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Supervised Learning of Universal Sentence Representations from Natural Language Inference Data
Alexis Conneau
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Douwe Kiela
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Holger Schwenk
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Loïc Barrault
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Antoine Bordes
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Paper Details:
Month: September
Year: 2017
Location: Copenhagen, Denmark
Venue:
EMNLP |
Citations
URL
Deep Enhanced Representation for Implicit Discourse Relation Recognition
Hongxiao Bai
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Hai Zhao
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Cross-lingual Argumentation Mining: Machine Translation (and a bit of Projection) is All You Need!
Steffen Eger
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Johannes Daxenberger
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Christian Stab
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Iryna Gurevych
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Assessing Composition in Sentence Vector Representations
Allyson Ettinger
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Ahmed Elgohary
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Colin Phillips
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Philip Resnik
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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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A Review on Deep Learning Techniques Applied to Answer Selection
Tuan Manh Lai
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Trung Bui
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Sheng Li
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Evaluation of Unsupervised Compositional Representations
Hanan Aldarmaki
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Mona Diab
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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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Collecting Diverse Natural Language Inference Problems for Sentence Representation Evaluation
Adam Poliak
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Aparajita Haldar
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Rachel Rudinger
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J. Edward Hu
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Ellie Pavlick
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Aaron Steven White
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Benjamin Van Durme
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SWAG: A Large-Scale Adversarial Dataset for Grounded Commonsense Inference
Rowan Zellers
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Yonatan Bisk
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Roy Schwartz
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Yejin Choi
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Phrase-Indexed Question Answering: A New Challenge for Scalable Document Comprehension
Minjoon Seo
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Tom Kwiatkowski
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Ankur Parikh
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Ali Farhadi
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Hannaneh Hajishirzi
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Supervised Domain Enablement Attention for Personalized Domain Classification
Joo-Kyung Kim
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Young-Bum Kim
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Dynamic Meta-Embeddings for Improved Sentence Representations
Douwe Kiela
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Changhan Wang
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Kyunghyun Cho
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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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Semi-Supervised Sequence Modeling with Cross-View Training
Kevin Clark
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Minh-Thang Luong
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Christopher D. Manning
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Quoc Le
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QuAC: Question Answering in Context
Eunsol Choi
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He He
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Mohit Iyyer
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Mark Yatskar
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Wen-tau Yih
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Yejin Choi
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Percy Liang
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Luke Zettlemoyer
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Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering
Todor Mihaylov
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Peter Clark
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Tushar Khot
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Ashish Sabharwal
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XNLI: Evaluating Cross-lingual Sentence Representations
Alexis Conneau
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Ruty Rinott
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Guillaume Lample
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Adina Williams
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Samuel Bowman
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Holger Schwenk
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Veselin Stoyanov
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Building Context-aware Clause Representations for Situation Entity Type Classification
Zeyu Dai
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Ruihong Huang
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Phrase-level Self-Attention Networks for Universal Sentence Encoding
Wei Wu
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Houfeng Wang
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Tianyu Liu
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Shuming Ma
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Is it Time to Swish? Comparing Deep Learning Activation Functions Across NLP tasks
Steffen Eger
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Paul Youssef
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Iryna Gurevych
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Simple Recurrent Units for Highly Parallelizable Recurrence
Tao Lei
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Yu Zhang
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Sida I. Wang
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Hui Dai
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Yoav Artzi
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On Tree-Based Neural Sentence Modeling
Haoyue Shi
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Hao Zhou
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Jiaze Chen
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Lei Li
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Lexicosyntactic Inference in Neural Models
Aaron Steven White
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Rachel Rudinger
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Kyle Rawlins
