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A Decomposable Attention Model for Natural Language Inference
Ankur Parikh
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Oscar Täckström
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Dipanjan Das
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Jakob Uszkoreit
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Paper Details:
Month: November
Year: 2016
Location: Austin, Texas
Venue:
EMNLP |
SIG: SIGDAT
Citations
URL
An Empirical Evaluation of various Deep Learning Architectures for Bi-Sequence Classification Tasks
Anirban Laha
|
Vikas Raykar
|
Embedding WordNet Knowledge for Textual Entailment
Yunshi Lan
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Jing Jiang
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Adopting the Word-Pair-Dependency-Triplets with Individual Comparison for Natural Language Inference
Qianlong Du
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Chengqing Zong
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Keh-Yih Su
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Ensure the Correctness of the Summary: Incorporate Entailment Knowledge into Abstractive Sentence Summarization
Haoran Li
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Junnan Zhu
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Jiajun Zhang
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Chengqing Zong
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Enhancing Sentence Embedding with Generalized Pooling
Qian Chen
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Zhen-Hua Ling
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Xiaodan Zhu
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One vs. Many QA Matching with both Word-level and Sentence-level Attention Network
Lu Wang
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Shoushan Li
|
Changlong Sun
|
Luo Si
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Xiaozhong Liu
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Min Zhang
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Guodong Zhou
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Neural Network Models for Paraphrase Identification, Semantic Textual Similarity, Natural Language Inference, and Question Answering
Wuwei Lan
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Wei Xu
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Learning to Paraphrase for Question Answering
Li Dong
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Jonathan Mallinson
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Siva Reddy
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Mirella Lapata
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Reinforced Video Captioning with Entailment Rewards
Ramakanth Pasunuru
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Mohit Bansal
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Inter-Weighted Alignment Network for Sentence Pair Modeling
Gehui Shen
|
Yunlun Yang
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Zhi-Hong Deng
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SWAG: A Large-Scale Adversarial Dataset for Grounded Commonsense Inference
Rowan Zellers
|
Yonatan Bisk
|
Roy Schwartz
|
Yejin Choi
|
TwoWingOS: A Two-Wing Optimization Strategy for Evidential Claim Verification
Wenpeng Yin
|
Dan Roth
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Semantic Linking in Convolutional Neural Networks for Answer Sentence Selection
Massimo Nicosia
|
Alessandro Moschitti
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Structured Alignment Networks for Matching Sentences
Yang Liu
|
Matt Gardner
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Mirella Lapata
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Compare, Compress and Propagate: Enhancing Neural Architectures with Alignment Factorization for Natural Language Inference
Yi Tay
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Anh Tuan Luu
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Siu Cheung Hui
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Lessons from Natural Language Inference in the Clinical Domain
Alexey Romanov
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Chaitanya Shivade
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Improved Semantic-Aware Network Embedding with Fine-Grained Word Alignment
Dinghan Shen
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Xinyuan Zhang
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Ricardo Henao
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Lawrence Carin
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Pathologies of Neural Models Make Interpretations Difficult
Shi Feng
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Eric Wallace
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Alvin Grissom II
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Mohit Iyyer
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Pedro Rodriguez
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Jordan Boyd-Graber
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Phrase-level Self-Attention Networks for Universal Sentence Encoding
Wei Wu
|
Houfeng Wang
|
Tianyu Liu
|
Shuming Ma
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Paraphrase Generation with Deep Reinforcement Learning
Zichao Li
|
Xin Jiang
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Lifeng Shang
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Hang Li
