Title
SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding SystemsNeural Information Processing Systems (NeurIPS), 2019 Alex Jinpeng Wang Yada Pruksachatkun Nikita Nangia Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 648 2,576 0 02 May 2019
Model Comparison for Semantic GroupingInternational Conference on Machine Learning (ICML), 2019 Francisco Vargas Kamen Brestnichki Nils Y. Hammerla 121 1 0 30 Apr 2019
Don't Settle for Average, Go for the Max: Fuzzy Sets and Max-Pooled Word VectorsInternational Conference on Learning Representations (ICLR), 2019 V. Zhelezniak Aleksandar Savkov April Shen Francesco Moramarco Jack Flann Nils Y. Hammerla 116 41 0 30 Apr 2019
Continual Learning for Sentence Representations Using Conceptors Tianlin Liu Lyle Ungar João Sedoc CLL 139 54 0 18 Apr 2019
Gating Mechanisms for Combining Character and Word-level Word Representations: An Empirical Study Jorge A. Balazs Y. Matsuo AI4CE NAI 124 3 0 11 Apr 2019
Scalable Cross-Lingual Transfer of Neural Sentence Embeddings Hanan Aldarmaki Mona T. Diab 94 3 0 11 Apr 2019
The Effect of Downstream Classification Tasks for Evaluating Sentence Embeddings P. Potash 79 0 0 03 Apr 2019
Learning semantic sentence representations from visually grounded language without lexical knowledge Danny Merkx S. Frank SSL 91 13 0 27 Mar 2019
Efficient Contextual Representation Learning Without Softmax Layer Liunian Harold Li Patrick H. Chen Cho-Jui Hsieh Kai-Wei Chang 107 6 0 28 Feb 2019
Learned In Speech Recognition: Contextual Acoustic Word Embeddings Shruti Palaskar Vikas Raunak Florian Metze 90 17 0 18 Feb 2019
CBOW Is Not All You Need: Combining CBOW with the Compositional Matrix Space Model Florian Mai Lukas Galke A. Scherp 128 15 0 18 Feb 2019
No Training Required: Exploring Random Encoders for Sentence ClassificationInternational Conference on Learning Representations (ICLR), 2019 John Wieting Douwe Kiela 218 101 0 29 Jan 2019
Cross-lingual Language Model Pretraining Guillaume Lample Alexis Conneau 831 2,883 0 22 Jan 2019
RNNs Implicitly Implement Tensor Product Representations R. Thomas McCoy Tal Linzen Ewan Dunbar P. Smolensky 129 58 0 20 Dec 2018
Generating Diverse and Meaningful Captions Annika Lindh R. Ross Abhijit Mahalunkar Giancarlo D. Salton John D. Kelleher VLM 137 11 0 19 Dec 2018
Investigating the Effects of Word Substitution Errors on Sentence EmbeddingsIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2018 Rohit Voleti J. Liss Visar Berisha 168 13 0 16 Nov 2018
Learning Semantic Representations for Novel Words: Leveraging Both Form and ContextAAAI Conference on Artificial Intelligence (AAAI), 2018 Timo Schick Hinrich Schütze AI4TS NAI 143 35 0 09 Nov 2018
Multilingual NMT with a language-independent attention bridge Ananda Sreenidhi Alessandro Raganato Jörg Tiedemann Mathias Creutz 152 46 0 01 Nov 2018
Learning Cross-Lingual Sentence Representations via a Multi-task Dual-Encoder Model Muthuraman Chidambaram Yinfei Yang Daniel Cer Steve Yuan Yun-hsuan Sung B. Strope R. Kurzweil SSL 250 126 0 30 Oct 2018
Learning Finer-class Networks for Universal Representations Julien Girard-Satabin Y. Tamaazousti Hervé Le Borgne C´eline Hudelot SSL OOD 188 4 0 04 Oct 2018
Improving Sentence Representations with Consensus Maximisation Shuai Tang V. D. Sa SSL AI4TS 224 4 0 02 Oct 2018
Learning Robust, Transferable Sentence Representations for Text Classification Wasi Uddin Ahmad Xueying Bai Nanyun Peng Kai-Wei Chang AI4TS OOD 115 5 0 28 Sep 2018
Learning and Evaluating Sparse Interpretable Sentence Embeddings V. Trifonov O. Ganea Anna Potapenko Thomas Hofmann 124 21 0 23 Sep 2018
Paraphrase Detection on Noisy Subtitles in Six Languages Eetu Sjöblom Mathias Creutz Mikko Aulamo 75 14 0 21 Sep 2018
XNLI: Evaluating Cross-lingual Sentence Representations Alexis Conneau Guillaume Lample Ruty Rinott Adina Williams Samuel R. Bowman Holger Schwenk Veselin Stoyanov ELM 305 1,510 0 13 Sep 2018
Context Mover's Distance & Barycenters: Optimal Transport of Contexts for Building Representations Sidak Pal Singh Andreas Hug Hadrien Hendrikx Martin Jaggi OT 238 27 0 29 Aug 2018
Sentence Embeddings in NLI with Iterative Refinement Encoders Aarne Talman Anssi Yli-Jyrä Jörg Tiedemann AI4TS 132 41 0 27 Aug 2018
Lexicosyntactic Inference in Neural Models Aaron Steven White Rachel Rudinger Kyle Rawlins Benjamin Van Durme 154 38 0 19 Aug 2018
Unsupervised Learning of Sentence Representations Using Sequence Consistency Siddhartha Brahma SSL 149 8 0 10 Aug 2018
Evaluation of sentence embeddings in downstream and linguistic probing tasks C. Perone Roberto Silveira Thomas S. Paula ELM 152 160 0 16 Jun 2018
Do Better ImageNet Models Transfer Better? Simon Kornblith Jonathon Shlens Quoc V. Le OOD MLT 443 1,433 0 23 May 2018
Improved Sentence Modeling using Suffix Bidirectional LSTM Siddhartha Brahma 151 26 0 18 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 599 943 0 03 May 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 1.6K 7,949 0 20 Apr 2018
Learning More Universal Representations for Transfer-LearningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2017 Y. Tamaazousti Hervé Le Borgne C´eline Hudelot Abdalgader Abubaker M. Tamaazousti OOD SSL 192 60 0 27 Dec 2017
Simple and Effective Dimensionality Reduction for Word Embeddings Vikas Raunak 182 110 0 11 Aug 2017
Learning Visually Grounded Sentence Representations Douwe Kiela Alexis Conneau Allan Jabri Maximilian Nickel SSL 159 72 0 19 Jul 2017
Supervised Learning of Universal Sentence Representations from Natural Language Inference Data Alexis Conneau Douwe Kiela Holger Schwenk Loïc Barrault Antoine Bordes AI4TS SSL 742 2,172 0 05 May 2017

