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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"

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Title
QuAC : Question Answering in Context Eunsol Choi He He Mohit Iyyer Mark Yatskar Wen-tau Yih Yejin Choi Percy Liang Luke Zettlemoyer 170 828 0 21 Aug 2018
Lessons from Natural Language Inference in the Clinical Domain Alexey Romanov Chaitanya P. Shivade LM&MA 110 274 0 21 Aug 2018
Paraphrase Thought: Sentence Embedding Module Imitating Human Language Recognition Myeongjun Jang Pilsung Kang 44 6 0 16 Aug 2018
SWAG: A Large-Scale Adversarial Dataset for Grounded Commonsense Inference Rowan Zellers Yonatan Bisk Roy Schwartz Yejin Choi 180 720 0 16 Aug 2018
REGMAPR - Text Matching Made Easy Siddhartha Brahma VLM 48 1 0 13 Aug 2018
Efficient Purely Convolutional Text Encoding Szymon Malik A. Lancucki J. Chorowski 3DV 57 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 84 50 0 24 Jul 2018
Unsupervised Online Multitask Learning of Behavioral Sentence Embeddings Shao-Yen Tseng Brian R. Baucom P. Georgiou SSL 71 9 0 18 Jul 2018
Deep Enhanced Representation for Implicit Discourse Relation Recognition Hongxiao Bai Zhao Hai 70 92 0 13 Jul 2018
Enhancing Sentence Embedding with Generalized Pooling Qian Chen Zhenhua Ling Xiao-Dan Zhu 98 68 0 26 Jun 2018
EmotionX-DLC: Self-Attentive BiLSTM for Detecting Sequential Emotions in Dialogue Linkai Luo Haiqing Yang Francis Y. L. Chin 71 14 0 19 Jun 2018
Evaluation of sentence embeddings in downstream and linguistic probing tasks C. Perone Roberto Silveira Thomas S. Paula ELM 85 155 0 16 Jun 2018
GLoMo: Unsupervisedly Learned Relational Graphs as Transferable Representations Zhilin Yang Jiaqi Zhao Bhuwan Dhingra Kaiming He William W. Cohen Ruslan Salakhutdinov Yann LeCun 90 36 0 14 Jun 2018
Evaluation of Unsupervised Compositional Representations Hanan Aldarmaki Mona T. Diab CoGe SSL 52 12 0 12 Jun 2018
Neural Network Models for Paraphrase Identification, Semantic Textual Similarity, Natural Language Inference, and Question Answering Wuwei Lan Wei Xu 95 122 0 12 Jun 2018
Embedding Text in Hyperbolic Spaces Bhuwan Dhingra Christopher J. Shallue Mohammad Norouzi Andrew M. Dai George E. Dahl 112 146 0 12 Jun 2018
Stress Test Evaluation for Natural Language Inference Aakanksha Naik Abhilasha Ravichander Norman M. Sadeh Carolyn Rose Graham Neubig ELM 141 380 0 02 Jun 2018
Does the brain represent words? An evaluation of brain decoding studies of language understanding Jon Gauthier Anna A. Ivanova NAI 80 32 0 02 Jun 2018
Assessing Generative Models via Precision and Recall Mehdi S. M. Sajjadi Olivier Bachem Mario Lucic Olivier Bousquet Sylvain Gelly EGVM 151 585 0 31 May 2018
Neural Network Acceptability Judgments Alex Warstadt Amanpreet Singh Samuel R. Bowman 324 1,416 0 31 May 2018
Quantum-inspired Complex Word Embedding Qiuchi Li Sagar Uprety Benyou Wang D. Song 65 32 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 73 330 0 24 May 2018
Deep Reinforcement Learning For Sequence to Sequence Models Yaser Keneshloo Tian Shi Naren Ramakrishnan Chandan K. Reddy AIMat 3DV OffRL 103 211 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 39 68 0 21 May 2018
Metric for Automatic Machine Translation Evaluation based on Universal Sentence Representations Hiroki Shimanaka Tomoyuki Kajiwara Mamoru Komachi 28 6 0 18 May 2018
Improved Sentence Modeling using Suffix Bidirectional LSTM Siddhartha Brahma 64 24 0 18 May 2018
Content-based Popularity Prediction of Online Petitions Using a Deep Regression Model Shivashankar Subramanian Timothy Baldwin Trevor Cohn 40 14 0 17 May 2018