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Co-Stack Residual Affinity Networks with Multi-level Attention Refinement for Matching Text Sequences
Yi Tay
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Anh Tuan Luu
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Siu Cheung Hui
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When data permutations are pathological: the case of neural natural language inference
Natalie Schluter
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Daniel Varab
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Bridging Knowledge Gaps in Neural Entailment via Symbolic Models
Dongyeop Kang
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Tushar Khot
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Ashish Sabharwal
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Peter Clark
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Interpreting Recurrent and Attention-Based Neural Models: a Case Study on Natural Language Inference
Reza Ghaeini
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Xiaoli Fern
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Prasad Tadepalli
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Visual Interrogation of Attention-Based Models for Natural Language Inference and Machine Comprehension
Shusen Liu
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Tao Li
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Zhimin Li
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Vivek Srikumar
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Valerio Pascucci
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Peer-Timo Bremer
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Neural Tree Indexers for Text Understanding
Tsendsuren Munkhdalai
|
Hong Yu
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Learning to Predict Denotational Probabilities For Modeling Entailment
Alice Lai
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Julia Hockenmaier
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YNU-HPCC at IJCNLP-2017 Task 4: Attention-based Bi-directional GRU Model for Customer Feedback Analysis Task of English
Nan Wang
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Jin Wang
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Xuejie Zhang
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Tell Me Why: Using Question Answering as Distant Supervision for Answer Justification
Rebecca Sharp
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Mihai Surdeanu
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Peter Jansen
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Marco A. Valenzuela-Escárcega
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Peter Clark
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Michael Hammond
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Adversarially Regularising Neural NLI Models to Integrate Logical Background Knowledge
Pasquale Minervini
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Sebastian Riedel
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Pervasive Attention: 2D Convolutional Neural Networks for Sequence-to-Sequence Prediction
Maha Elbayad
|
Laurent Besacier
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Jakob Verbeek
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Uncovering Divergent Linguistic Information in Word Embeddings with Lessons for Intrinsic and Extrinsic Evaluation
Mikel Artetxe
|
Gorka Labaka
|
Iñigo Lopez-Gazpio
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Eneko Agirre
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Performance Impact Caused by Hidden Bias of Training Data for Recognizing Textual Entailment
Masatoshi Tsuchiya
|
Automatic Prediction of Discourse Connectives
Eric Malmi
|
Daniele Pighin
|
Sebastian Krause
|
Mikhail Kozhevnikov
|
Baselines and Test Data for Cross-Lingual Inference
Željko Agić
|
Natalie Schluter
|
FEVER: a Large-scale Dataset for Fact Extraction and VERification
James Thorne
|
Andreas Vlachos
|
Christos Christodoulopoulos
|
Arpit Mittal
|
A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference
Adina Williams
|
Nikita Nangia
|
Samuel Bowman
|
DR-BiLSTM: Dependent Reading Bidirectional LSTM for Natural Language Inference
Reza Ghaeini
|
Sadid A. Hasan
|
Vivek Datla
|
Joey Liu
|
Kathy Lee
|
Ashequl Qadir
|
Yuan Ling
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Aaditya Prakash
|
Xiaoli Fern
|
Oladimeji Farri
|
Behavior Analysis of NLI Models: Uncovering the Influence of Three Factors on Robustness
Ivan Sanchez
|
Jeff Mitchell
|
Sebastian Riedel
|
Integrating Stance Detection and Fact Checking in a Unified Corpus
Ramy Baly
|
Mitra Mohtarami
|
James Glass
|
Lluís Màrquez
|
Alessandro Moschitti
|
Preslav Nakov
|
Annotation Artifacts in Natural Language Inference Data
Suchin Gururangan
|
Swabha Swayamdipta
|
Omer Levy
|
Roy Schwartz
|
Samuel Bowman
|
Noah A. Smith
|
Character-Based Neural Networks for Sentence Pair Modeling
Wuwei Lan
|
Wei Xu
|
Self-Attention with Relative Position Representations
Peter Shaw
|
Jakob Uszkoreit
|
Ashish Vaswani
|
Contextualized Word Representations for Reading Comprehension
Shimi Salant
|
Jonathan Berant
|
Multi-Reward Reinforced Summarization with Saliency and Entailment
Ramakanth Pasunuru
|
Mohit Bansal
|
Gated Self-Matching Networks for Reading Comprehension and Question Answering
Wenhui Wang
|
Nan Yang
|
Furu Wei
|
Baobao Chang
|