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Benjamin Van Durme
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InferLite: Simple Universal Sentence Representations from Natural Language Inference Data
Jamie Kiros
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William Chan
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Similarity-Based Reconstruction Loss for Meaning Representation
Olga Kovaleva
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Anna Rumshisky
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Alexey Romanov
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Multilingual Vector Representations of Words, Sentences, and Documents
Gerard de Melo
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Unsupervised Sentence Compression using Denoising Auto-Encoders
Thibault Fevry
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Jason Phang
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SentEval: An Evaluation Toolkit for Universal Sentence Representations
Alexis Conneau
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Douwe Kiela
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Attentive Interaction Model: Modeling Changes in View in Argumentation
Yohan Jo
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Shivani Poddar
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Byungsoo Jeon
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Qinlan Shen
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Carolyn Rosé
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Graham Neubig
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Improving Implicit Discourse Relation Classification by Modeling Inter-dependencies of Discourse Units in a Paragraph
Zeyu Dai
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Ruihong Huang
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Learning Visually Grounded Sentence Representations
Douwe Kiela
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Alexis Conneau
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Allan Jabri
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Maximilian Nickel
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Annotation Artifacts in Natural Language Inference Data
Suchin Gururangan
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Swabha Swayamdipta
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Omer Levy
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Roy Schwartz
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Samuel Bowman
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Noah A. Smith
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On the Evaluation of Semantic Phenomena in Neural Machine Translation Using Natural Language Inference
Adam Poliak
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Yonatan Belinkov
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James Glass
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Benjamin Van Durme
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Benchmarks and models for entity-oriented polarity detection
Lidia Pivovarova
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Arto Klami
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Roman Yangarber
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Metric for Automatic Machine Translation Evaluation based on Universal Sentence Representations
Hiroki Shimanaka
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Tomoyuki Kajiwara
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Mamoru Komachi
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Training a Ranking Function for Open-Domain Question Answering
Phu Mon Htut
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Samuel Bowman
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Kyunghyun Cho
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Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mechanisms
Dinghan Shen
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Guoyin Wang
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Wenlin Wang
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Martin Renqiang Min
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Qinliang Su
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Yizhe Zhang
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Chunyuan Li
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Ricardo Henao
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Lawrence Carin
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ParaNMT-50M: Pushing the Limits of Paraphrastic Sentence Embeddings with Millions of Machine Translations
John Wieting
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Kevin Gimpel
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Illustrative Language Understanding: Large-Scale Visual Grounding with Image Search
Jamie Kiros
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William Chan
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Geoffrey Hinton
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Discourse Marker Augmented Network with Reinforcement Learning for Natural Language Inference
Boyuan Pan
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Yazheng Yang
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Zhou Zhao
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Yueting Zhuang
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Deng Cai
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Xiaofei He
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Are BLEU and Meaning Representation in Opposition?
Ondřej Cífka
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Ondřej Bojar
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What you can cram into a single $&!#* vector: Probing sentence embeddings for linguistic properties
Alexis Conneau
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German Kruszewski
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Guillaume Lample
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Loïc Barrault
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Marco Baroni
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Neural Natural Language Inference Models Enhanced with External Knowledge
Qian Chen
|
Xiaodan Zhu
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Zhen-Hua Ling
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Diana Inkpen
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Si Wei
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Content-based Popularity Prediction of Online Petitions Using a Deep Regression Model
Shivashankar Subramanian
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Timothy Baldwin
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Trevor Cohn
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Using pseudo-senses for improving the extraction of synonyms from word embeddings
Olivier Ferret
|
Exploring Semantic Properties of Sentence Embeddings
Xunjie Zhu
|
Tingfeng Li
|
Gerard de Melo
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Learning Typed Entailment Graphs with Global Soft Constraints
Mohammad Javad Hosseini
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Nathanael Chambers
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Siva Reddy
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Xavier R. Holt
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Shay B. Cohen
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Mark Johnson
