1 citations · 1 across the 8 of their papers we have counts for
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Expect the Unexpected? Testing the Surprisal of Salient Entities
Jessica Lin, Amir Zeldes
Previous work examining the Uniform Information Density (UID) hypothesis has shown that while information as measured by surprisal metrics is distributed more or less evenly across…
What makes an entity salient in discourse?
Amir Zeldes, Jessica Lin
Entities in discourse vary in salience: main participants, objects and locations stay prominent, while others are quickly forgotten, raising questions about how humans signal and i…
GUM-SAGE: A Novel Dataset and Approach for Graded Entity Salience Prediction
Jessica Lin, Amir Zeldes
Determining and ranking the most salient entities in a text is critical for user-facing systems, especially as users increasingly rely on models to interpret long documents they on…
GDTB: Genre Diverse Data for English Shallow Discourse Parsing across Modalities, Text Types, and Domains
Yang Janet Liu, Tatsuya Aoyama, Wesley Scivetti +6
Work on shallow discourse parsing in English has focused on the Wall Street Journal corpus, the only large-scale dataset for the language in the PDTB framework. However, the data i…
GUMsley: Evaluating Entity Salience in Summarization for 12 English Genres
Jessica Lin, Amir Zeldes
As NLP models become increasingly capable of understanding documents in terms of coherent entities rather than strings, obtaining the most salient entities for each document is not…
GENTLE: A Genre-Diverse Multilayer Challenge Set for English NLP and Linguistic Evaluation
Tatsuya Aoyama, Shabnam Behzad, Luke Gessler +6
We present GENTLE, a new mixed-genre English challenge corpus totaling 17K tokens and consisting of 8 unusual text types for out-of domain evaluation: dictionary entries, esports c…
Leveraging World Knowledge in Implicit Hate Speech Detection
Jessica Lin
While much attention has been paid to identifying explicit hate speech, implicit hateful expressions that are disguised in coded or indirect language are pervasive and remain a maj…
WikiGUM: Exhaustive Entity Linking for Wikification in 12 Genres
Jessica Lin, Amir Zeldes
Previous work on Entity Linking has focused on resources targeting non-nested proper named entity mentions, often in data from Wikipedia, i.e. Wikification. In this paper, we prese…