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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
Language-agnostic BERT Sentence Embedding Fangxiaoyu Feng Yinfei Yang Daniel Cer N. Arivazhagan Wei Wang 217 921 0 03 Jul 2020
Evaluation of Text Generation: A Survey Asli Celikyilmaz Elizabeth Clark Jianfeng Gao ELM LM&MA 173 389 0 26 Jun 2020
A novel sentence embedding based topic detection method for micro-blog Cong Wan Shan Jiang Cuirong Wang Cong Wang Changming Xu Xianxia Chen Ying Yuan 36 5 0 10 Jun 2020
Probing Neural Dialog Models for Conversational Understanding Abdelrhman Saleh Tovly Deutsch Stephen Casper Yonatan Belinkov Stuart M. Shieber 65 13 0 07 Jun 2020
A Cross-Task Analysis of Text Span Representations Shubham Toshniwal Freda Shi Bowen Shi Lingyu Gao Karen Livescu Kevin Gimpel 88 36 0 06 Jun 2020
DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations John Giorgi Osvald Nitski Bo Wang Gary D. Bader SSL 170 499 0 05 Jun 2020
Temporal Aggregate Representations for Long-Range Video Understanding Fadime Sener Dipika Singhania Angela Yao AI4TS 79 7 0 01 Jun 2020
Machine Learning-Based Unbalance Detection of a Rotating Shaft Using Vibration Data Oliver Mey Willi Neudeck André Schneider Olaf Enge-Rosenblatt 62 30 0 26 May 2020
Comparative Study of Machine Learning Models and BERT on SQuAD Devshree Patel Param Raval Ratnam Parikh Yesha Shastri 20 7 0 22 May 2020
Learning Probabilistic Sentence Representations from Paraphrases Mingda Chen Kevin Gimpel 32 2 0 16 May 2020
A Report on the 2020 Sarcasm Detection Shared Task Debanjan Ghosh Avijit Vajpayee Smaranda Muresan 66 61 0 12 May 2020
Towards Robustifying NLI Models Against Lexical Dataset Biases Xiang Zhou Joey Tianyi Zhou 69 58 0 10 May 2020
Probing Linguistic Systematicity Emily Goodwin Koustuv Sinha Timothy J. O'Donnell 151 58 0 08 May 2020
Crossing Variational Autoencoders for Answer Retrieval Wenhao Yu Lingfei Wu Qingkai Zeng S. Tao Yu Deng Meng Jiang DRL RALM OOD BDL 66 15 0 06 May 2020
Neural CRF Model for Sentence Alignment in Text Simplification Chao Jiang Mounica Maddela Wuwei Lan Yang Zhong Wenyuan Xu 116 162 0 05 May 2020
From Arguments to Key Points: Towards Automatic Argument Summarization Roy Bar-Haim Lilach Eden Roni Friedman Yoav Kantor Dan Lahav Noam Slonim 72 107 0 04 May 2020
Improving Aspect-Level Sentiment Analysis with Aspect Extraction Navonil Majumder Rishabh Bhardwaj Soujanya Poria Amir Zadeh Alexander Gelbukh Amir Hussain Louis-Philippe Morency 64 31 0 03 May 2020
KLEJ: Comprehensive Benchmark for Polish Language Understanding Piotr Rybak Robert Mroczkowski Janusz Tracz Ireneusz Gawlik ELM 73 84 0 01 May 2020
Learning an Unreferenced Metric for Online Dialogue Evaluation Koustuv Sinha Prasanna Parthasarathi Jasmine Wang Ryan J. Lowe William L. Hamilton Joelle Pineau OffRL 89 84 0 01 May 2020
Sparse, Dense, and Attentional Representations for Text Retrieval Y. Luan Jacob Eisenstein Kristina Toutanova M. Collins 92 410 0 01 May 2020
Progressively Pretrained Dense Corpus Index for Open-Domain Question Answering Wenhan Xiong Hong Wang Wenjie Wang RALM 93 17 0 30 Apr 2020
Improving Factual Consistency Between a Response and Persona Facts Mohsen Mesgar Edwin Simpson Iryna Gurevych HILM 80 6 0 30 Apr 2020
Word Rotator's Distance Sho Yokoi Ryo Takahashi Reina Akama Jun Suzuki Kentaro Inui OT 75 59 0 30 Apr 2020
TextAttack: A Framework for Adversarial Attacks, Data Augmentation, and Adversarial Training in NLP John X. Morris Eli Lifland Jin Yong Yoo J. E. Grigsby Di Jin Yanjun Qi SILM 143 70 0 29 Apr 2020
General Purpose Text Embeddings from Pre-trained Language Models for Scalable Inference Jingfei Du Myle Ott Haoran Li Xing Zhou Veselin Stoyanov AI4CE 71 10 0 29 Apr 2020
