Search Results for author: Kathryn Ricci

Found 2 papers, 1 papers with code

Unsupervised Partial Sentence Matching for Cited Text Identification

no code implementations sdp (COLING) 2022 Kathryn Ricci, Haw-Shiuan Chang, Purujit Goyal, Andrew McCallum

Given a citation in the body of a research paper, cited text identification aims to find the sentences in the cited paper that are most relevant to the citing sentence.

Sentence Sentence Embeddings

Multi-CLS BERT: An Efficient Alternative to Traditional Ensembling

1 code implementation10 Oct 2022 Haw-Shiuan Chang, Ruei-Yao Sun, Kathryn Ricci, Andrew McCallum

Ensembling BERT models often significantly improves accuracy, but at the cost of significantly more computation and memory footprint.

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