Search Results for author: William Held

Found 3 papers, 1 papers with code

Shapley Head Pruning: Identifying and Removing Interference in Multilingual Transformers

no code implementations11 Oct 2022 William Held, Diyi Yang

However, as a fixed-size model acquires more languages, its performance across all languages degrades, a phenomenon termed interference.

Sentence Classification

Focus on what matters: Applying Discourse Coherence Theory to Cross Document Coreference

1 code implementation EMNLP 2021 William Held, Dan Iter, Dan Jurafsky

We model the entities/events in a reader's focus as a neighborhood within a learned latent embedding space which minimizes the distance between mentions and the centroids of their gold coreference clusters.

coreference-resolution Coreference Resolution +3

The Effectiveness of Simple Hybrid Systems for Hypernym Discovery

no code implementations ACL 2019 William Held, Nizar Habash

Hypernymy modeling has largely been separated according to two paradigms, pattern-based methods and distributional methods.

Hypernym Discovery

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