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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
Correlation Coefficients and Semantic Textual Similarity V. Zhelezniak Aleksandar Savkov April Shen Nils Y. Hammerla 75 50 0 19 May 2019
What do you learn from context? Probing for sentence structure in contextualized word representations Ian Tenney Patrick Xia Berlin Chen Alex Jinpeng Wang Adam Poliak ... Najoung Kim Benjamin Van Durme Samuel R. Bowman Dipanjan Das Ellie Pavlick 260 867 0 15 May 2019
Towards Interlingua Neural Machine Translation Carlos Escolano Marta R. Costa-jussá José A. R. Fonollosa CLL AI4CE 45 21 0 15 May 2019
How to Fine-Tune BERT for Text Classification? Chi Sun Xipeng Qiu Yige Xu Xuanjing Huang 135 1,533 0 14 May 2019
Hierarchically Structured Meta-learning Huaxiu Yao Ying Wei Junzhou Huang Z. Li 87 205 0 13 May 2019
SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems Alex Jinpeng Wang Yada Pruksachatkun Nikita Nangia Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 448 2,331 0 02 May 2019
Don't Settle for Average, Go for the Max: Fuzzy Sets and Max-Pooled Word Vectors V. Zhelezniak Aleksandar Savkov April Shen Francesco Moramarco Jack Flann Nils Y. Hammerla 61 40 0 30 Apr 2019
Probing What Different NLP Tasks Teach Machines about Function Word Comprehension Najoung Kim Roma Patel Adam Poliak Alex Jinpeng Wang Patrick Xia ... Alexis Ross Tal Linzen Benjamin Van Durme Samuel R. Bowman Ellie Pavlick 84 107 0 25 Apr 2019
Objective Assessment of Social Skills Using Automated Language Analysis for Identification of Schizophrenia and Bipolar Disorder Rohit Voleti Stephanie Woolridge J. Liss M. Milanovic C. Bowie Visar Berisha 49 25 0 24 Apr 2019
Repurposing Entailment for Multi-Hop Question Answering Tasks H. Trivedi Heeyoung Kwon Tushar Khot Ashish Sabharwal Niranjan Balasubramanian LRM 86 45 0 20 Apr 2019
No Permanent Friends or Enemies: Tracking Relationships between Nations from News Xiaochuang Han Eunsol Choi Chenhao Tan 134 11 0 18 Apr 2019
Evaluating the Representational Hub of Language and Vision Models Ravi Shekhar Ece Takmaz Raquel Fernández Raffaella Bernardi 84 11 0 12 Apr 2019
Deep Neural Networks Ensemble for Detecting Medication Mentions in Tweets D. Weissenbacher A. Sarker A. Klein K. O’Connor Arjun Magge Ranganatha G. Gonzalez-Hernandez 40 47 0 10 Apr 2019
AutoSeM: Automatic Task Selection and Mixing in Multi-Task Learning Han Guo Ramakanth Pasunuru Joey Tianyi Zhou 146 47 0 08 Apr 2019
Evaluating Coherence in Dialogue Systems using Entailment Nouha Dziri Ehsan Kamalloo K. Mathewson Osmar Zaiane 105 97 0 06 Apr 2019
Publicly Available Clinical BERT Embeddings Emily Alsentzer John R. Murphy Willie Boag W. Weng Di Jin Tristan Naumann Matthew B. A. McDermott AI4MH 233 2,002 0 06 Apr 2019
ExCL: Extractive Clip Localization Using Natural Language Descriptions Soham Ghosh Anuva Agarwal Zarana Parekh Alexander G. Hauptmann CLIP 66 153 0 04 Apr 2019
Composition of Sentence Embeddings:Lessons from Statistical Relational Learning Damien Sileo Tim Van de Cruys Camille Pradel Philippe Muller CoGe AI4TS 51 0 0 04 Apr 2019
Probing Biomedical Embeddings from Language Models Qiao Jin Bhuwan Dhingra William W. Cohen Xinghua Lu 91 116 0 03 Apr 2019
Asking the Right Question: Inferring Advice-Seeking Intentions from Personal Narratives Liye Fu Jonathan P. Chang Cristian Danescu-Niculescu-Mizil 77 11 0 02 Apr 2019
Temporal and Aspectual Entailment Thomas Kober Sander Bijl de Vroe Mark Steedman 67 16 0 02 Apr 2019
A Multi-Task Approach for Disentangling Syntax and Semantics in Sentence Representations Mingda Chen Qingming Tang Sam Wiseman Kevin Gimpel DRL 103 76 0 02 Apr 2019
Mining Discourse Markers for Unsupervised Sentence Representation Learning Damien Sileo Tim Van de Cruys Camille Pradel Philippe Muller 111 69 0 28 Mar 2019
