Douwe Kiela
RESEARCH SCIENTIST | NEW YORK CITY, UNITED STATES
Douwe is a Research Scientist at Facebook AI Research in New York. He received his Ph.D. and M.Phil. from the University of Cambridge. Prior to that, Douwe earned an undergraduate degree from Utrecht University with a double major in Cognitive Artificial Intelligence and Philosophy. He also earned a Master's degree in Logic at the University of Amsterdam's Institute for Logic, Language and Computation. He focuses on machine learning and natural language processing. Douwe's research interests lie in developing better models for language understanding and grounded language learning.
Research Areas
Douwe's Work
Douwe's Publications
October 20, 2021
Gradient-based Adversarial Attacks against Text Transformers
Alexandre Sablayrolles, Chuan Guo, Douwe Kiela, Hervé Jegou
October 20, 2021
September 23, 2021
Masked Language Modeling and the Distributional Hypothesis: Order Word Matters Pre-training for Little
Koustuv Sinha, Adina Williams, Dieuwke Hupkes, Douwe Kiela, Joelle Pineau, Robin Jia
September 23, 2021
November 30, 2020
THEORY
RESEARCH
Learning Optimal Representations with the Decodable Information Bottleneck
Rama Vedantam, David Schwab, Douwe Kiela, Yann Dubois
November 30, 2020
June 29, 2020
RESEARCH
NLP
Adversarial NLI: A New Benchmark for Natural Language Understanding
Douwe Kiela, Adina Williams, Emily Dinan, Jason Weston, Mohit Bansal, Yixin Nie
June 29, 2020
April 26, 2020
RESEARCH
On the interaction between supervision and self-play in emergent communication
Douwe Kiela, Jakob Foerster, Joelle Pineau, Abhinav Gupta, Ryan Lowe
April 26, 2020
December 12, 2019
GRAPHICS
The Second Conversational Intelligence Challenge (ConvAI2)
Emily Dinan, Alexander Miller, Arthur Szlam, Douwe Kiela, Jack Urbanek, Jason Weston, Joelle Pineau, Kurt Shuster, Ryan Lowe, Alan W Black , Alexander Rudnicky, Iulian Servan , Jason Williams, Mikhail Burtsev, Shrimai Prabhumoye, Valentin Malykh, Varvara Logacheva, Yoshua Bengio
December 12, 2019
November 04, 2019
RESEARCH
SPEECH & AUDIO
Countering Language Drift via Visual Grounding
Douwe Kiela, Kyunghyun Cho, Jason Lee
November 04, 2019
November 04, 2019
RESEARCH
SPEECH & AUDIO
Emergent Linguistic Phenomena in Multi-Agent Communication Games
Douwe Kiela, Kyunghyun Cho, Laura Graesser
November 04, 2019
November 04, 2019
Finding Generalizable Evidence by Learning to Convince Q&A Models
Douwe Kiela, Jason Weston, Kyunghyun Cho, Rob Fergus, Siddharth Karamcheti, Ethan Perez
November 04, 2019
May 29, 2019
CONVERSATIONAL AI
RESEARCH
What makes a good conversation? How controllable attributes affect human judgments
Douwe Kiela, Abi See, Jason Weston, Stephen Roller
May 29, 2019
March 04, 2019
RESEARCH
NLP
No Training Required: Exploring Random Encoders for Sentence Classification
Douwe Kiela, John Wieting
March 04, 2019
November 02, 2018
RESEARCH
NLP
Jump to better conclusions: SCAN both left and right
Douwe Kiela, Jason Weston, Kyunghyun Cho, Marco Baroni, Joost Bastings
November 02, 2018
November 02, 2018
RESEARCH
SPEECH & AUDIO
Dynamic Meta-Embeddings for Improved Sentence Representations
Douwe Kiela, Changhan Wang, Kyunghyun Cho
November 02, 2018
July 16, 2018
RESEARCH
SPEECH & AUDIO
Hearst Patterns Revisited: Automatic Hypernym Detection from Large Text Corpora
Maximilian Nickel, Douwe Kiela, Stephen Roller
July 16, 2018
July 15, 2018
RESEARCH
NLP
Personalizing Dialogue Agents: I have a dog, do you have pets too?
Jason Weston, Arthur Szlam, Douwe Kiela, Emily Dinan, Jack Urbanek, Saizheng Zhang
July 15, 2018
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