Koustuv Sinha

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.

Koustuv's Publications

April 07, 2020

RESEARCH

COMPUTER VISION

CLUTRR: A Diagnostic Benchmark for Inductive Reasoning from Text

The recent success of natural language understanding (NLU) systems has been troubled by results highlighting the failure of these models to generalize in a systematic and robust way. In this work, we introduce a diagnostic benchmark suite,…

Koustuv Sinha, Shagun Sodhani, Jin Dong, Joelle Pineau, William L. Hamilton,

April 07, 2020