Patrick Xia
Patrick Xia wrote 2 of the papers Mova reads, in 2020–2021, most of them on Coreference resolution; often with Benjamin Van Durme, João Sedoc, Karen Livescu.
OpenAlex · h-index 15 · 1152 citations · 36 works — openalex-snapshot, 2026-10-14
Topics: Coreference resolution 2
Papers
- On Generalization in Coreference Resolution (2021)
The paper asks whether coreference models trained on one dataset transfer to others. It consolidates eight datasets (OntoNotes, LitBank, PreCo as training sets; Character Identification, WikiCoref, Quiz Bowl, GAP and Winograd-style WSC as evaluation or analysis sets) and trains a long-document entity-ranking model… - Incremental Neural Coreference Resolution in Constant Memory (2020)
The paper turns a strong all-pairs coreference model (SpanBERT, Joshi et al. 2020) into an incremental one that reads a document segment by segment and keeps a fixed-size list of entities. Each new mention is scored against entity representations (not individual earlier mentions); it joins the best entity if the…
Co-authors (6)
- Benjamin Van Durme
- João Sedoc
- Karen Livescu
- Kevin Gimpel
- Sam Wiseman
- Shubham Toshniwal