Supervised Learning of Universal Sentence Representations from Natural Language Inference Data

5 May 2017

Douwe Kiela

Papers citing "Supervised Learning of Universal Sentence Representations from Natural Language Inference Data"

50 / 871 papers shown

Title
What If We Simply Swap the Two Text Fragments? A Straightforward yet Effective Way to Test the Robustness of Methods to Confounding Signals in Nature Language Inference Tasks Haohan Wang Da-You Sun Eric Xing 30 42 0 07 Sep 2018
Unsupervised Sentence Compression using Denoising Auto-Encoders Thibault Févry Jason Phang 19 71 0 07 Sep 2018
Data Augmentation for Spoken Language Understanding via Joint Variational Generation Kang Min Yoo Youhyun Shin Sang-goo Lee 29 91 0 07 Sep 2018
Cell-aware Stacked LSTMs for Modeling Sentences Jihun Choi Taeuk Kim Sang-goo Lee AI4TS 19 4 0 07 Sep 2018
Notes on Deep Learning for NLP A. Tixier VLM 36 15 0 29 Aug 2018
Context Mover's Distance & Barycenters: Optimal Transport of Contexts for Building Representations Sidak Pal Singh Andreas Hug Aymeric Dieuleveut Martin Jaggi OT 33 26 0 29 Aug 2018
On Tree-Based Neural Sentence Modeling Freda Shi Hao Zhou Jiaze Chen Lei Li AI4CE 32 42 0 29 Aug 2018
WikiAtomicEdits: A Multilingual Corpus of Wikipedia Edits for Modeling Language and Discourse Manaal Faruqui Ellie Pavlick Ian Tenney Dipanjan Das KELM 38 48 0 28 Aug 2018
Deriving Machine Attention from Human Rationales Yujia Bao Shiyu Chang Mo Yu Regina Barzilay 4 103 0 28 Aug 2018
Adversarial Decomposition of Text Representation Alexey Romanov Anna Rumshisky Anna Rogers David Donahue 24 43 0 27 Aug 2018
Sentence Embeddings in NLI with Iterative Refinement Encoders Aarne Talman Anssi Yli-Jyrä Jörg Tiedemann AI4TS 27 41 0 27 Aug 2018
IIIDYT at IEST 2018: Implicit Emotion Classification With Deep Contextualized Word Representations Jorge A. Balazs Edison Marrese-Taylor Y. Matsuo 13 12 0 27 Aug 2018
Dynamic Self-Attention : Computing Attention over Words Dynamically for Sentence Embedding Deunsol Yoon Dongbok Lee SangKeun Lee 24 43 0 22 Aug 2018
Improving Matching Models with Hierarchical Contextualized Representations for Multi-turn Response Selection Chongyang Tao Wei Wu Can Xu Yansong Feng Dongyan Zhao Rui Yan 36 4 0 22 Aug 2018
QuAC : Question Answering in Context Eunsol Choi He He Mohit Iyyer Mark Yatskar Wen-tau Yih Yejin Choi Percy Liang Luke Zettlemoyer 62 818 0 21 Aug 2018
Lessons from Natural Language Inference in the Clinical Domain Alexey Romanov Chaitanya P. Shivade LM&MA 16 264 0 21 Aug 2018
Lexicosyntactic Inference in Neural Models Aaron Steven White Rachel Rudinger Kyle Rawlins Benjamin Van Durme 17 37 0 19 Aug 2018
Paraphrase Thought: Sentence Embedding Module Imitating Human Language Recognition Myeongjun Jang Pilsung Kang 11 6 0 16 Aug 2018
SWAG: A Large-Scale Adversarial Dataset for Grounded Commonsense Inference Rowan Zellers Yonatan Bisk Roy Schwartz Yejin Choi 36 705 0 16 Aug 2018
REGMAPR - Text Matching Made Easy Siddhartha Brahma VLM 21 1 0 13 Aug 2018
Fake Sentence Detection as a Training Task for Sentence Encoding Viresh Ranjan Heeyoung Kwon Niranjan Balasubramanian Minh Hoai 14 6 0 11 Aug 2018
Learning to Represent Bilingual Dictionaries Muhao Chen Yingtao Tian Haochen Chen Kai-Wei Chang Steven Skiena C. Zaniolo 14 13 0 10 Aug 2018
Unsupervised Learning of Sentence Representations Using Sequence Consistency Siddhartha Brahma SSL 21 8 0 10 Aug 2018
Efficient Purely Convolutional Text Encoding Szymon Malik A. Lancucki J. Chorowski 3DV 27 1 0 03 Aug 2018
Cross-lingual Argumentation Mining: Machine Translation (and a bit of Projection) is All You Need! Steffen Eger Johannes Daxenberger Christian Stab Iryna Gurevych 28 50 0 24 Jul 2018
