Michel Galley
- Artificial Intelligence top 0.1%
- Topic Modeling 60
- Natural Language Processing Techniques 55
- Speech and dialogue systems 24
- Algorithms and Data Compression 6
- Text Readability and Simplification 6
- Semantic Web and Ontologies 3
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- Multimodal Machine Learning Applications 14
- Human-Computer Interaction top 5%
- Health Informatics top 5%
- Information Systems top 1%
- Software Engineering Research 3
- Co-authors
- Jianfeng GaoChris BrockettBill DolanJiwei LiChristopher D. ManningKathleen McKeownDan JurafskyAlan Ritter
- Journals
- The Journal of the Acoustical Society of America (1 paper)Computers in Human Behavior (1 paper)Computer Speech & Language (1 paper)
- Partner nations
- United StatesUnited KingdomIndia
In The Last Decade
Michel Galley
68 papers receiving 5.5k citations
Hit Papers
Peers
Comparison fields: 5 of 118
- Artificial Intelligence 5.4k
- Computer Vision and Pattern Recognition 1.1k
- Human-Computer Interaction 118
- Health Informatics 29
- Information Systems 466
Countries citing papers authored by Michel Galley
This map shows the geographic impact of Michel Galley's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Michel Galley with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Michel Galley more than expected).
Fields of papers citing papers by Michel Galley
This network shows the impact of papers produced by Michel Galley. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Michel Galley. The network helps show where Michel Galley may publish in the future.
Co-authorship network
The 25 scholars most cited alongside Michel Galley, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
| # | Work | ||
|---|---|---|---|
| 1 | 2023 | 1 | |
| 2 | IMPROVING RESPONSE GENERATION CONSISTENCY VIA CONTRASTIVE LEARNING | 2021 | 0 |
| 3 | 2020 | 38 | |
| 4 | Neural Approaches to Conversational AI – Tutorial at ACL/SIGIR 2018 | 2018 | 2 |
| 5 | Image-Grounded Conversations: Multimodal Context for Natural Question and Response Generation | 2017 | 13 |
| 6 | Multi-Task Learning for Speaker-Role Adaptation in Neural Conversation Models | 2017 | 11 |
| 7 | 2016 | 138 | |
| 8 | A Persona-Based Neural Conversation Modelbreakdown → | 2016 | 481 |
| 9 | On Available Corpora for Empirical Methods in Vision & Language. | 2015 | 1 |
| 10 | 2014 | 18 | |
| 11 | 2013 | 168 | |
| 12 | Direct Error Rate Minimization for Statistical Machine Translation | 2012 | 5 |
| 13 | Optimal Search for Minimum Error Rate Training | 2011 | 10 |
| 14 | Why Initialization Matters for IBM Model 1: Multiple Optima and Non-Strict Convexity | 2011 | 11 |
| 15 | Accurate Non-Hierarchical Phrase-Based Translation | 2010 | 41 |
| 16 | Phrasal: a toolkit for statistical machine translation with facilities for extraction and incorporation of arbitrary model features | 2010 | 25 |
| 17 | Improved Models of Distortion Cost for Statistical Machine Translation | 2010 | 21 |
| 18 | 2010 | 22 | |
| 19 | Machine Translation Evaluation with Textual Entailment Features | 2009 | 7 |
| 20 | From Text Summarization to Speech Summarization | 2005 | 4 |
About Michel Galley
Michel Galley is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition and Sensory Systems, having authored 69 papers that have together received 5.9k indexed citations. Recurring topics across this work include Topic Modeling (60 papers), Natural Language Processing Techniques (55 papers), Speech and dialogue systems (24 papers), Multimodal Machine Learning Applications (14 papers), Algorithms and Data Compression (6 papers), Text Readability and Simplification (6 papers), Software Engineering Research (3 papers) and Semantic Web and Ontologies (3 papers). The work is most often cited by research in Artificial Intelligence (5.4k citations), Computer Vision and Pattern Recognition (1.1k citations) and Human-Computer Interaction (118 citations). Michel Galley has collaborated with scholars based in United States, United Kingdom and India. Frequent co-authors include Jianfeng Gao, Chris Brockett, Bill Dolan, Jiwei Li, Christopher D. Manning, Kathleen McKeown, Dan Jurafsky, Alan Ritter, Will Monroe and Lihong Li. Their work appears in journals such as The Journal of the Acoustical Society of America, Computers in Human Behavior and Computer Speech & Language.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.