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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
Keyphrase Extraction with Span-based Feature Representations Funan Mu Zhenting Yu Lifeng Wang Yequan Wang Qingyu Yin Yibo Sun Liqun Liu Teng Ma Jing Tang Xing Zhou 83 17 0 13 Feb 2020
Incorporating Visual Semantics into Sentence Representations within a Grounded Space Patrick Bordes Éloi Zablocki Laure Soulier Benjamin Piwowarski Patrick Gallinari 55 26 0 07 Feb 2020
Self-Adversarial Learning with Comparative Discrimination for Text Generation Wangchunshu Zhou Tao Ge Ke Xu Furu Wei Ming Zhou 66 20 0 31 Jan 2020
Structural-Aware Sentence Similarity with Recursive Optimal Transport Zihao Wang Yong Zhang Hao Wu OT 20 5 0 28 Jan 2020
User-in-the-loop Adaptive Intent Detection for Instructable Digital Assistant Nicolas Lair Clément Delgrange David Mugisha Jean-Michel Dussoux Pierre-Yves Oudeyer Peter Ford Dominey 76 4 0 16 Jan 2020
Online Similarity Learning with Feedback for Invoice Line Item Matching Chandresh Kumar Maurya Neelamadhav Gantayat Sampath Dechu Tomáš Horváth 37 3 0 02 Jan 2020
Encoding word order in complex embeddings Benyou Wang Donghao Zhao Christina Lioma Qiuchi Li Peng Zhang J. Simonsen 104 114 0 27 Dec 2019
TextNAS: A Neural Architecture Search Space tailored for Text Representation Yujing Wang Yaming Yang Yiren Chen Jing Bai Ce Zhang Guinan Su Xiaoyu Kou Yunhai Tong Mao Yang Lidong Zhou 87 57 0 23 Dec 2019
Improving Interpretability of Word Embeddings by Generating Definition and Usage Haitong Zhang Yongping Du Jiaxin Sun Qingxia Li 45 15 0 12 Dec 2019
BERT has a Moral Compass: Improvements of ethical and moral values of machines P. Schramowski Cigdem Turan Sophie F. Jentzsch Constantin Rothkopf Kristian Kersting FaML LM&Ro 67 30 0 11 Dec 2019
Neural Machine Translation: A Review and Survey Felix Stahlberg 3DV AI4TS MedIm 148 332 0 04 Dec 2019
COSTRA 1.0: A Dataset of Complex Sentence Transformations P. Barancíková Ondrej Bojar 55 7 0 03 Dec 2019
Fiction Sentence Expansion and Enhancement via Focused Objective and Novelty Curve Sampling Yuri Safovich A. Azaria 60 7 0 02 Dec 2019
Multi-Scale Self-Attention for Text Classification Qipeng Guo Xipeng Qiu Pengfei Liu Xiangyang Xue Zheng Zhang ViT 77 64 0 02 Dec 2019
Deconstructing and reconstructing word embedding algorithms Edward Newell Kian Kenyon-Dean Jackie C.K. Cheung 76 4 0 29 Nov 2019
Information-Geometric Set Embeddings (IGSE): From Sets to Probability Distributions Ke Sun Frank Nielsen GAN 94 4 0 27 Nov 2019
"You might also like this model": Data Driven Approach for Recommending Deep Learning Models for Unknown Image Datasets Ameya Prabhu Riddhiman Dasgupta A. Sankaran Srikanth G. Tamilselvam Senthil Mani 52 0 0 26 Nov 2019
Few-Shot Knowledge Graph Completion Chuxu Zhang Huaxiu Yao Chao Huang Meng Jiang Z. Li Nitesh Chawla 61 206 0 26 Nov 2019
Generating Persona Consistent Dialogues by Exploiting Natural Language Inference Haoyu Song Weinan Zhang Jingwen Hu Ting Liu 115 75 0 14 Nov 2019
What do you mean, BERT? Assessing BERT as a Distributional Semantics Model Timothee Mickus Denis Paperno Mathieu Constant Kees van Deemter 86 46 0 13 Nov 2019
Learning Relationships between Text, Audio, and Video via Deep Canonical Correlation for Multimodal Language Analysis Zhongkai Sun P. Sarma W. Sethares Yingyu Liang 98 328 0 13 Nov 2019
Character-based NMT with Transformer Rohit Gupta Laurent Besacier Marc Dymetman Matthias Gallé 96 24 0 12 Nov 2019
Contract Discovery: Dataset and a Few-Shot Semantic Retrieval Challenge with Competitive Baselines Łukasz Borchmann Dawid Wisniewski Andrzej Gretkowski Izabela Kosmala Dawid Jurkiewicz Lukasz Szalkiewicz Gabriela Pałka Karol Kaczmarek Agnieszka Kaliska Filip Graliñski AILaw 54 0 0 10 Nov 2019
A Bilingual Generative Transformer for Semantic Sentence Embedding John Wieting Graham Neubig Taylor Berg-Kirkpatrick 82 29 0 10 Nov 2019