Reference and Document Aware Semantic Evaluation Methods for Korean Language Summarization Dongyub Lee M. Shin Taesun Whang Seung Woo Cho Byeongil Ko Daniel Lee EungGyun Kim Jaechoon Jo 95 13 0 29 Apr 2020
Filtering Noisy Dialogue Corpora by Connectivity and Content Relatedness Reina Akama Sho Yokoi Jun Suzuki Kentaro Inui 47 0 0 29 Apr 2020
Knowledgeable Dialogue Reading Comprehension on Key Turns Junlong Li Zhuosheng Zhang Hai Zhao 78 1 0 29 Apr 2020
BURT: BERT-inspired Universal Representation from Twin Structure Yian Li Hai Zhao 44 0 0 29 Apr 2020
Scheduled DropHead: A Regularization Method for Transformer Models Wangchunshu Zhou Tao Ge Ke Xu Furu Wei Ming Zhou 64 36 0 28 Apr 2020
New Protocols and Negative Results for Textual Entailment Data Collection Samuel R. Bowman J. Palomaki Livio Baldini Soares Emily Pitler 77 7 0 24 Apr 2020
Making Monolingual Sentence Embeddings Multilingual using Knowledge Distillation Nils Reimers Iryna Gurevych 130 1,035 0 21 Apr 2020
Avoiding the Hypothesis-Only Bias in Natural Language Inference via Ensemble Adversarial Training Joe Stacey Pasquale Minervini Haim Dubossarsky Sebastian Riedel Tim Rocktaschel AI4CE 79 8 0 16 Apr 2020
SPECTER: Document-level Representation Learning using Citation-informed Transformers Arman Cohan Sergey Feldman Iz Beltagy Doug Downey Daniel S. Weld AI4TS 177 563 0 15 Apr 2020
Beyond Fine-tuning: Few-Sample Sentence Embedding Transfer Siddhant Garg Rohit Kumar Sharma Yingyu Liang 82 4 0 10 Apr 2020
KorNLI and KorSTS: New Benchmark Datasets for Korean Natural Language Understanding Jiyeon Ham Yo Joong Choe Kyubyong Park Ilji Choi Hyungjoon Soh 69 78 0 07 Apr 2020
Are Natural Language Inference Models IMPPRESsive? Learning IMPlicature and PRESupposition Paloma Jeretic Alex Warstadt Suvrat Bhooshan Adina Williams ReLM AI4CE 72 118 0 07 Apr 2020
Generating Rationales in Visual Question Answering Hammad A. Ayyubi Md. Mehrab Tanjim Julian McAuley G. Cottrell LRM 47 6 0 04 Apr 2020
Information Leakage in Embedding Models Congzheng Song A. Raghunathan MIACV 98 275 0 31 Mar 2020
A Survey on Contextual Embeddings Qi Liu Matt J. Kusner Phil Blunsom 278 151 0 16 Mar 2020
CompLex: A New Corpus for Lexical Complexity Prediction from Likert Scale Data Matthew Shardlow Michael Cooper Marcos Zampieri 77 80 0 16 Mar 2020
HypoNLI: Exploring the Artificial Patterns of Hypothesis-only Bias in Natural Language Inference Tianyu Liu Xin Zheng Baobao Chang Zhifang Sui 128 24 0 05 Mar 2020
Claim Check-Worthiness Detection as Positive Unlabelled Learning Dustin Wright Isabelle Augenstein 102 6 0 05 Mar 2020
Learning to Select Bi-Aspect Information for Document-Scale Text Content Manipulation Xiaocheng Feng Yawei Sun Bing Qin Heng Gong Yibo Sun Wei Bi Xiaojiang Liu Ting Liu 46 5 0 24 Feb 2020
Efficient Sentence Embedding via Semantic Subspace Analysis Bin Wang Fenxiao Chen Yun Cheng Wang C.-C. Jay Kuo 65 10 0 22 Feb 2020
On the impressive performance of randomly weighted encoders in summarization tasks Jonathan Pilault Jaehong Park C. Pal BDL 77 5 0 21 Feb 2020
Gradient-Based Adversarial Training on Transformer Networks for Detecting Check-Worthy Factual Claims Kevin Meng Damian Jimenez Fatma Arslan J. Devasier Daniel Obembe Chengkai Li 77 16 0 18 Feb 2020
SBERT-WK: A Sentence Embedding Method by Dissecting BERT-based Word Models Bin Wang C.-C. Jay Kuo 69 156 0 16 Feb 2020
TwinBERT: Distilling Knowledge to Twin-Structured BERT Models for Efficient Retrieval Wenhao Lu Jian Jiao Ruofei Zhang 67 50 0 14 Feb 2020
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