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Language as a Latent Variable: Discrete Generative Models for Sentence Compression
Yishu Miao
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Phil Blunsom
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Paper Details:
Month: November
Year: 2016
Location: Austin, Texas
Venue:
EMNLP |
SIG: SIGDAT
Citations
URL
Structure-Infused Copy Mechanisms for Abstractive Summarization
Kaiqiang Song
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Lin Zhao
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Fei Liu
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Semi-supervised Structured Prediction with Neural CRF Autoencoder
Xiao Zhang
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Yong Jiang
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Hao Peng
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Kewei Tu
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Dan Goldwasser
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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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Unsupervised Learning of Syntactic Structure with Invertible Neural Projections
Junxian He
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Graham Neubig
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Taylor Berg-Kirkpatrick
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Incorporating Background Knowledge into Video Description Generation
Spencer Whitehead
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Heng Ji
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Mohit Bansal
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Shih-Fu Chang
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Clare Voss
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Closed-Book Training to Improve Summarization Encoder Memory
Yichen Jiang
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Mohit Bansal
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Adapting the Neural Encoder-Decoder Framework from Single to Multi-Document Summarization
Logan Lebanoff
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Kaiqiang Song
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Fei Liu
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Learning to Encode Text as Human-Readable Summaries using Generative Adversarial Networks
Yaushian Wang
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Hung-Yi Lee
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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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Weakly-Supervised Neural Semantic Parsing with a Generative Ranker
Jianpeng Cheng
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Mirella Lapata
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Unsupervised Sentence Compression using Denoising Auto-Encoders
Thibault Fevry
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Jason Phang
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Learning with Latent Language
Jacob Andreas
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Dan Klein
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Sergey Levine
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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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A Generative Parser with a Discriminative Recognition Algorithm
Jianpeng Cheng
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Adam Lopez
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Mirella Lapata
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A Unified Model for Extractive and Abstractive Summarization using Inconsistency Loss
Wan-Ting Hsu
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Chieh-Kai Lin
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Ming-Ying Lee
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Kerui Min
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Jing Tang
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Min Sun
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Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting
Yen-Chun Chen
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Mohit Bansal
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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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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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Multi-Sentence Compression with Word Vertex-Labeled Graphs and Integer Linear Programming
Elvys Linhares Pontes
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Stéphane Huet
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Thiago Gouveia da Silva
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Andréa carneiro Linhares
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Juan-Manuel Torres-Moreno
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https://catalog.ldc.upenn.edu/LDC2012T21
https://github.com/facebook/NAMAS
Field Of Study
Linguistic Trends
Embeddings
Task
Language Generation
Summarization
Approach
Generative Model
Discriminative Model
Semi-supervised Learning
Language
English
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