Koustuv Sinha
RESEARCH SCIENTIST | MONTREAL, CANADA
Koustuv is a Ph.D. candidate at McGill University/Mila and a researcher at Facebook AI Research (FAIR). His focus includes logical language understanding, graph representation learning, systematic generalization, and dialog systems.
Research Areas
Koustuv's Publications
December 01, 2022
NLP
CORE MACHINE LEARNING
The Curious Case of Absolute Position Embeddings
Koustuv Sinha, Adina Williams, Dieuwke Hupkes, Joelle Pineau, Amirhossein Kazemnejad, Siva Reddy
December 01, 2022
February 27, 2022
Improving Reproducibility in Machine Learning Research
Joelle Pineau, Koustuv Sinha, Alina Beygelzimer, Emily Fox, Florence d'Alché-Buc, Hugo Larochelle, Philippe Vincent-Lamarre, Vincent Larivière
February 27, 2022
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
HUMAN & MACHINE INTELLIGENCE
RESEARCH
Measuring Systematic Generalization in Neural Symbolic Reasoning with Transformers
Koustuv Sinha, Christopher Pal, Nicolas Gontier, Siva Reddy
November 30, 2020
June 30, 2020
June 30, 2020
June 25, 2020
RESEARCH
NLP
Learning an Unreferenced Metric for Online Dialogue Evaluation
Koustuv Sinha, Joelle Pineau, Jasmine Wang, Prasanna Parthasarathi, Ryan Lowe, William L Hamilton
June 25, 2020
November 05, 2019
RESEARCH
NLP
CLUTRR: A Diagnostic Benchmark for Inductive Reasoning from Text
Koustuv Sinha, Joelle Pineau, Will Hamilton, Jin Dong, Shagun Sodhani
November 05, 2019
Foundational models
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Foundational models
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