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A Diversity-Promoting Objective Function for Neural Conversation Models
Jiwei Li
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Michel Galley
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Chris Brockett
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Jianfeng Gao
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Bill Dolan
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Paper Details:
Month: June
Year: 2016
Location: San Diego, California
Venue:
NAACL |
Citations
URL
Sequence to Backward and Forward Sequences: A Content-Introducing Approach to Generative Short-Text Conversation
Lili Mou
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Yiping Song
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Rui Yan
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Ge Li
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Lu Zhang
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Zhi Jin
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HL-EncDec: A Hybrid-Level Encoder-Decoder for Neural Response Generation
Sixing Wu
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Dawei Zhang
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Ying Li
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Xing Xie
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Zhonghai Wu
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Generating Reasonable and Diversified Story Ending Using Sequence to Sequence Model with Adversarial Training
Zhongyang Li
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Xiao Ding
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Ting Liu
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Ask No More: Deciding when to guess in referential visual dialogue
Ravi Shekhar
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Tim Baumgärtner
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Aashish Venkatesh
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Elia Bruni
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Raffaella Bernardi
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Raquel Fernandez
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Dialogue-act-driven Conversation Model : An Experimental Study
Harshit Kumar
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Arvind Agarwal
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Sachindra Joshi
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MEMD: A Diversity-Promoting Learning Framework for Short-Text Conversation
Meng Zou
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Xihan Li
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Haokun Liu
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Zhihong Deng
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Variational Attention for Sequence-to-Sequence Models
Hareesh Bahuleyan
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Lili Mou
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Olga Vechtomova
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Pascal Poupart
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A Reinforcement Learning Framework for Natural Question Generation using Bi-discriminators
Zhihao Fan
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Zhongyu Wei
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Siyuan Wang
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Yang Liu
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Xuanjing Huang
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Context-Sensitive Generation of Open-Domain Conversational Responses
Weinan Zhang
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Yiming Cui
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Yifa Wang
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Qingfu Zhu
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Lingzhi Li
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Lianqiang Zhou
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Ting Liu
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A Prospective-Performance Network to Alleviate Myopia in Beam Search for Response Generation
Zongsheng Wang
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Yunzhi Bai
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Bowen Wu
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Zhen Xu
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Zhuoran Wang
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Baoxun Wang
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Generalizing and Hybridizing Count-based and Neural Language Models
Graham Neubig
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Chris Dyer
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Controlling Output Length in Neural Encoder-Decoders
Yuta Kikuchi
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Graham Neubig
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Ryohei Sasano
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Hiroya Takamura
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Manabu Okumura
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Conditional Generation and Snapshot Learning in Neural Dialogue Systems
Tsung-Hsien Wen
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Milica Gašić
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Nikola Mrkšić
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Lina M. Rojas-Barahona
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Pei-Hao Su
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Stefan Ultes
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David Vandyke
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Steve Young
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Piecewise Latent Variables for Neural Variational Text Processing
Iulian Vlad Serban
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Alexander G. Ororbia
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Joelle Pineau
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Aaron Courville
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Neural Response Generation via GAN with an Approximate Embedding Layer
Zhen Xu
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Bingquan Liu
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Baoxun Wang
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Chengjie Sun
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Xiaolong Wang
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Zhuoran Wang
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Chao Qi
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Adversarial Learning for Neural Dialogue Generation
Jiwei Li
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Will Monroe
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Tianlin Shi
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Sébastien Jean
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Alan Ritter
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Dan Jurafsky
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Towards Implicit Content-Introducing for Generative Short-Text Conversation Systems
Lili Yao
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Yaoyuan Zhang
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Yansong Feng
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Dongyan Zhao
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Rui Yan
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A Syntactically Constrained Bidirectional-Asynchronous Approach for Emotional Conversation Generation