Are BLEU and Meaning Representation in Opposition? Ondřej Cífka Ondrej Bojar 61 17 0 16 May 2018
Gradient-Leaks: Understanding and Controlling Deanonymization in Federated Learning Tribhuvanesh Orekondy Seong Joon Oh Yang Zhang Bernt Schiele Mario Fritz PICV FedML 451 37 0 15 May 2018
Using Statistical and Semantic Models for Multi-Document Summarization Divyanshu Daiya Anukarsh Singh Mukesh K. Jadon 33 5 0 11 May 2018
Domain Adapted Word Embeddings for Improved Sentiment Classification P. Sarma Yingyu Liang W. Sethares 74 67 0 11 May 2018
Towards a universal neural network encoder for time series Joan Serrà Santiago Pascual Alexandros Karatzoglou AI4TS 92 123 0 10 May 2018
Decoding Decoders: Finding Optimal Representation Spaces for Unsupervised Similarity Tasks V. Zhelezniak Dan Busbridge April Shen Samuel L. Smith Nils Y. Hammerla SSL 63 4 0 09 May 2018
Understanding and Mitigating the Security Risks of Voice-Controlled Third-Party Skills on Amazon Alexa and Google Home Yi Yu Xianghang Mi Xuan Feng Wenyuan Xu Yuan Tian Feng Qian 34 74 0 03 May 2018
What you can cram into a single vector: Probing sentence embeddings for linguistic properties Alexis Conneau Germán Kruszewski Guillaume Lample Loïc Barrault Marco Baroni 375 896 0 03 May 2018
Hypothesis Only Baselines in Natural Language Inference Adam Poliak Jason Naradowsky Aparajita Haldar Rachel Rudinger Benjamin Van Durme 263 580 0 02 May 2018
On the Evaluation of Semantic Phenomena in Neural Machine Translation Using Natural Language Inference Adam Poliak Yonatan Belinkov James R. Glass Benjamin Van Durme 54 41 0 25 Apr 2018
Dynamic Meta-Embeddings for Improved Sentence Representations Douwe Kiela Changhan Wang Kyunghyun Cho AI4TS 92 108 0 21 Apr 2018
Eval all, trust a few, do wrong to none: Comparing sentence generation models Ondřej Cífka Aliaksei Severyn Enrique Alfonseca Katja Filippova 99 40 0 21 Apr 2018
Learning Semantic Textual Similarity from Conversations Yinfei Yang Steve Yuan Daniel Cer Sheng-yi Kong Noah Constant Petr Pilar Heming Ge Yun-hsuan Sung B. Strope R. Kurzweil 69 163 0 20 Apr 2018
Phrase-Indexed Question Answering: A New Challenge for Scalable Document Comprehension Minjoon Seo Tom Kwiatkowski Ankur P. Parikh Ali Farhadi Hannaneh Hajishirzi RALM 142 56 0 20 Apr 2018
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 1.3K 7,215 0 20 Apr 2018
ECG Heartbeat Classification: A Deep Transferable Representation Mohammad Kachuee Shayan Fazeli Majid Sarrafzadeh 80 421 0 19 Apr 2018
Improving Implicit Discourse Relation Classification by Modeling Inter-dependencies of Discourse Units in a Paragraph Zeyu Dai Ruihong Huang AI4TS 71 60 0 16 Apr 2018
Training a Ranking Function for Open-Domain Question Answering Phu Mon Htut Samuel R. Bowman Kyunghyun Cho RALM OOD 84 49 0 12 Apr 2018
Learning General Purpose Distributed Sentence Representations via Large Scale Multi-task Learning Sandeep Subramanian Adam Trischler Yoshua Bengio C. Pal SSL 105 330 0 30 Mar 2018
Universal Sentence Encoder Daniel Cer Yinfei Yang Sheng-yi Kong Nan Hua Nicole Limtiaco ... Steve Yuan Chris Tar Yun-hsuan Sung B. Strope R. Kurzweil 527 1,908 0 29 Mar 2018
Contextual Salience for Fast and Accurate Sentence Vectors E. Zelikman Richard Socher 30 5 0 22 Mar 2018
Structured Output Learning with Abstention: Application to Accurate Opinion Prediction Alexandre Garcia S. Essid Chloé Clavel Florence dÁlché-Buc 80 7 0 22 Mar 2018
SentEval: An Evaluation Toolkit for Universal Sentence Representations Alexis Conneau Douwe Kiela 124 642 0 14 Mar 2018