Dialogue-Papers

Pioneers

• Data-driven Dialog Response Generation , Alan Ritter , Collin Cherry et all.
• A Neural Network Approach to Context-Sensitive Generation of Conversational Responses , Alessandro Sordoni et all.
• Neural Responding Machine for Short-Text Conversation , Lifeng Shang et all.
• A Neural Conversational Model , Oriol Vinyals et all.
• Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network ModelsIulian V. Serban et all.
• A Hierarchical Latent Variable Encoder-Decoder Model for Generating Dialogues, Iulian V. Serban et all.
• LSTM based Conversation Models, Yi Luan et all.
• Multi resolution Recurrent Neural Networks: An Application to Dialogue Response Generation, Iulian Vlad Serban et all.

Diversity Promoting

• A Simple,Fast Diverse Decoding Algorithm for Neural Generation , Jiwei Li et all.
• Multi-view Response Selection for Human-Computer Conversation , Xiangyang Zhou et all.
• Diversifying Neural Conversation Model with Maximal Marginal Relevance , Yiping Song et all.
• Towards a Neural Conversation Model with Diversity Net Using Determinantal Point Processes , Yiping Song et all.
• Get The Point of MyUtterance! Learning Towards Effective Responses with Multi-Head Attention Mechanism , Chongyang Tao et all.
• Learning Discourse-level Diversity for Neural Dialog Models using Conditional Variational Auto encoders, Tiancheng Zhao et all.
• Diverse Beam Search : Decoding Diverse Solutions from Neural Sequence Models, Ashwin K Vijayakumar et all.
• Generating long and diverse responses with neural conversation models, Louis Shao et all.

Q& A : Dynamic Memory Network

• Ask Me Anything: Dynamic Memory Networks for Natural Language Processing Ankit Kumar et all.
• Dynamic Memory Networks for Visual and Textual Question Answering, Caiming Xiong et all.
• A Neural Network for Factoid Question Answering over Paragraphs , Mohit Iyyer et all.
• Dynamic Co-attention Networks For Question Answering, Caiming Xiong et all.
• Global-Locally Self-Attentive Dialogue State Tracker, Victor Zhong et all.
• Efficient and Robust Question Answering from Minimal Context over Documents, Sewon Min et all.
• Towards AI-Complete Question Answering: A Set of Prerequisite Toy Tasks, Jason Weston et all.
• Memory Networks, Jason Weston et all.
• End-To-End Memory Networks, Sainbayar Sukhbaatar et all.

Introducing new content into conversation

• Smarter Response with Proactive Suggestion: A New Generative Neural Conversation Paradigm, Rui Yan et all.
• Towards Implicit Content-Introducing for Generative Short-Text Conversation Systems, Lili Yao et all.
• Sequence to backward and forward sequences: A content-introducing approach to generative short-text conversation, Lili Mou et all.
• Topic aware neural response generation, Chen Xing et all.
• Sequence to backward and forward sequences: A content-introducing approach to generative short-text conversation, Lili Mou et all.

Evaluation

• ∆BLEU: A Discriminative Metric for Generation Tasks with Intrinsically Diverse Targets, Michel Galley et all.
• How NOT To Evaluate Your Dialogue System: An Empirical Study of Unsupervised Evaluation Metrics for Dialogue Response Generation, Chia-Wei Liu et all.
• Relevance of Unsupervised Metrics in Task-Oriented Dialogue for Evaluating Natural Language Generation, Shikhar Sharma et all.

Reinforcement learning

• End-to-end LSTM-based dialog control optimized with supervised and reinforcement learning, Jason D. Williams et all.