activity
20202024
most citedTopic Modeling with Contextualized Word Representation Clusters

13 citations · 23 across the 5 of their papers we have counts for

collaborators

5 papers

cs.CL2024

Latin Treebanks in Review: An Evaluation of Morphological Tagging Across Time

Marisa Hudspeth, Brendan O'Connor, Laure Thompson

Existing Latin treebanks draw from Latin's long written tradition, spanning 17 centuries and a variety of cultures. Recent efforts have begun to harmonize these treebanks' annotati…

cs.LG2022★ 9 cited

Progressive Fusion for Multimodal Integration

Shiv Shankar, Laure Thompson, Madalina Fiterau

Integration of multimodal information from various sources has been shown to boost the performance of machine learning models and thus has received increased attention in recent ye…

cs.CL2022

Modeling Exemplification in Long-form Question Answering via Retrieval

Shufan Wang, Fangyuan Xu, Laure Thompson +2

Exemplification is a process by which writers explain or clarify a concept by providing an example. While common in all forms of writing, exemplification is particularly useful in…

cs.CL2021★ 1 cited

Phrase-BERT: Improved Phrase Embeddings from BERT with an Application to Corpus Exploration

Shufan Wang, Laure Thompson, Mohit Iyyer

Phrase representations derived from BERT often do not exhibit complex phrasal compositionality, as the model relies instead on lexical similarity to determine semantic relatedness.…

cs.CL2020★ 13 cited

Topic Modeling with Contextualized Word Representation Clusters

Laure Thompson, David Mimno

Clustering token-level contextualized word representations produces output that shares many similarities with topic models for English text collections. Unlike clusterings of vocab…