Publications (39)
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…
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…
Barycentric Brownian Bees
Louigi Addario-Berry, Jessica Lin, Thomas Tendron
We establish an invariance principle for the barycenter of a Brunet-Derrida particle system in dimensions. The model consists of particles undergoing dyadic branching Brown…
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…
Symmetric Cooperative Motion in Higher Dimensions
Louigi Addario-Berry, Gavin Barill, Hannah Cairns +1
We prove a distributional convergence result for a multidimensional version of symmetric cooperative motion which was introduced and studied in one dimension in \cite{HRW, SCM1}. O…
Measurable Time-Restricted Sensitivity
Domenico Aiello, Hansheng Diao, Zhou Fan +3
We develop two notions of time-restricted sensitivity to initial conditions for measurable dynamical systems, where the time before divergence of a pair of paths is at most an asym…