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
A Second look at Exponential and Cosine Step Sizes: Simplicity, Adaptivity, and Performance Xiaoyun Li Zhenxun Zhuang Francesco Orabona 35 18 0 12 Feb 2020
Forecasting adverse surgical events using self-supervised transfer learning for physiological signals Hugh Chen Scott M. Lundberg G. Erion Jerry H. Kim Su-In Lee AI4TS 31 3 0 12 Feb 2020
Incorporating Visual Semantics into Sentence Representations within a Grounded Space Patrick Bordes Éloi Zablocki Laure Soulier Benjamin Piwowarski Patrick Gallinari 18 26 0 07 Feb 2020
Geosocial Location Classification: Associating Type to Places Based on Geotagged Social-Media Posts Elad Kravi B. Kimelfeld Y. Kanza Roi Reichart 27 2 0 05 Feb 2020
Self-Adversarial Learning with Comparative Discrimination for Text Generation Wangchunshu Zhou Tao Ge Ke Xu Furu Wei Ming Zhou 8 20 0 31 Jan 2020
Structural-Aware Sentence Similarity with Recursive Optimal Transport Zihao Wang Yong Zhang Hao Wu OT 6 5 0 28 Jan 2020
Multi-level Head-wise Match and Aggregation in Transformer for Textual Sequence Matching Shuohang Wang Yunshi Lan Yi Tay Jing Jiang Jingjing Liu ViT 32 7 0 20 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 19 4 0 16 Jan 2020
Online Similarity Learning with Feedback for Invoice Line Item Matching Chandresh Kumar Maurya Neelamadhav Gantayat Sampath Dechu Tomáš Horváth 14 3 0 02 Jan 2020
What Does My QA Model Know? Devising Controlled Probes using Expert Knowledge Kyle Richardson Ashish Sabharwal 27 45 0 31 Dec 2019
Encoding word order in complex embeddings Benyou Wang Donghao Zhao Christina Lioma Qiuchi Li Peng Zhang J. Simonsen 19 111 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 21 55 0 23 Dec 2019
Improving Interpretability of Word Embeddings by Generating Definition and Usage Haitong Zhang Yongping Du Jiaxin Sun Qingxia Li 11 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 36 28 0 11 Dec 2019
Neural Machine Translation: A Review and Survey Felix Stahlberg 3DV AI4TS MedIm 33 313 0 04 Dec 2019
COSTRA 1.0: A Dataset of Complex Sentence Transformations P. Barancíková Ondrej Bojar 24 7 0 03 Dec 2019
Fiction Sentence Expansion and Enhancement via Focused Objective and Novelty Curve Sampling Yuri Safovich A. Azaria 17 7 0 02 Dec 2019
Multi-Scale Self-Attention for Text Classification Qipeng Guo Xipeng Qiu Pengfei Liu Xiangyang Xue Zheng-Wei Zhang ViT 13 62 0 02 Dec 2019
Deconstructing and reconstructing word embedding algorithms Edward Newell Kian Kenyon-Dean Jackie C.K. Cheung 39 4 0 29 Nov 2019
Information-Geometric Set Embeddings (IGSE): From Sets to Probability Distributions Ke Sun Frank Nielsen GAN 22 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 30 0 0 26 Nov 2019
Few-Shot Knowledge Graph Completion Chuxu Zhang Huaxiu Yao Chao Huang Meng Jiang Z. Li Nitesh Chawla 16 195 0 26 Nov 2019
Towards robust word embeddings for noisy texts Yerai Doval Jesús Vilares Carlos Gómez-Rodríguez 17 8 0 25 Nov 2019
Classification as Decoder: Trading Flexibility for Control in Medical Dialogue Sam Shleifer Manish Chablani A. Kannan Namit Katariya X. Amatriain BDL MedIm 19 0 0 16 Nov 2019
Generating Persona Consistent Dialogues by Exploiting Natural Language Inference Haoyu Song Weinan Zhang Jingwen Hu Ting Liu 29 73 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 29 45 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 19 315 0 13 Nov 2019
Character-based NMT with Transformer Rohit Gupta Laurent Besacier Marc Dymetman Matthias Gallé 24 23 0 12 Nov 2019
On Posterior Collapse and Encoder Feature Dispersion in Sequence VAEs Teng Long Yanshuai Cao Jackie C.K. Cheung 22 6 0 10 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 32 0 0 10 Nov 2019
A Bilingual Generative Transformer for Semantic Sentence Embedding John Wieting Graham Neubig Taylor Berg-Kirkpatrick 32 28 0 10 Nov 2019
r/Fakeddit: A New Multimodal Benchmark Dataset for Fine-grained Fake News Detection Kai Nakamura Sharon Levy Wenjie Wang 19 122 0 10 Nov 2019
Sentence Meta-Embeddings for Unsupervised Semantic Textual Similarity Nina Poerner Ulli Waltinger Hinrich Schütze AI4TS 27 20 0 09 Nov 2019
Conditioned Query Generation for Task-Oriented Dialogue Systems Stéphane dÁscoli A. Coucke F. Caltagirone A. Caulier Marc Lelarge 24 2 0 09 Nov 2019
Deep Transfer Learning for Thermal Dynamics Modeling in Smart Buildings Zhanhong Jiang Young M. Lee AI4CE 25 19 0 08 Nov 2019
Discrete Argument Representation Learning for Interactive Argument Pair Identification Lu Ji Zhongyu Wei Jing Li Qi Zhang Xuanjing Huang 29 15 0 05 Nov 2019
MRNN: A Multi-Resolution Neural Network with Duplex Attention for Document Retrieval in the Context of Question Answering Tolgahan Cakaloglu Xiaowei Xu 8 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 37 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 51 980 0 31 Oct 2019
Transfer Learning from Transformers to Fake News Challenge Stance Detection (FNC-1) Task Valeriya Slovikovskaya 24 41 0 31 Oct 2019
Sentence Embeddings for Russian NLU Dmitry Popov Alexander Pugachev Polina Svyatokum Elizaveta Svitanko Ekaterina Artemova 28 1 0 29 Oct 2019
Evaluation of Sentence Representations in Polish Slawomir Dadas Michal Perelkiewicz Rafal Poswiata 33 13 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 144 19,578 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 29 43 0 21 Oct 2019
Leveraging Hierarchical Representations for Preserving Privacy and Utility in Text Oluwaseyi Feyisetan Tom Diethe Thomas Drake 29 74 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 33 41 0 19 Oct 2019
Universal Text Representation from BERT: An Empirical Study Xiaofei Ma Zhiguo Wang Patrick Ng Ramesh Nallapati Bing Xiang OOD 24 66 0 17 Oct 2019
Learning Analogy-Preserving Sentence Embeddings for Answer Selection Aissatou Diallo Markus Zopf J. Fuernkranz CVBM 11 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 19 72 0 10 Oct 2019
In Search for Linear Relations in Sentence Embedding Spaces P. Barancíková Ondrej Bojar DML 24 8 0 08 Oct 2019