Paper List (Regarding Current Projects)

Abstractive Summarization

• Bottom-Up Abstractive Summarization

  Group: seas@harvard

• A Pilot Study of Domain Adaptation Effect for Neural Abstractive Summarization

  Group: College of Computer and Information Science Northeastern University

• Generative Adversarial Network for Abstractive Text Summarization

  Group: Chinese Academy of Sciences

• Deep Recurrent Generative Decoder for Abstractive Text Summarization

  Group: Sub-Lab, CUHK

• Aspect and Sentiment Aware Abstractive Review Summarization

  Group: Chinese Academy of Sciences(Shenzhen)

• A Hierarchical End-to-End Model for Jointly Improving Text Summarization and Sentiment Classification

  Group: PKU

• Structure-Aware Review Mining and Summarization

  Group: THU

  Argument Generation

• Neural Argument Generation Augmented with Externally Retrieved Evidence

• Which argument is more convincing? Analyzing and predicting convincingness of Web arguments using bidirectional LSTM

  Conversation/ Dialog Systems

• KNOWLEDGE-POWERED CONVERSATIONAL AGENTS

  Group: Facebook AI Research
  https://arxiv.org/pdf/1811.01241.pdf

Information Extraction

• Opinion Word Expansion and Target Extraction through Double Propagation

  Group: ZJU & UIU

Cross-domain

• Unpaired Sentiment-to-Sentiment Translation: A Cycled Reinforcement Learning Approach

  Group: PKU

Baseline

• Incorporating Copying Mechanism in Sequence-to-Sequence Learning

  Group: HKU

• Get To The Point: Summarization with Pointer-Generator Networks

  Group: stanfordnlp