zholus; Aleksandr I. Panov; Kavya Srinet; Arthur Szlam; Yuxuan Sun 004; et al. (CoRR, 2021)

Overview of the Eighth Dialog System Technology Challenge: DSTC8. - Seokhwan Kim; Michel Galley; R. Chulaka Gunasekara; Sungjin Lee; Adam Atkinson; Baolin Peng; Hannes Schulz; Jianfeng Gao 001; Jinchao Li; Mahmoud Adada; Minlie Huang; Luis A. Lastras; et al. (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

RetGen: A Joint Framework for Retrieval and Grounded Text Generation Modeling. - Yizhe Zhang 002; Siqi Sun; Xiang Gao 011; Yuwei Fang; Chris Brockett; Michel Galley; Jianfeng Gao 001; Bill Dolan (AAAI, 2022)

Probing Factually Grounded Content Transfer with Factual Ablation. - Peter West; Chris Quirk; Michel Galley; Yejin Choi 001 (ACL (Findings), 2022)

Grounded Keys-to-Text Generation: Towards Factual Open-Ended Generation. - Faeze Brahman; Baolin Peng; Michel Galley; Sudha Rao; Bill Dolan; Snigdha Chaturvedi; Jianfeng Gao 001 (EMNLP (Findings), 2022)

GODEL: Large-Scale Pre-Training for Goal-Directed Dialog. - Baolin Peng; Michel Galley; Pengcheng He; Chris Brockett; Lars Liden; Elnaz Nouri; Zhou Yu 005; Bill Dolan; Jianfeng Gao 001 (CoRR, 2022)

DIONYSUS: A Pre-trained Model for Low-Resource Dialogue Summarization. - Yu Li 013; Baolin Peng; Pengcheng He; Michel Galley; Zhou Yu 005; Jianfeng Gao 001 (ACL (1), 2023)

Interactive Text Generation. - Felix Faltings; Michel Galley; Kianté Brantley; Baolin Peng; Weixin Cai; Yizhe Zhang 002; Jianfeng Gao 001; Bill Dolan (EMNLP, 2023)

Guiding Large Language Models via Directional Stimulus Prompting. - Zekun Li 008; Baolin Peng; Pengcheng He; Michel Galley; Jianfeng Gao 001; Xifeng Yan (NeurIPS, 2023)

Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models. - Pan Lu; Baolin Peng; Hao Cheng 002; Michel Galley; Kai-Wei Chang; Ying Nian Wu; Song-Chun Zhu; Jianfeng Gao 001 (NeurIPS, 2023)

Enhancing Task Bot Engagement with Synthesized Open-Domain Dialog. - Miaoran Li; Baolin Peng; Michel Galley; Jianfeng Gao 001; Zhu (Drew) Zhang (SIGDIAL, 2023)

Check Your Facts and Try Again: Improving Large Language Models with External Knowledge and Automated Feedback. - Baolin Peng; Michel Galley; Pengcheng He; Hao Cheng 002; Yujia Xie; Yu Hu; Qiuyuan Huang; Lars Liden; Zhou Yu 005; Weizhu Chen; Jianfeng Gao 001 (CoRR, 2023)

Instruction Tuning with GPT-4. - Baolin Peng; Chunyuan Li; Pengcheng He; Michel Galley; Jianfeng Gao 001 (CoRR, 2023)

Self-Verification Improves Few-Shot Clinical Information Extraction. - Zelalem Gero; Chandan Singh; Hao Cheng 002; Tristan Naumann; Michel Galley; Jianfeng Gao 001; Hoifung Poon (CoRR, 2023)

MathVista: Evaluating Math Reasoning in Visual Contexts with GPT-4V, Bard, and Other Large Multimodal Models. - Pan Lu; Hritik Bansal; Tony Xia; Jiacheng Liu 010; Chunyuan Li; Hannaneh Hajishirzi; Hao Cheng 002; Kai-Wei Chang; Michel Galley; Jianfeng Gao 001 (CoRR, 2023)

MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts. - Pan Lu; Hritik Bansal; Tony Xia; Jiacheng Liu 010; Chunyuan Li; Hannaneh Hajishirzi; Hao Cheng 002; Kai-Wei Chang; Michel Galley; Jianfeng Gao 001 (ICLR, 2024)

Self-Checker: Plug-and-Play Modules for Fact-Checking with Large Language Models. - Miaoran Li; Baolin Peng; Michel Galley; Jianfeng Gao 001; Zhu Zhang 001 (NAACL-HLT (Findings), 2024)

Teaching Language Models to Self-Improve through Interactive Demonstrations. - Xiao Yu 011; Baolin Peng; Michel Galley; Jianfeng Gao 001; Zhou Yu 005 (NAACL-HLT, 2024)

Rethinking Interpretability in the Era of Large Language Models. - Chandan Singh; Jeevana Priya Inala; Michel Galley; Rich Caruana; Jianfeng Gao 001 (CoRR, 2024)

ExACT: Teaching AI Agents to Explore with Reflective-MCTS and Exploratory Learning. - Xiao Yu 011; Baolin Peng; Vineeth Vajipey; Hao Cheng 002; Michel Galley; Jianfeng Gao 001; Zhou Yu 005 (ICLR, 2025)

Iterative Self-Tuning LLMs for Enhanced Jailbreaking Capabilities. - Chung-En Sun; Xiaodong Liu 003; Weiwei Yang; Tsui-Wei Weng; Hao Cheng 002; Aidan San; Michel Galley; Jianfeng Gao 001 (NAACL (Long Papers), 2025)

CollabLLM: From Passive Responders to Active Collaborators. - Shirley Wu; Michel Galley; Baolin Peng; Hao Cheng 002; Gavin Li; Yao Dou; Weixin Cai; James Zou 001; Jure Leskovec; Jianfeng Gao 001 (CoRR, 2025)

Dyna-Think: Synergizing Reasoning, Acting, and World Model Simulation in AI Agents. - Xiao Yu 011; Baolin Peng; Ruize Xu; Michel Galley; Hao Cheng 002; Suman Nath; Jianfeng Gao 001; Zhou Yu 005 (CoRR, 2025)