Tips for Feature Construction of Mentions:
- Engineering the surrendings of the mention
- Add additional information about the mention
Workflow:
- Extract Mentions
- Extract relevent words of the mentions
- Based on the corpus, generate embeddings for each mention
- Perform pair-wise ranking
Packages
[1] Stanford CoreNLP
[2] Spacy
[3] NeuralCoref
Online Resources
[1] Stanford Course
References
[2] Deep Reinforcement Learning for Mention-Ranking Coreference Models
[3] Improving Coreference Resolution by Learning Entity-Level Distributed Representations