Jingyuan Li
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Xiao Sun
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S2SPMN: A Simple and Effective Framework for Response Generation with Relevant Information
Jiaxin Pei
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Chenliang Li
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Automatic Poetry Generation with Mutual Reinforcement Learning
Xiaoyuan Yi
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Maosong Sun
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Ruoyu Li
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Wenhao Li
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Variational Autoregressive Decoder for Neural Response Generation
Jiachen Du
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Wenjie Li
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Yulan He
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Ruifeng Xu
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Lidong Bing
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Xuan Wang
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Generating Classical Chinese Poems via Conditional Variational Autoencoder and Adversarial Training
Juntao Li
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Yan Song
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Haisong Zhang
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Dongmin Chen
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Shuming Shi
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Dongyan Zhao
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Rui Yan
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Diversity-Promoting GAN: A Cross-Entropy Based Generative Adversarial Network for Diversified Text Generation
Jingjing Xu
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Xuancheng Ren
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Junyang Lin
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Xu Sun
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Generating More Interesting Responses in Neural Conversation Models with Distributional Constraints
Ashutosh Baheti
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Alan Ritter
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Jiwei Li
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Bill Dolan
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Better Conversations by Modeling, Filtering, and Optimizing for Coherence and Diversity
Xinnuo Xu
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Ondřej Dušek
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Ioannis Konstas
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Verena Rieser
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NEXUS Network: Connecting the Preceding and the Following in Dialogue Generation
Xiaoyu Shen
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Hui Su
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Wenjie Li
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Dietrich Klakow
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MultiWOZ - A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue Modelling
Paweł Budzianowski
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Tsung-Hsien Wen
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Bo-Hsiang Tseng
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Iñigo Casanueva
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Stefan Ultes
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Osman Ramadan
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Milica Gašić
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A Network-based End-to-End Trainable Task-oriented Dialogue System
Tsung-Hsien Wen
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David Vandyke
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Nikola Mrkšić
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Milica Gašić
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Lina M. Rojas-Barahona
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Pei-Hao Su
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Stefan Ultes
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Steve Young
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Image-Grounded Conversations: Multimodal Context for Natural Question and Response Generation
Nasrin Mostafazadeh
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Chris Brockett
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Bill Dolan
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Michel Galley
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Jianfeng Gao
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Georgios Spithourakis
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Lucy Vanderwende
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Multi-Task Learning for Speaker-Role Adaptation in Neural Conversation Models
Yi Luan
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Chris Brockett
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Bill Dolan
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Jianfeng Gao
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Michel Galley
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Open-Domain Neural Dialogue Systems
Yun-Nung Chen
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Jianfeng Gao
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Aiming to Know You Better Perhaps Makes Me a More Engaging Dialogue Partner
Yury Zemlyanskiy
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Fei Sha
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Unified Pragmatic Models for Generating and Following Instructions
Daniel Fried
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Jacob Andreas
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Dan Klein
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LSDSCC: a Large Scale Domain-Specific Conversational Corpus for Response Generation with Diversity Oriented Evaluation Metrics
Zhen Xu
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Nan Jiang
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Bingquan Liu
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Wenge Rong
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Bowen Wu
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Baoxun Wang
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Zhuoran Wang
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Xiaolong Wang
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A Persona-Based Neural Conversation Model
Jiwei Li
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Michel Galley
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Chris Brockett
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Georgios Spithourakis
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Jianfeng Gao
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Bill Dolan
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Hybrid Code Networks: practical and efficient end-to-end dialog control with supervised and reinforcement learning
Jason D. Williams
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Kavosh Asadi
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Geoffrey Zweig
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Learning Symmetric Collaborative Dialogue Agents with Dynamic Knowledge Graph Embeddings
He He
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Anusha Balakrishnan
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Mihail Eric