On Measuring Social Biases in Sentence Encoders Chandler May Alex Jinpeng Wang Shikha Bordia Samuel R. Bowman Rachel Rudinger 153 608 0 25 Mar 2019
Linguistic Knowledge and Transferability of Contextual Representations Nelson F. Liu Matt Gardner Yonatan Belinkov Matthew E. Peters Noah A. Smith 154 735 0 21 Mar 2019
Neural Check-Worthiness Ranking with Weak Supervision: Finding Sentences for Fact-Checking Casper Hansen Christian B. Hansen Stephen Alstrup J. Simonsen Christina Lioma 70 43 0 20 Mar 2019
To Tune or Not to Tune? Adapting Pretrained Representations to Diverse Tasks Matthew E. Peters Sebastian Ruder Noah A. Smith 115 441 0 14 Mar 2019
Using Natural Language for Reward Shaping in Reinforcement Learning Prasoon Goyal S. Niekum Raymond J. Mooney LM&Ro 128 183 0 05 Mar 2019
Semantic Hilbert Space for Text Representation Learning Benyou Wang Qiuchi Li Massimo Melucci D. Song 68 43 0 26 Feb 2019
Star-Transformer Qipeng Guo Xipeng Qiu Pengfei Liu Yunfan Shao Xiangyang Xue Zheng Zhang 98 265 0 25 Feb 2019
Text Analysis in Adversarial Settings: Does Deception Leave a Stylistic Trace? Tommi Gröndahl Nadarajah Asokan 90 24 0 24 Feb 2019
Evidence Sentence Extraction for Machine Reading Comprehension Hai Wang Dian Yu Kai Sun Jianshu Chen Dong Yu David A. McAllester Dan Roth 81 56 0 23 Feb 2019
Learning protein sequence embeddings using information from structure Tristan Bepler Bonnie Berger 95 291 0 22 Feb 2019
ntuer at SemEval-2019 Task 3: Emotion Classification with Word and Sentence Representations in RCNN Peixiang Zhong Chunyan Miao 62 12 0 21 Feb 2019
An Automated Testing Framework for Conversational Agents Soodeh Atefi Mohammad Amin Alipour 18 5 0 17 Feb 2019
ACTRCE: Augmenting Experience via Teacher's Advice For Multi-Goal Reinforcement Learning Harris Chan Yuhuai Wu J. Kiros Sanja Fidler Jimmy Ba 105 34 0 12 Feb 2019
Right for the Wrong Reasons: Diagnosing Syntactic Heuristics in Natural Language Inference R. Thomas McCoy Ellie Pavlick Tal Linzen 202 1,244 0 04 Feb 2019
Parameter-Efficient Transfer Learning for NLP N. Houlsby A. Giurgiu Stanislaw Jastrzebski Bruna Morrone Quentin de Laroussilhe Andrea Gesmundo Mona Attariyan Sylvain Gelly 312 4,558 0 02 Feb 2019
No Training Required: Exploring Random Encoders for Sentence Classification John Wieting Douwe Kiela 105 99 0 29 Jan 2019
Unsupervised speech representation learning using WaveNet autoencoders J. Chorowski Ron J. Weiss Samy Bengio Aaron van den Oord SSL 89 319 0 25 Jan 2019
A Question-Entailment Approach to Question Answering Asma Ben Abacha Dina Demner-Fushman 95 196 0 23 Jan 2019
Sentence transition matrix: An efficient approach that preserves sentence semantics Myeongjun Jang Pilsung Kang 38 2 0 16 Jan 2019
Is it Time to Swish? Comparing Deep Learning Activation Functions Across NLP tasks Steffen Eger Paul Youssef Iryna Gurevych LLMSV 82 76 0 09 Jan 2019
Massively Multilingual Sentence Embeddings for Zero-Shot Cross-Lingual Transfer and Beyond Mikel Artetxe Holger Schwenk 3DV 204 1,020 0 26 Dec 2018
Sequence to Sequence Learning for Query Expansion Salah Zaiem F. Sadat 34 4 0 25 Dec 2018
Multimodal deep learning for short-term stock volatility prediction M. Sardelich S. Manandhar AIFin 49 27 0 25 Dec 2018
RNNs Implicitly Implement Tensor Product Representations R. Thomas McCoy Tal Linzen Ewan Dunbar P. Smolensky 93 54 0 20 Dec 2018
Generating Diverse and Meaningful Captions Annika Lindh R. Ross Abhijit Mahalunkar Giancarlo D. Salton John D. Kelleher VLM 53 10 0 19 Dec 2018
Supervised Domain Enablement Attention for Personalized Domain Classification Joo-Kyung Kim Young-Bum Kim 77 10 0 18 Dec 2018
A Tutorial on Deep Latent Variable Models of Natural Language Yoon Kim Sam Wiseman Alexander M. Rush BDL VLM 124 42 0 17 Dec 2018