Question-Aware Sentence Gating Networks for Question and Answering Minjeong Kim D. Park Hyungjong Noh Yeonsoo Lee Jaegul Choo 36 0 0 20 Jul 2018
Unsupervised Online Multitask Learning of Behavioral Sentence Embeddings Shao-Yen Tseng Brian R. Baucom P. Georgiou SSL 40 9 0 18 Jul 2018
Deep Enhanced Representation for Implicit Discourse Relation Recognition Hongxiao Bai Zhao Hai 33 92 0 13 Jul 2018
Enhancing Sentence Embedding with Generalized Pooling Qian Chen Zhenhua Ling Xiao-Dan Zhu 30 68 0 26 Jun 2018
Exploring the Semantic Content of Unsupervised Graph Embeddings: An Empirical Study Stephen Bonner Ibad Kureshi John Brennan Georgios Theodoropoulos A. Mcgough B. Obara 25 34 0 19 Jun 2018
EmotionX-DLC: Self-Attentive BiLSTM for Detecting Sequential Emotions in Dialogue Linkai Luo Haiqing Yang Francis Y. L. Chin 10 14 0 19 Jun 2018
Evaluation of sentence embeddings in downstream and linguistic probing tasks C. Perone Roberto Silveira Thomas S. Paula ELM 33 154 0 16 Jun 2018
GLoMo: Unsupervisedly Learned Relational Graphs as Transferable Representations Zhilin Yang Jun Zhao Bhuwan Dhingra Kaiming He William W. Cohen Ruslan Salakhutdinov Yann LeCun 19 36 0 14 Jun 2018
On Accurate Evaluation of GANs for Language Generation Stanislau Semeniuta Aliaksei Severyn Sylvain Gelly EGVM 39 81 0 13 Jun 2018
Evaluation of Unsupervised Compositional Representations Hanan Aldarmaki Mona T. Diab CoGe SSL 12 12 0 12 Jun 2018
Neural Network Models for Paraphrase Identification, Semantic Textual Similarity, Natural Language Inference, and Question Answering Wuwei Lan Wei-ping Xu 20 121 0 12 Jun 2018
Embedding Text in Hyperbolic Spaces Bhuwan Dhingra Christopher J. Shallue Mohammad Norouzi Andrew M. Dai George E. Dahl 31 144 0 12 Jun 2018
WikiRef: Wikilinks as a route to recommending appropriate references for scientific Wikipedia pages Abhik Jana Pranjal Kanojiya Pawan Goyal Animesh Mukherjee 9 4 0 11 Jun 2018
Stress Test Evaluation for Natural Language Inference Aakanksha Naik Abhilasha Ravichander Norman M. Sadeh Carolyn Rose Graham Neubig ELM 36 371 0 02 Jun 2018
Does the brain represent words? An evaluation of brain decoding studies of language understanding Jon Gauthier Anna A. Ivanova NAI 22 31 0 02 Jun 2018
Assessing Generative Models via Precision and Recall Mehdi S. M. Sajjadi Olivier Bachem Mario Lucic Olivier Bousquet Sylvain Gelly EGVM 34 566 0 31 May 2018
Multi-Label Transfer Learning for Multi-Relational Semantic Similarity Li Zhang Steven R. Wilson Rada Mihalcea 14 1 0 31 May 2018
Neural Network Acceptability Judgments Alex Warstadt Amanpreet Singh Samuel R. Bowman 89 1,372 0 31 May 2018
What the Vec? Towards Probabilistically Grounded Embeddings Carl Allen Ivana Balazevic Timothy M. Hospedales 22 23 0 30 May 2018
Semantic Sentence Matching with Densely-connected Recurrent and Co-attentive Information Seonhoon Kim Inho Kang Nojun Kwak 22 216 0 29 May 2018
Quantum-inspired Complex Word Embedding Qiuchi Li Sagar Uprety Benyou Wang D. Song 17 31 0 29 May 2018
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 19 328 0 24 May 2018
Deep Reinforcement Learning For Sequence to Sequence Models Yaser Keneshloo Tian Shi Naren Ramakrishnan Chandan K. Reddy AIMat 3DV OffRL 30 208 0 24 May 2018
Sentence Modeling via Multiple Word Embeddings and Multi-level Comparison for Semantic Textual Similarity H. Tien Nguyen Minh Le Yamasaki Tomohiro Izuha Tatsuya 11 67 0 21 May 2018
Metric for Automatic Machine Translation Evaluation based on Universal Sentence Representations Hiroki Shimanaka Tomoyuki Kajiwara Mamoru Komachi 16 6 0 18 May 2018