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Percy Liang
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AliMe Chat: A Sequence to Sequence and Rerank based Chatbot Engine
Minghui Qiu
|
Feng-Lin Li
|
Siyu Wang
|
Xing Gao
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Yan Chen
|
Weipeng Zhao
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Haiqing Chen
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Jun Huang
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Wei Chu
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Modeling Situations in Neural Chat Bots
Shoetsu Sato
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Naoki Yoshinaga
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Masashi Toyoda
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Masaru Kitsuregawa
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Learning to Control the Specificity in Neural Response Generation
Ruqing Zhang
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Jiafeng Guo
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Yixing Fan
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Yanyan Lan
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Jun Xu
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Xueqi Cheng
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Exemplar Encoder-Decoder for Neural Conversation Generation
Gaurav Pandey
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Danish Contractor
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Vineet Kumar
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Sachindra Joshi
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Mem2Seq: Effectively Incorporating Knowledge Bases into End-to-End Task-Oriented Dialog Systems
Andrea Madotto
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Chien-Sheng Wu
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Pascale Fung
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Tailored Sequence to Sequence Models to Different Conversation Scenarios
Hainan Zhang
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Yanyan Lan
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Jiafeng Guo
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Jun Xu
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Xueqi Cheng
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Knowledge Diffusion for Neural Dialogue Generation
Shuman Liu
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Hongshen Chen
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Zhaochun Ren
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Yang Feng
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Qun Liu
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Dawei Yin
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Generating Informative Responses with Controlled Sentence Function
Pei Ke
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Jian Guan
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Minlie Huang
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Xiaoyan Zhu
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Learning to Write with Cooperative Discriminators
Ari Holtzman
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Jan Buys
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Maxwell Forbes
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Antoine Bosselut
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David Golub
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Yejin Choi
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Learning to Ask Questions in Open-domain Conversational Systems with Typed Decoders
Yansen Wang
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Chenyi Liu
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Minlie Huang
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Liqiang Nie
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Learning Matching Models with Weak Supervision for Response Selection in Retrieval-based Chatbots
Yu Wu
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Wei Wu
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Zhoujun Li
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Ming Zhou
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Neural Approaches to Conversational AI
Jianfeng Gao
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Michel Galley
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Lihong Li
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Polite Dialogue Generation Without Parallel Data
Tong Niu
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Mohit Bansal
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Detecting Institutional Dialog Acts in Police Traffic Stops
Vinodkumar Prabhakaran
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Camilla Griffiths
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Hang Su
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Prateek Verma
|
Nelson Morgan
|
Jennifer L. Eberhardt
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Dan Jurafsky
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Building Chatbots from Forum Data: Model Selection Using Question Answering Metrics
Martin Boyanov
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Preslav Nakov
|
Alessandro Moschitti
|
Giovanni Da San Martino
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Ivan Koychev
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Neural Utterance Ranking Model for Conversational Dialogue Systems
Michimasa Inaba
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Kenichi Takahashi
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Towards Automatic Generation of Product Reviews from Aspect-Sentiment Scores
Hongyu Zang
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Xiaojun Wan
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Not All Dialogues are Created Equal: Instance Weighting for Neural Conversational Models
Pierre Lison
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Serge Bibauw
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Unsupervised Counselor Dialogue Clustering for Positive Emotion Elicitation in Neural Dialogue System
Nurul Lubis
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Sakriani Sakti
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Koichiro Yoshino
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Satoshi Nakamura
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Dave the debater: a retrieval-based and generative argumentative dialogue agent
Dieu Thu Le
|
Cam-Tu Nguyen
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Kim Anh Nguyen
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A Reinforcement Learning-driven Translation Model for Search-Oriented Conversational Systems
Wafa Aissa
|
Laure Soulier
|
Ludovic Denoyer
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Syntactic Manipulation for Generating more Diverse and Interesting Texts
Jan Milan Deriu
|
Mark Cieliebak
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Stylistically User-Specific Generation
Abdurrisyad Fikri
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Hiroya Takamura
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Manabu Okumura
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Automatic Evaluation of Neural Personality-based Chatbots
Yujie Xing
|
Raquel Fernández
|
E2E NLG Challenge Submission: Towards Controllable Generation of Diverse Natural Language
Henry Elder
|
Sebastian Gehrmann
|
Alexander O’Connor
|
Qun Liu
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