Jena D. Hwang

Adposition Supersenses v2.

2017 · arXiv (Cornell University)

This document describes an inventory of 50 semantic labels designed to characterize the use of adpositions and case markers at a somewhat coarse level of granularity. Version 2 is a revision of the supersense inventory …

Symbolic Knowledge Distillation: from General Language Models to Commonsense Models

2022 · Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies

Peter West, Chandra Bhagavatula, Jack Hessel, Jena Hwang, Liwei Jiang, Ronan Le Bras, Ximing Lu, Sean Welleck, Yejin Choi. Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: …

PlaSma: Making Small Language Models Better Procedural Knowledge Models for (Counterfactual) Planning

2023 · arXiv (Cornell University)

Procedural planning, which entails decomposing a high-level goal into a sequence of temporally ordered steps, is an important yet intricate task for machines. It involves integrating common-sense knowledge to reason about complex and often contextualized …

(Comet-) Atomic 2020: On Symbolic and Neural Commonsense Knowledge Graphs

2021

Recent years have brought about a renewed interest in commonsense representation and reasoning in the field of natural language understanding. The development of new commonsense knowledge graphs (CSKG) has been central to these advances as …