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Cited By

SentEval: An Evaluation Toolkit for Universal Sentence Representations

International Conference on Language Resources and Evaluation (LREC), 2018

14 March 2018

Alexis Conneau

Douwe Kiela

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Papers citing "SentEval: An Evaluation Toolkit for Universal Sentence Representations"

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Title
SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding SystemsNeural Information Processing Systems (NeurIPS), 2019 Alex Jinpeng Wang Yada Pruksachatkun Nikita Nangia Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 648 2,576 0 02 May 2019
Model Comparison for Semantic GroupingInternational Conference on Machine Learning (ICML), 2019 Francisco Vargas Kamen Brestnichki Nils Y. Hammerla 121 1 0 30 Apr 2019
Don't Settle for Average, Go for the Max: Fuzzy Sets and Max-Pooled Word VectorsInternational Conference on Learning Representations (ICLR), 2019 V. Zhelezniak Aleksandar Savkov April Shen Francesco Moramarco Jack Flann Nils Y. Hammerla 116 41 0 30 Apr 2019
Continual Learning for Sentence Representations Using Conceptors Tianlin Liu Lyle Ungar João Sedoc CLL 139 54 0 18 Apr 2019
Gating Mechanisms for Combining Character and Word-level Word Representations: An Empirical Study Jorge A. Balazs Y. Matsuo AI4CE NAI 124 3 0 11 Apr 2019
Scalable Cross-Lingual Transfer of Neural Sentence Embeddings Hanan Aldarmaki Mona T. Diab 94 3 0 11 Apr 2019
The Effect of Downstream Classification Tasks for Evaluating Sentence Embeddings P. Potash 79 0 0 03 Apr 2019
Learning semantic sentence representations from visually grounded language without lexical knowledge Danny Merkx S. Frank SSL 91 13 0 27 Mar 2019
Efficient Contextual Representation Learning Without Softmax Layer Liunian Harold Li Patrick H. Chen Cho-Jui Hsieh Kai-Wei Chang 107 6 0 28 Feb 2019
Learned In Speech Recognition: Contextual Acoustic Word Embeddings Shruti Palaskar Vikas Raunak Florian Metze 90 17 0 18 Feb 2019
CBOW Is Not All You Need: Combining CBOW with the Compositional Matrix Space Model Florian Mai Lukas Galke A. Scherp 128 15 0 18 Feb 2019
No Training Required: Exploring Random Encoders for Sentence ClassificationInternational Conference on Learning Representations (ICLR), 2019 John Wieting Douwe Kiela 218 101 0 29 Jan 2019
Cross-lingual Language Model Pretraining Guillaume Lample Alexis Conneau 831 2,883 0 22 Jan 2019
RNNs Implicitly Implement Tensor Product Representations R. Thomas McCoy Tal Linzen Ewan Dunbar P. Smolensky 129 58 0 20 Dec 2018
Generating Diverse and Meaningful Captions Annika Lindh R. Ross Abhijit Mahalunkar Giancarlo D. Salton John D. Kelleher VLM 137 11 0 19 Dec 2018
Investigating the Effects of Word Substitution Errors on Sentence EmbeddingsIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2018 Rohit Voleti J. Liss Visar Berisha 168 13 0 16 Nov 2018
Learning Semantic Representations for Novel Words: Leveraging Both Form and ContextAAAI Conference on Artificial Intelligence (AAAI), 2018 Timo Schick Hinrich Schütze AI4TS NAI 143 35 0 09 Nov 2018