Ming Zhou
|
Improved Neural Relation Detection for Knowledge Base Question Answering
Mo Yu
|
Wenpeng Yin
|
Kazi Saidul Hasan
|
Cicero dos Santos
|
Bing Xiang
|
Bowen Zhou
|
Enhanced LSTM for Natural Language Inference
Qian Chen
|
Xiaodan Zhu
|
Zhen-Hua Ling
|
Si Wei
|
Hui Jiang
|
Diana Inkpen
|
The Best of Both Worlds: Combining Recent Advances in Neural Machine Translation
Mia Xu Chen
|
Orhan Firat
|
Ankur Bapna
|
Melvin Johnson
|
Wolfgang Macherey
|
George Foster
|
Llion Jones
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Mike Schuster
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Noam Shazeer
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Niki Parmar
|
Ashish Vaswani
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Jakob Uszkoreit
|
Lukasz Kaiser
|
Zhifeng Chen
|
Yonghui Wu
|
Macduff Hughes
|
Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mechanisms
Dinghan Shen
|
Guoyin Wang
|
Wenlin Wang
|
Martin Renqiang Min
|
Qinliang Su
|
Yizhe Zhang
|
Chunyuan Li
|
Ricardo Henao
|
Lawrence Carin
|
Learning to Write with Cooperative Discriminators
Ari Holtzman
|
Jan Buys
|
Maxwell Forbes
|
Antoine Bosselut
|
David Golub
|
Yejin Choi
|
Multi-Granularity Hierarchical Attention Fusion Networks for Reading Comprehension and Question Answering
Wei Wang
|
Ming Yan
|
Chen Wu
|
Neural Natural Language Inference Models Enhanced with External Knowledge
Qian Chen
|
Xiaodan Zhu
|
Zhen-Hua Ling
|
Diana Inkpen
|
Si Wei
|
AdvEntuRe: Adversarial Training for Textual Entailment with Knowledge-Guided Examples
Dongyeop Kang
|
Tushar Khot
|
Ashish Sabharwal
|
Eduard Hovy
|
End-Task Oriented Textual Entailment via Deep Explorations of Inter-Sentence Interactions
Wenpeng Yin
|
Dan Roth
|
Hinrich Schütze
|
Breaking NLI Systems with Sentences that Require Simple Lexical Inferences
Max Glockner
|
Vered Shwartz
|
Yoav Goldberg
|
Learning Structured Text Representations
Yang Liu
|
Mirella Lapata
|
Attentive Convolution: Equipping CNNs with RNN-style Attention Mechanisms
Wenpeng Yin
|
Hinrich Schütze
|
Ways of Asking and Replying in Duplicate Question Detection
João António Rodrigues
|
Chakaveh Saedi
|
Vladislav Maraev
|
João Silva
|
António Branco
|
SemEval-2017 Task 3: Community Question Answering
Preslav Nakov
|
Doris Hoogeveen
|
Lluís Màrquez
|
Alessandro Moschitti
|
Hamdy Mubarak
|
Timothy Baldwin
|
Karin Verspoor
|
bunji at SemEval-2017 Task 3: Combination of Neural Similarity Features and Comment Plausibility Features
Yuta Koreeda
|
Takuya Hashito
|
Yoshiki Niwa
|
Misa Sato
|
Toshihiko Yanase
|
Kenzo Kurotsuchi
|
Kohsuke Yanai
|
Neural Paraphrase Identification of Questions with Noisy Pretraining
Gaurav Singh Tomar
|
Thyago Duque
|
Oscar Täckström
|
Jakob Uszkoreit
|
Dipanjan Das
|
Redundancy Localization for the Conversationalization of Unstructured Responses
Sebastian Krause
|
Mikhail Kozhevnikov
|
Eric Malmi
|
Daniele Pighin
|
Representation Learning for Answer Selection with LSTM-Based Importance Weighting
Andreas Rücklé
|
Iryna Gurevych
|
Distractor Generation for Multiple Choice Questions Using Learning to Rank
Chen Liang
|
Xiao Yang
|
Neisarg Dave
|
Drew Wham
|
Bart Pursel
|
C. Lee Giles
|
Extrapolation in NLP
Jeff Mitchell
|
Pontus Stenetorp
|
Pasquale Minervini
|
Sebastian Riedel
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AllenNLP: A Deep Semantic Natural Language Processing Platform
Matt Gardner
|
Joel Grus
|
Mark Neumann
|
Oyvind Tafjord
|
Pradeep Dasigi
|
Nelson F. Liu
|
Matthew Peters
|
Michael Schmitz
|
Luke Zettlemoyer
|
A Systematic Classification of Knowledge, Reasoning, and Context within the ARC Dataset
Michael Boratko
|
Harshit Padigela
|
Divyendra Mikkilineni
|
Pritish Yuvraj
|
Rajarshi Das
|
Andrew McCallum
|
Maria Chang
|
Achille Fokoue-Nkoutche
|
Pavan Kapanipathi
|
Nicholas Mattei
|
Ryan Musa
|
Kartik Talamadupula
|
Michael Witbrock
|
Cross-Lingual Argumentative Relation Identification: from English to Portuguese
Gil Rocha
|
Christian Stab
|
Henrique Lopes Cardoso
|
Iryna Gurevych
|
Importance of Self-Attention for Sentiment Analysis
Gaël Letarte
|
Frédérik Paradis
|
Philippe Giguère
|
François Laviolette
|
evision PDF of 'The Fact Extraction and VERification (FEVER) Shared Task
James Thorne
|
Andreas Vlachos
|
Oana Cocarascu
|
Christos Christodoulopoulos
|
Arpit Mittal
|
Teaching Syntax by Adversarial Distraction
Juho Kim
|
Christopher Malon
|
Asim Kadav
|
UCL Machine Reading Group: Four Factor Framework For Fact Finding (HexaF)
Takuma Yoneda
|
Jeff Mitchell
|
Johannes Welbl
|
Pontus Stenetorp
|
Sebastian Riedel
|
Team Papelo: Transformer Networks at FEVER
Christopher Malon
|
SIRIUS-LTG: An Entity Linking Approach to Fact Extraction and Verification
Farhad Nooralahzadeh
|
Lilja Øvrelid
|
Robust Document Retrieval and Individual Evidence Modeling for Fact Extraction and Verification.
Tuhin Chakrabarty
|
Tariq Alhindi
|
Smaranda Muresan
|
DeFactoNLP: Fact Verification using Entity Recognition, TFIDF Vector Comparison and Decomposable Attention
Aniketh Janardhan Reddy
|
Gil Rocha
|
Diego Esteves
|
Team GESIS Cologne: An all in all sentence-based approach for FEVER
Wolfgang Otto
|
QED: A fact verification system for the FEVER shared task
Jackson Luken
|
Nanjiang Jiang
|
Marie-Catherine de Marneffe
|
No URLs Found
Field Of Study
Linguistic Trends
Discourse
Embeddings
Task
Language Understanding
Semantic Parsing
Textual Entailment
Machine Translation
Language
English
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