Sotabase

Career

· PhD in Computer Science, Columbia University2007–
· Postdoc in Computer Science, Stanford University2007–2009
· MS in Computer Science, Columbia University2002–
· Diploma in Computer Science, EPFL2001–
· Sr. Principal Research Manager, Microsoft Research

Publications (116)

A Diversity-Promoting Objective Function for Neural Conversation Models
North American Chapter of the Association for Computational Linguistics · 2015
2,596
cited
DIALOGPT : Large-Scale Generative Pre-training for Conversational Response Generation
Annual Meeting of the Association for Computational Linguistics · 2019
1,663
cited
Deep Reinforcement Learning for Dialogue Generation
Conference on Empirical Methods in Natural Language Processing · 2016
1,387
cited
MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts
International Conference on Learning Representations · 2023
1,205
cited
A Persona-Based Neural Conversation Model
Annual Meeting of the Association for Computational Linguistics · 2016
1,080
cited
A Neural Network Approach to Context-Sensitive Generation of Conversational Responses
North American Chapter of the Association for Computational Linguistics · 2015
913
cited
Instruction Tuning with GPT-4
arXiv.org · 2023
760
cited
Neural Approaches to Conversational AI
Annual Meeting of the Association for Computational Linguistics · 2018
718
cited
A Knowledge-Grounded Neural Conversation Model
AAAI Conference on Artificial Intelligence · 2017
584
cited
What’s in a translation rule?
North American Chapter of the Association for Computational Linguistics · 2004
560
cited
Visual Storytelling
North American Chapter of the Association for Computational Linguistics · 2016
528
cited
Check Your Facts and Try Again: Improving Large Language Models with External Knowledge and Automated Feedback
arXiv.org · 2023
486
cited
Scalable Inference and Training of Context-Rich Syntactic Translation Models
Annual Meeting of the Association for Computational Linguistics · 2006
475
cited
Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models
Neural Information Processing Systems · 2023
420
cited
Discourse Segmentation of Multi-Party Conversation
Annual Meeting of the Association for Computational Linguistics · 2003
415
cited
A Simple and Effective Hierarchical Phrase Reordering Model
Conference on Empirical Methods in Natural Language Processing · 2008
377
cited
Optimizing Chinese Word Segmentation for Machine Translation Performance
WMT@ACL · 2008
363
cited
Understanding Emotions in Text Using Deep Learning and Big Data
Computers in Human Behavior · 2019
341
cited
Generating Informative and Diverse Conversational Responses via Adversarial Information Maximization
Neural Information Processing Systems · 2018
311
cited
Joint Language and Translation Modeling with Recurrent Neural Networks
Conference on Empirical Methods in Natural Language Processing · 2013
294
cited
Sotabase
Michel Galley | Researcher Profile | Sotabase | Sotabase