Multilingual NMT with a language-independent attention bridge Ananda Sreenidhi Alessandro Raganato Jörg Tiedemann Mathias Creutz 152 46 0 01 Nov 2018
Learning Cross-Lingual Sentence Representations via a Multi-task Dual-Encoder Model Muthuraman Chidambaram Yinfei Yang Daniel Cer Steve Yuan Yun-hsuan Sung B. Strope R. Kurzweil SSL 250 126 0 30 Oct 2018
Learning Finer-class Networks for Universal Representations Julien Girard-Satabin Y. Tamaazousti Hervé Le Borgne C´eline Hudelot SSL OOD 188 4 0 04 Oct 2018
Improving Sentence Representations with Consensus Maximisation Shuai Tang V. D. Sa SSL AI4TS 224 4 0 02 Oct 2018
Learning Robust, Transferable Sentence Representations for Text Classification Wasi Uddin Ahmad Xueying Bai Nanyun Peng Kai-Wei Chang AI4TS OOD 115 5 0 28 Sep 2018
Learning and Evaluating Sparse Interpretable Sentence Embeddings V. Trifonov O. Ganea Anna Potapenko Thomas Hofmann 124 21 0 23 Sep 2018
Paraphrase Detection on Noisy Subtitles in Six Languages Eetu Sjöblom Mathias Creutz Mikko Aulamo 75 14 0 21 Sep 2018
XNLI: Evaluating Cross-lingual Sentence Representations Alexis Conneau Guillaume Lample Ruty Rinott Adina Williams Samuel R. Bowman Holger Schwenk Veselin Stoyanov ELM 305 1,510 0 13 Sep 2018
Context Mover's Distance & Barycenters: Optimal Transport of Contexts for Building Representations Sidak Pal Singh Andreas Hug Hadrien Hendrikx Martin Jaggi OT 238 27 0 29 Aug 2018
Sentence Embeddings in NLI with Iterative Refinement Encoders Aarne Talman Anssi Yli-Jyrä Jörg Tiedemann AI4TS 132 41 0 27 Aug 2018
Lexicosyntactic Inference in Neural Models Aaron Steven White Rachel Rudinger Kyle Rawlins Benjamin Van Durme 154 38 0 19 Aug 2018
Unsupervised Learning of Sentence Representations Using Sequence Consistency Siddhartha Brahma SSL 149 8 0 10 Aug 2018
Evaluation of sentence embeddings in downstream and linguistic probing tasks C. Perone Roberto Silveira Thomas S. Paula ELM 152 160 0 16 Jun 2018
Do Better ImageNet Models Transfer Better? Simon Kornblith Jonathon Shlens Quoc V. Le OOD MLT 443 1,433 0 23 May 2018
Improved Sentence Modeling using Suffix Bidirectional LSTM Siddhartha Brahma 151 26 0 18 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 599 943 0 03 May 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 1.6K 7,949 0 20 Apr 2018
Learning More Universal Representations for Transfer-LearningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2017 Y. Tamaazousti Hervé Le Borgne C´eline Hudelot Abdalgader Abubaker M. Tamaazousti OOD SSL 192 60 0 27 Dec 2017
Simple and Effective Dimensionality Reduction for Word Embeddings Vikas Raunak 182 110 0 11 Aug 2017
Learning Visually Grounded Sentence Representations Douwe Kiela Alexis Conneau Allan Jabri Maximilian Nickel SSL 159 72 0 19 Jul 2017
Supervised Learning of Universal Sentence Representations from Natural Language Inference Data Alexis Conneau Douwe Kiela Holger Schwenk Loïc Barrault Antoine Bordes AI4TS SSL 742 2,172 0 05 May 2017

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