13 citations · 17 across the 3 of their papers we have counts for
5 papers · 1 filter
Unified Representation for Non-compositional and Compositional Expressions
Ziheng Zeng, Suma Bhat
Accurate processing of non-compositional language relies on generating good representations for such expressions. In this work, we study the representation of language non-composit…
Getting BART to Ride the Idiomatic Train: Learning to Represent Idiomatic Expressions
Ziheng Zeng, Suma Bhat
Idiomatic expressions (IEs), characterized by their non-compositionality, are an important part of natural language. They have been a classical challenge to NLP, including pre-trai…
Idiomatic Expression Paraphrasing without Strong Supervision
Jianing Zhou, Ziheng Zeng, Hongyu Gong +1
Idiomatic expressions (IEs) play an essential role in natural language. In this paper, we study the task of idiomatic sentence paraphrasing (ISP), which aims to paraphrase a senten…
Geometry of Compositionality
Hongyu Gong, Suma Bhat, Pramod Viswanath
This paper proposes a simple test for compositionality (i.e., literal usage) of a word or phrase in a context-specific way. The test is computationally simple, relying on no extern…
Geometry of Polysemy
Jiaqi Mu, Suma Bhat, Pramod Viswanath
Vector representations of words have heralded a transformational approach to classical problems in NLP; the most popular example is word2vec. However, a single vector does not suff…