Coreference Resolution.md

August 18, 2025 · View on GitHub

Coreference Resolution (CR)

📝 Tutorials and Surveys

  1. NLP progress for Coreference Resolution [Github]
  2. Coreference Resolution: A Survey (2005) [Paper]
  3. Event Coreference Resolution: A Survey of Two Decades of Research (IJCAI 2018) [Paper]
  4. Anaphora and Coreference Resolution: A Review (Information Fusion, 2020) [Paper]
  5. Lecture 16: Coreference Resolution - Harvard CS287 [Slides]

📝 General Papers

General Topics

  1. End-to-end Neural Coreference Resolution (ACL 2017) [Paper]
  2. Investigating Multilingual Coreference Resolution by Universal Annotations (2023) [Paper]
  3. STPar: A Structure-Aware Triaffine Parser for Screenplay Character Coreference Resolution (TACL 2025) [Paper]

LLM for CR 🔥🔥🔥

  1. Better Handling Coreference Resolution in Aspect Level Sentiment Classification by Fine-Tuning Language Models (Arxiv 2023) [Paper]

📊 Benchmarks, Libraries and Projects

  1. Benchmark and Libraris [Link]
  2. The Leaderbord [Link]