Search Results for author: David Peng

Found 2 papers, 2 papers with code

FOLIO: Natural Language Reasoning with First-Order Logic

1 code implementation • 2 Sep 2022 • Simeng Han, Hailey Schoelkopf, Yilun Zhao, Zhenting Qi, Martin Riddell, Luke Benson, Lucy Sun, Ekaterina Zubova, Yujie Qiao, Matthew Burtell, David Peng, Jonathan Fan, Yixin Liu, Brian Wong, Malcolm Sailor, Ansong Ni, Linyong Nan, Jungo Kasai, Tao Yu, Rui Zhang, Shafiq Joty, Alexander R. Fabbri, Wojciech Kryscinski, Xi Victoria Lin, Caiming Xiong, Dragomir Radev

We present FOLIO, a human-annotated, open-domain, and logically complex and diverse dataset for reasoning in natural language (NL), equipped with first order logic (FOL) annotations.

Language Modelling Large Language Model +1

Paper
Code

Exploring the Sensory Spaces of English Perceptual Verbs in Natural Language Data

1 code implementation • 19 Oct 2021 • Roxana Girju, David Peng

In this study, we explore how language captures the meaning of words, in particular meaning related to sensory experiences learned from statistical distributions across texts.

Word Embeddings

Paper
Code

Cannot find the paper you are looking for? You can Submit a new open access paper.