anaphora_parser.md

Anaphora Resolution, Dependency Parser, Discourse Relation and etc.

Coreference and Anaphora Resolution

• [2012 EMNLP] Joint Entity and Event Coreference Resolution across Documents, [paper].
• [2016 EMNLP] Deep Reinforcement Learning for Mention-Ranking Coreference Models, [paper], [blog], [demo], sources: [huggingface/neuralcoref], [clarkkev/deep-coref].
• [2016 ACL] Improving Coreference Resolution by Learning Entity-Level Distributed Representations, [paper], sources: [clarkkev/deep-coref].
• [2017 ArXiv] Linguistic Knowledge as Memory for Recurrent Neural Networks, [paper].

Dependency Parser

• [2014 EMNLP] A Fast and Accurate Dependency Parser using Neural Networks, [paper], sources: [akjindal53244/dependency_parsing_tf], [ljj314zz/dependency_parsing_tf-master].
• [2016 TACL] Simple and Accurate Dependency Parsing Using Bidirectional LSTM Feature Representation, [paper], sources: [elikip/bist-parser].
• [2017 ICLR] Deep Bi-Affine Attention for Neural Dependency Parsing, [paper], sources: [tdozat/Parser-v1], [tdozat/Parser-v2].
• [2018 ACL] Simpler but More Accurate Semantic Dependency Parsing, [paper].

Discourse Relation Representation and Identification

• [2017 EMNLP] Multi-task Attention-based Neural Networks for Implicit Discourse Relationship Representation and Identification, [paper].

Grammatical Error Correction

• [2014 CoNLL] The CoNLL-2014 Shared Task on Grammatical Error Correction, [paper], [homepage].
• [2018 AAAI] A Multilayer Convolutional Encoder-Decoder Neural Network for Grammatical Error Correction, [paper], [nusnlp/mlconvgec2018].