Awesome for Discourse Analysis

Discourse Relation Recognition

• Linguistic Properties Matter for Implicit Discourse Relation Recognition: Combining Semantic Interaction, Topic Continuity and Attribution (AAAI 2018). Paper

• Deep Enhanced Representation for Implicit Discourse Relation Recognition (Coling 2018). Paper, Code

• A Knowledge-Augmented Neural Network Model for Implicit Discourse Relation Classification (Coling 2018). Paper

• Implicit Discourse Relation Recognition using Neural Tensor Network with Interactive Attention and Sparse Learning (Coling 2018). Paper

• Using Active Learning to Expand Training Data for Implicit Discourse Relation Recognition (EMNLP 2018). Paper

• Improving Implicit Discourse Relation Classification by Modeling Inter-dependencies of Discourse Units in a Paragraph (NAACL 2018). Paper, Code

• Adversarial Connective-exploiting Networks for Implicit Discourse Relation Classification (ACL 2017). Paper, Code

• Improving Implicit Discourse Relation Recognition with Discourse-specific Word Embeddings (ACL 2017). Paper

• Multi-task Attention-based Neural Networks for Implicit Discourse Relationship Representation and Identification (EMNLP 2017)]. Paper

• SWIM: A Simple Word Interaction Model for Implicit Discourse Relation Recognition (IJCAI 2017). Paper

• Implicit Discourse Relation Classification via Multi-Task Neural Networks (AAAI 2016). Paper

• Bilingually-constrained Synthetic Data for Implicit Discourse Relation Recognition (EMNLP 2016). Paper

• Shallow Convolutional Neural Network for Implicit Discourse Relation Recognition (EMNLP 2015). Paper

Tree Structure

• A Unified Linear-Time Framework for Sentence-Level Discourse Parsing (ACL 2019). Paper

• Transition-based Neural RST Parsing with Implicit Syntax Features (Coling 2018). Paper

• A Two-Stage Parsing Method for Text-Level Discourse Analysis (ACL 2017). Paper

EDU Segment

• SegBot: A Generic Neural Text Segmentation Model with Pointer Network (IJCAI 2018). Paper

Nuclearity in Chinese Discourse

• 基于门控记忆网络的汉语篇章主次关系识别方法 (中文信息学报 2019). Paper

• Employing Text Matching Network to Recognise Nuclearity in Chinese Discourse (Coling 2018). Paper

• 自然语言处理中的篇章主次关系研究 (计算机学报 2017). Paper

Data

To be continued ...