no code implementations • 17 Aug 2022 • Emad Elwany, Allison Hegel, Marina Shah, Brendan Roof, Genevieve Peaslee, Quentin Rivet
Weak supervision has been applied to various Natural Language Understanding tasks in recent years.
no code implementations • 16 Jul 2021 • Allison Hegel, Marina Shah, Genevieve Peaslee, Brendan Roof, Emad Elwany
Large, pre-trained transformer models like BERT have achieved state-of-the-art results on document understanding tasks, but most implementations can only consider 512 tokens at a time.
no code implementations • 29 Aug 2019 • Swabha Swayamdipta, Matthew Peters, Brendan Roof, Chris Dyer, Noah A. Smith
Shallow syntax provides an approximation of phrase-syntactic structure of sentences; it can be produced with high accuracy, and is computationally cheap to obtain.
2 code implementations • 31 Oct 2018 • Maarten Sap, Ronan LeBras, Emily Allaway, Chandra Bhagavatula, Nicholas Lourie, Hannah Rashkin, Brendan Roof, Noah A. Smith, Yejin Choi
We present ATOMIC, an atlas of everyday commonsense reasoning, organized through 877k textual descriptions of inferential knowledge.