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
Evaluating the Representational Hub of Language and Vision Models Ravi Shekhar Ece Takmaz Raquel Fernández Raffaella Bernardi 30 11 0 12 Apr 2019
Gating Mechanisms for Combining Character and Word-level Word Representations: An Empirical Study Jorge A. Balazs Y. Matsuo AI4CE NAI 27 3 0 11 Apr 2019
Scalable Cross-Lingual Transfer of Neural Sentence Embeddings Hanan Aldarmaki Mona T. Diab 25 3 0 11 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 21 47 0 10 Apr 2019
AutoSeM: Automatic Task Selection and Mixing in Multi-Task Learning Han Guo Ramakanth Pasunuru Joey Tianyi Zhou 25 47 0 08 Apr 2019
Evaluating Coherence in Dialogue Systems using Entailment Nouha Dziri Ehsan Kamalloo K. Mathewson Osmar Zaiane 11 94 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 48 1,932 0 06 Apr 2019
ExCL: Extractive Clip Localization Using Natural Language Descriptions Soham Ghosh Anuva Agarwal Zarana Parekh Alexander G. Hauptmann CLIP 21 151 0 04 Apr 2019
The Effect of Downstream Classification Tasks for Evaluating Sentence Embeddings P. Potash 23 0 0 03 Apr 2019
Probing Biomedical Embeddings from Language Models Qiao Jin Bhuwan Dhingra William W. Cohen Xinghua Lu 24 116 0 03 Apr 2019
Asking the Right Question: Inferring Advice-Seeking Intentions from Personal Narratives Liye Fu Jonathan P. Chang Cristian Danescu-Niculescu-Mizil 45 11 0 02 Apr 2019
Temporal and Aspectual Entailment Thomas Kober Sander Bijl de Vroe Mark Steedman 21 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 23 76 0 02 Apr 2019
Mining Discourse Markers for Unsupervised Sentence Representation Learning Damien Sileo Tim Van de Cruys Camille Pradel Philippe Muller 32 69 0 28 Mar 2019
Learning semantic sentence representations from visually grounded language without lexical knowledge Danny Merkx S. Frank SSL 19 13 0 27 Mar 2019
On Measuring Social Biases in Sentence Encoders Chandler May Alex Jinpeng Wang Shikha Bordia Samuel R. Bowman Rachel Rudinger 42 592 0 25 Mar 2019
Linguistic Knowledge and Transferability of Contextual Representations Nelson F. Liu Matt Gardner Yonatan Belinkov Matthew E. Peters Noah A. Smith 52 722 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 19 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 39 434 0 14 Mar 2019
Multi-Instance Learning for End-to-End Knowledge Base Question Answering Mengxi Wei Yifan He Qiong Zhang Luo Si 12 4 0 06 Mar 2019
Using Natural Language for Reward Shaping in Reinforcement Learning Prasoon Goyal S. Niekum Raymond J. Mooney LM&Ro 41 176 0 05 Mar 2019
Semantic Hilbert Space for Text Representation Learning Benyou Wang Qiuchi Li Massimo Melucci D. Song 35 42 0 26 Feb 2019
Interpretable Structure-aware Document Encoders with Hierarchical Attention Khalil Mrini C. Musat Michael Baeriswyl Martin Jaggi 14 1 0 26 Feb 2019
Joint Multi-Domain Learning for Automatic Short Answer Grading Swarnadeep Saha Tejas I. Dhamecha S. Marvaniya P. Foltz Renuka Sindhgatta Bikram Sengupta AI4Ed 14 11 0 25 Feb 2019
Star-Transformer Qipeng Guo Xipeng Qiu Pengfei Liu Yunfan Shao Xiangyang Xue Zheng-Wei Zhang 27 262 0 25 Feb 2019