r/Fakeddit: A New Multimodal Benchmark Dataset for Fine-grained Fake News Detection Kai Nakamura Sharon Levy Wenjie Wang 101 125 0 10 Nov 2019
Sentence Meta-Embeddings for Unsupervised Semantic Textual Similarity Nina Poerner Ulli Waltinger Hinrich Schütze AI4TS 199 20 0 09 Nov 2019
Deep Transfer Learning for Thermal Dynamics Modeling in Smart Buildings Zhanhong Jiang Young M. Lee AI4CE 42 19 0 08 Nov 2019
MRNN: A Multi-Resolution Neural Network with Duplex Attention for Document Retrieval in the Context of Question Answering Tolgahan Cakaloglu Xiaowei Xu 99 2 0 03 Nov 2019
Active $^2$ Learning: Actively reducing redundancies in Active Learning methods for Sequence Tagging and Machine Translation Rishi Hazra Parag Dutta Shubham Gupta Mohammed Abdul Qaathir Ambedkar Dukkipati VLM 45 0 0 01 Nov 2019
Adversarial NLI: A New Benchmark for Natural Language Understanding Yixin Nie Adina Williams Emily Dinan Joey Tianyi Zhou Jason Weston Douwe Kiela 255 1,014 0 31 Oct 2019
Transfer Learning from Transformers to Fake News Challenge Stance Detection (FNC-1) Task Valeriya Slovikovskaya 60 42 0 31 Oct 2019
Evaluation of Sentence Representations in Polish Slawomir Dadas Michal Perelkiewicz Rafal Poswiata 188 16 0 25 Oct 2019
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 1.1K 20,462 0 23 Oct 2019
Discovering the Compositional Structure of Vector Representations with Role Learning Networks Paul Soulos R. Thomas McCoy Tal Linzen P. Smolensky CoGe 132 44 0 21 Oct 2019
Leveraging Hierarchical Representations for Preserving Privacy and Utility in Text Oluwaseyi Feyisetan Tom Diethe Thomas Drake 71 75 0 20 Oct 2019
MonaLog: a Lightweight System for Natural Language Inference Based on Monotonicity Hai Hu Qi Chen Kyle Richardson A. Mukherjee L. Moss Sandra Kübler 76 41 0 19 Oct 2019
Learning Analogy-Preserving Sentence Embeddings for Answer Selection Aissatou Diallo Markus Zopf J. Fuernkranz CVBM 27 14 0 11 Oct 2019
Multi-label Categorization of Accounts of Sexism using a Neural Framework Pulkit Parikh Harika Abburi Pinkesh Badjatiya Radhika Krishnan Niyati Chhaya Manish Gupta Vasudeva Varma 78 73 0 10 Oct 2019
Correlations between Word Vector Sets V. Zhelezniak April Shen Dan Busbridge Aleksandar Savkov Nils Y. Hammerla 71 9 0 07 Oct 2019
Distilling BERT into Simple Neural Networks with Unlabeled Transfer Data Subhabrata Mukherjee Ahmed Hassan Awadallah 93 25 0 04 Oct 2019
Simple and Effective Paraphrastic Similarity from Parallel Translations John Wieting Kevin Gimpel Graham Neubig Taylor Berg-Kirkpatrick 92 49 0 30 Sep 2019
Regressing Word and Sentence Embeddings for Regularization of Neural Machine Translation Inigo Jauregi Unanue E. Z. Borzeshi Massimo Piccardi AI4TS 53 0 0 30 Sep 2019
Probing Natural Language Inference Models through Semantic Fragments Kyle Richardson Hai Hu L. Moss Ashish Sabharwal 98 149 0 16 Sep 2019
Beyond BLEU: Training Neural Machine Translation with Semantic Similarity John Wieting Taylor Berg-Kirkpatrick Kevin Gimpel Graham Neubig AAML 91 168 0 14 Sep 2019
Addressing Semantic Drift in Question Generation for Semi-Supervised Question Answering Shiyue Zhang Joey Tianyi Zhou 77 140 0 13 Sep 2019
End-to-End Bias Mitigation by Modelling Biases in Corpora Rabeeh Karimi Mahabadi Yonatan Belinkov James Henderson 154 181 0 13 Sep 2019
Sequence-to-sequence Pre-training with Data Augmentation for Sentence Rewriting Yi Zhang Tao Ge Furu Wei Ming Zhou Xu Sun 84 19 0 13 Sep 2019
A Deep Learning-Based Approach for Measuring the Domain Similarity of Persian Texts Hossein Keshavarz Shohreh Tabatabayi Seifi M. Izadi 47 2 0 12 Sep 2019
UER: An Open-Source Toolkit for Pre-training Models Zhe Zhao Hui Chen Jinbin Zhang Xin Zhao Tao Liu Wei Lu Xi Chen Haotang Deng Qi Ju Xiaoyong Du 87 115 0 12 Sep 2019
Deep learning with sentence embeddings pre-trained on biomedical corpora improves the performance of finding similar sentences in electronic medical records Qingyu Chen Jingcheng Du Sun Kim W. Wilbur Zhiyong Lu 49 25 0 06 Sep 2019