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Mark Steedman
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NLITrans at SemEval-2018 Task 12: Transfer of Semantic Knowledge for Argument Comprehension
Timothy Niven
|
Hung-Yu Kao
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Hypothesis Only Baselines in Natural Language Inference
Adam Poliak
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Jason Naradowsky
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Aparajita Haldar
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Rachel Rudinger
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Benjamin Van Durme
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A Comparative Study of Embedding Models in Predicting the Compositionality of Multiword Expressions
Navnita Nandakumar
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Bahar Salehi
|
Timothy Baldwin
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The RepEval 2017 Shared Task: Multi-Genre Natural Language Inference with Sentence Representations
Nikita Nangia
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Adina Williams
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Angeliki Lazaridou
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Samuel Bowman
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Multi-Module Recurrent Neural Networks with Transfer Learning
Filip Skurniak
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Maria Janicka
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Aleksander Wawer
|
Embedding Text in Hyperbolic Spaces
Bhuwan Dhingra
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Christopher Shallue
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Mohammad Norouzi
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Andrew Dai
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George Dahl
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BioAMA: Towards an End to End BioMedical Question Answering System
Vasu Sharma
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Nitish Kulkarni
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Srividya Pranavi
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Gabriel Bayomi
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Eric Nyberg
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Teruko Mitamura
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Quantum-Inspired Complex Word Embedding
Qiuchi Li
|
Sagar Uprety
|
Benyou Wang
|
Dawei Song
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Speeding up Context-based Sentence Representation Learning with Non-autoregressive Convolutional Decoding
Shuai Tang
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Hailin Jin
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Chen Fang
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Zhaowen Wang
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Virginia de Sa
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Connecting Supervised and Unsupervised Sentence Embeddings
Gil Levi
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EmotionX-DLC: Self-Attentive BiLSTM for Detecting Sequential Emotions in Dialogues
Linkai Luo
|
Haiqin Yang
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Francis Y. L. Chin
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Addressing the Winograd Schema Challenge as a Sequence Ranking Task
Juri Opitz
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Anette Frank
|
Cross-Lingual Argumentative Relation Identification: from English to Portuguese
Gil Rocha
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Christian Stab
|
Henrique Lopes Cardoso
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Iryna Gurevych
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Interpreting Neural Networks with Nearest Neighbors
Eric Wallace
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Shi Feng
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Jordan Boyd-Graber
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Probing sentence embeddings for structure-dependent tense
Geoff Bacon
|
Terry Regier
|
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding
Alex Wang
|
Amanpreet Singh
|
Julian Michael
|
Felix Hill
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Omer Levy
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Samuel Bowman
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evision PDF of 'The Fact Extraction and VERification (FEVER) Shared Task
James Thorne
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Andreas Vlachos
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Oana Cocarascu
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Christos Christodoulopoulos
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Arpit Mittal
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Zero-shot Relation Classification as Textual Entailment
Abiola Obamuyide
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Andreas Vlachos
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Teaching Syntax by Adversarial Distraction
Juho Kim
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Christopher Malon
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Asim Kadav
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Where is Your Evidence: Improving Fact-checking by Justification Modeling
Tariq Alhindi
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Savvas Petridis
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Smaranda Muresan
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Robust Document Retrieval and Individual Evidence Modeling for Fact Extraction and Verification.
Tuhin Chakrabarty
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Tariq Alhindi
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Smaranda Muresan
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Paraphrase Detection on Noisy Subtitles in Six Languages
Eetu Sjöblom
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Mathias Creutz
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Mikko Aulamo
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IIIDYT at IEST 2018: Implicit Emotion Classification With Deep Contextualized Word Representations
Jorge Balazs
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Edison Marrese-Taylor
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Yutaka Matsuo
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NL-FIIT at IEST-2018: Emotion Recognition utilizing Neural Networks and Multi-level Preprocessing
Samuel Pecar
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Michal Farkas
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Marian Simko
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Peter Lacko
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Maria Bielikova
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RUSE: Regressor Using Sentence Embeddings for Automatic Machine Translation Evaluation
Hiroki Shimanaka
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Tomoyuki Kajiwara
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Mamoru Komachi
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https://www.github.com/
https://nlp.stanford.edu/projects/
https://www.github.com/
Field Of Study
Linguistic Trends
Embeddings
Task
Textual Entailment
Sentiment Analysis
Question Answering
Machine Translation
Language
Multilingual
English
Dataset
News
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