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Sentence Compression by Deletion with LSTMs
Katja Filippova
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Enrique Alfonseca
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Carlos A. Colmenares
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Lukasz Kaiser
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Oriol Vinyals
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Paper Details:
Month: September
Year: 2015
Location: Lisbon, Portugal
Venue:
EMNLP |
SIG: SIGDAT
Citations
URL
AttSum: Joint Learning of Focusing and Summarization with Neural Attention
Ziqiang Cao
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Wenjie Li
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Sujian Li
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Furu Wei
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Yanran Li
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Parallel Sentence Compression
Julia Ive
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François Yvon
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Incremental Fine-grained Information Status Classification Using Attention-based LSTMs
Yufang Hou
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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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A Dataset and Evaluation Metrics for Abstractive Compression of Sentences and Short Paragraphs
Kristina Toutanova
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Chris Brockett
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Ke M. Tran
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Saleema Amershi
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Sequence-to-Sequence Learning as Beam-Search Optimization
Sam Wiseman
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Alexander M. Rush
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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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Split and Rephrase
Shashi Narayan
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Claire Gardent
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Shay B. Cohen
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Anastasia Shimorina
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Video Highlight Prediction Using Audience Chat Reactions
Cheng-Yang Fu
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Joon Lee
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Mohit Bansal
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Alexander Berg
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On the Relation between Linguistic Typology and (Limitations of) Multilingual Language Modeling
Daniela Gerz
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Ivan Vulić
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Edoardo Maria Ponti
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Roi Reichart
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Anna Korhonen
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Sentence Compression for Arbitrary Languages via Multilingual Pivoting
Jonathan Mallinson
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Rico Sennrich
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Mirella Lapata
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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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Robust Training under Linguistic Adversity
Yitong Li
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Trevor Cohn
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Timothy Baldwin
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Towards Abstractive Multi-Document Summarization Using Submodular Function-Based Framework, Sentence Compression and Merging
Yllias Chali
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Moin Tanvee
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Mir Tafseer Nayeem
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Unsupervised Sentence Compression using Denoising Auto-Encoders
Thibault Fevry
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Jason Phang
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A Repository of Corpora for Summarization
Franck Dernoncourt
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Mohammad Ghassemi
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Walter Chang
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SumeCzech: Large Czech News-Based Summarization Dataset
Milan Straka
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Nikita Mediankin
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Tom Kocmi
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Zdeněk Žabokrtský
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Vojtěch Hudeček
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Jan Hajič
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Neural Network-Based Abstract Generation for Opinions and Arguments
Lu Wang
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Wang Ling
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Abstractive Sentence Summarization with Attentive Recurrent Neural Networks
Sumit Chopra
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Michael Auli
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Alexander M. Rush
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Top-down Tree Long Short-Term Memory Networks
Xingxing Zhang
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Liang Lu
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Mirella Lapata
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Recurrent Memory Networks for Language Modeling
Ke Tran
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Arianna Bisazza
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Christof Monz
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Phrasal Substitution of Idiomatic Expressions
Changsheng Liu
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Rebecca Hwa
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Pairwise Word Interaction Modeling with Deep Neural Networks for Semantic Similarity Measurement
Hua He
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Jimmy Lin
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QuickEdit: Editing Text & Translations by Crossing Words Out
David Grangier
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Michael Auli
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Newsroom: A Dataset of 1.3 Million Summaries with Diverse Extractive Strategies
Max Grusky
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Mor Naaman
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Yoav Artzi
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SHAPED: Shared-Private Encoder-Decoder for Text Style Adaptation
Ye Zhang
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Nan Ding
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Radu Soricut
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Higher-Order Syntactic Attention Network for Longer Sentence Compression
Hidetaka Kamigaito
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Katsuhiko Hayashi
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Tsutomu Hirao
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Masaaki Nagata
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Ranking Sentences for Extractive Summarization with Reinforcement Learning
Shashi Narayan
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Shay B. Cohen
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Mirella Lapata
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Relational Summarization for Corpus Analysis
Abram Handler
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Brendan O’Connor
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Multi-Reward Reinforced Summarization with Saliency and Entailment
Ramakanth Pasunuru
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Mohit Bansal
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Globally Normalized Transition-Based Neural Networks
Daniel Andor
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Chris Alberti
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David Weiss
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Aliaksei Severyn
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Alessandro Presta
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Kuzman Ganchev
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Slav Petrov
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Michael Collins
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Text Simplification as Tree Labeling
Joachim Bingel
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Anders Søgaard
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Can Syntax Help? Improving an LSTM-based Sentence Compression Model for New Domains
Liangguo Wang
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Jing Jiang
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Hai Leong Chieu
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Chen Hui Ong
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Dandan Song
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Lejian Liao
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Japanese Sentence Compression with a Large Training Dataset
Shun Hasegawa
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Yuta Kikuchi
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Hiroya Takamura
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Manabu Okumura
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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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Soft Layer-Specific Multi-Task Summarization with Entailment and Question Generation
Han Guo
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Ramakanth Pasunuru
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Mohit Bansal
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Document Modeling with External Attention for Sentence Extraction
Shashi Narayan
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Ronald Cardenas
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Nikos Papasarantopoulos
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Shay B. Cohen
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Mirella Lapata
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Jiangsheng Yu
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Yi Chang
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Numeracy for Language Models: Evaluating and Improving their Ability to Predict Numbers
Georgios Spithourakis
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Sebastian Riedel
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A Language Model based Evaluator for Sentence Compression
Yang Zhao
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Zhiyuan Luo
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Akiko Aizawa
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Language Modeling for Morphologically Rich Languages: Character-Aware Modeling for Word-Level Prediction
Daniela Gerz
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Ivan Vulić
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Edoardo Ponti
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Jason Naradowsky
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Roi Reichart
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Anna Korhonen
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Abstractive Compression of Captions with Attentive Recurrent Neural Networks
Sander Wubben
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Emiel Krahmer
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Antal van den Bosch
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Suzan Verberne
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Tackling Biomedical Text Summarization: OAQA at BioASQ 5B
Khyathi Chandu
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Aakanksha Naik
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Aditya Chandrasekar
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Zi Yang
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Niloy Gupta
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Eric Nyberg
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Towards Improving Abstractive Summarization via Entailment Generation
Ramakanth Pasunuru
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Han Guo
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Mohit Bansal
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From Shakespeare to Twitter: What are Language Styles all about?
Wei Xu
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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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USI-IR at IEST 2018: Sequence Modeling and Pseudo-Relevance Feedback for Implicit Emotion Detection
Esteban Ríssola
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Anastasia Giachanou
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Fabio Crestani
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https://code.google.com/p/word2vec/
https://code.google.com/p/word2vec/
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Field Of Study
Linguistic Trends
Discourse
Embeddings
Syntax
Task
Machine Translation
Paraphrasing
Approach
Deep Learning
Language
English
Dataset
News
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