Text Analysis in Adversarial Settings: Does Deception Leave a Stylistic Trace? Tommi Gröndahl Nadarajah Asokan 28 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 39 56 0 23 Feb 2019
Vector of Locally-Aggregated Word Embeddings (VLAWE): A Novel Document-level Representation Radu Tudor Ionescu Andrei M. Butnaru 12 28 0 23 Feb 2019
Learning protein sequence embeddings using information from structure Tristan Bepler Bonnie Berger 30 286 0 22 Feb 2019
ntuer at SemEval-2019 Task 3: Emotion Classification with Word and Sentence Representations in RCNN Peixiang Zhong Chunyan Miao 30 12 0 21 Feb 2019
CBOW Is Not All You Need: Combining CBOW with the Compositional Matrix Space Model Florian Mai Lukas Galke A. Scherp 23 14 0 18 Feb 2019
An Automated Testing Framework for Conversational Agents Soodeh Atefi Mohammad Amin Alipour 11 5 0 17 Feb 2019
KINN: Incorporating Expert Knowledge in Neural Networks M. A. Chattha Shoaib Ahmed Siddiqui M. I. Malik L. V. Elst Andreas Dengel Sheraz Ahmed 6 6 0 15 Feb 2019
ACTRCE: Augmenting Experience via Teacher's Advice For Multi-Goal Reinforcement Learning Harris Chan Yuhuai Wu J. Kiros Sanja Fidler Jimmy Ba 39 34 0 12 Feb 2019
PAC-Bayes Analysis of Sentence Representation Kento Nozawa Issei Sato 24 3 0 12 Feb 2019
Right for the Wrong Reasons: Diagnosing Syntactic Heuristics in Natural Language Inference R. Thomas McCoy Ellie Pavlick Tal Linzen 69 1,217 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 85 4,282 0 02 Feb 2019
No Training Required: Exploring Random Encoders for Sentence Classification John Wieting Douwe Kiela 32 98 0 29 Jan 2019
Unsupervised speech representation learning using WaveNet autoencoders J. Chorowski Ron J. Weiss Samy Bengio Aaron van den Oord SSL 14 318 0 25 Jan 2019
A Question-Entailment Approach to Question Answering Asma Ben Abacha Dina Demner-Fushman 27 188 0 23 Jan 2019
Sentence transition matrix: An efficient approach that preserves sentence semantics Myeongjun Jang Pilsung Kang 19 2 0 16 Jan 2019
EQUATE: A Benchmark Evaluation Framework for Quantitative Reasoning in Natural Language Inference Abhilasha Ravichander Aakanksha Naik Carolyn Rose Eduard H. Hovy AIMat ELM 22 85 0 11 Jan 2019
Context Aware Machine Learning Yun Zeng 21 3 0 10 Jan 2019
Is it Time to Swish? Comparing Deep Learning Activation Functions Across NLP tasks Steffen Eger Paul Youssef Iryna Gurevych LLMSV 33 76 0 09 Jan 2019
Can You Tell Me How to Get Past Sesame Street? Sentence-Level Pretraining Beyond Language Modeling Alex Jinpeng Wang Jan Hula Patrick Xia R. Pappagari R. Thomas McCoy ... Berlin Chen Benjamin Van Durme Edouard Grave Ellie Pavlick Samuel R. Bowman LRM VLM 20 27 0 28 Dec 2018
Massively Multilingual Sentence Embeddings for Zero-Shot Cross-Lingual Transfer and Beyond Mikel Artetxe Holger Schwenk 3DV 25 999 0 26 Dec 2018
Sequence to Sequence Learning for Query Expansion Salah Zaiem F. Sadat 18 4 0 25 Dec 2018
Multimodal deep learning for short-term stock volatility prediction M. Sardelich S. Manandhar AIFin 14 26 0 25 Dec 2018
RNNs Implicitly Implement Tensor Product Representations R. Thomas McCoy Tal Linzen Ewan Dunbar P. Smolensky 49 54 0 20 Dec 2018
Generating Diverse and Meaningful Captions Annika Lindh R. Ross Abhijit Mahalunkar Giancarlo D. Salton John D. Kelleher VLM 21 10 0 19 Dec 2018