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Generating Sentences from a Continuous Space
Samuel R. Bowman
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Luke Vilnis
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Oriol Vinyals
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Andrew Dai
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Rafal Jozefowicz
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Samy Bengio
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Paper Details:
Month: August
Year: 2016
Location: Berlin, Germany
Venue:
CoNLL |
SIG: SIGNLL
Citations
URL
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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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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A Hybrid Convolutional Variational Autoencoder for Text Generation
Stanislau Semeniuta
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Aliaksei Severyn
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Erhardt Barth
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Adversarial Examples for Evaluating Reading Comprehension Systems
Robin Jia
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Percy Liang
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Deep Recurrent Generative Decoder for Abstractive Text Summarization
Piji Li
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Wai Lam
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Lidong Bing
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Zihao Wang
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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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Challenges in Data-to-Document Generation
Sam Wiseman
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Stuart Shieber
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Alexander Rush
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Variational Sequential Labelers for Semi-Supervised Learning
Mingda Chen
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Qingming Tang
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Karen Livescu
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Kevin Gimpel
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Unsupervised Bilingual Lexicon Induction via Latent Variable Models
Zi-Yi Dou
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Zhi-Hao Zhou
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Shujian Huang
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Question Generation from SQL Queries Improves Neural Semantic Parsing
Daya Guo
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Yibo Sun
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Duyu Tang
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Nan Duan
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Jian Yin
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Hong Chi
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James Cao
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Peng Chen
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Ming Zhou
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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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Hierarchical Quantized Representations for Script Generation
Noah Weber
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Leena Shekhar
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Niranjan Balasubramanian
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Nathanael Chambers
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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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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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Spherical Latent Spaces for Stable Variational Autoencoders
Jiacheng Xu
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Greg Durrett
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Morphological Inflection Generation with Multi-space Variational Encoder-Decoders
Chunting Zhou
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Graham Neubig
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Dual Latent Variable Model for Low-Resource Natural Language Generation in Dialogue Systems
Van-Khanh Tran
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Le-Minh Nguyen
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Deep Generative Model for Joint Alignment and Word Representation
Miguel Rios
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Wilker Aziz
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Khalil Sima’an
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A Hierarchical Latent Structure for Variational Conversation Modeling
Yookoon Park
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Jaemin Cho
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Gunhee Kim
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Modeling Semantic Plausibility by Injecting World Knowledge
Su Wang
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Greg Durrett
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Katrin Erk
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Multi-space Variational Encoder-Decoders for Semi-supervised Labeled Sequence Transduction
Chunting Zhou
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Graham Neubig
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Towards an Automatic Turing Test: Learning to Evaluate Dialogue Responses
Ryan Lowe
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Michael Noseworthy
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Iulian Vlad Serban
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Nicolas Angelard-Gontier
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Yoshua Bengio
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Joelle Pineau
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OpenNMT: Open-Source Toolkit for Neural Machine Translation
Guillaume Klein
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Yoon Kim
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Yuntian Deng
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Jean Senellart
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Alexander Rush
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Event2Mind: Commonsense Inference on Events, Intents, and Reactions
Hannah Rashkin
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Maarten Sap
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Emily Allaway
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Noah A. Smith
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Yejin Choi
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StructVAE: Tree-structured Latent Variable Models for Semi-supervised Semantic Parsing
Pengcheng Yin
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Chunting Zhou
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Junxian He
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Graham Neubig
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MojiTalk: Generating Emotional Responses at Scale
Xianda Zhou
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William Yang Wang
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A Stochastic Decoder for Neural Machine Translation
Philip Schulz
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Wilker Aziz
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Trevor Cohn
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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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Stock Movement Prediction from Tweets and Historical Prices
Yumo Xu
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Shay B. Cohen
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Token-level and sequence-level loss smoothing for RNN language models
Maha Elbayad
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Laurent Besacier
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Jakob Verbeek
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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
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Nelson Morgan
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Jennifer L. Eberhardt
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Dan Jurafsky
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Controllable Abstractive Summarization
Angela Fan
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David Grangier
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Michael Auli
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Variational Cross-domain Natural Language Generation for Spoken Dialogue Systems
Bo-Hsiang Tseng
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Florian Kreyssig
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Paweł Budzianowski
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Iñigo Casanueva
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Yen-Chen Wu
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Stefan Ultes
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Milica Gašić
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Learning to Flip the Bias of News Headlines
Wei-Fan Chen
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Henning Wachsmuth
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Khalid Al-Khatib
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Benno Stein
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No URLs Found
Field Of Study
Linguistic Trends
Embeddings
Task
Language Understanding
Machine Translation
Approach
Generative Model
Graphical Model
Unsupervised Learning
Language
English
Dataset
News
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