A large annotated corpus for learning natural language inference

21 August 2015

Samuel R. Bowman

Gabor Angeli

Christopher Potts

Christopher D. Manning

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Papers citing "A large annotated corpus for learning natural language inference"

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Distributed NLI: Learning to Predict Human Opinion Distributions for Language Reasoning Xiang Zhou Yixin Nie Joey Tianyi Zhou UQCV 22 28 0 18 Apr 2021
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models Nandan Thakur Nils Reimers Andreas Rucklé Abhishek Srivastava Iryna Gurevych VLM 280 980 0 17 Apr 2021
AMMU : A Survey of Transformer-based Biomedical Pretrained Language Models Katikapalli Subramanyam Kalyan A. Rajasekharan S. Sangeetha LM&MA MedIm 36 164 0 16 Apr 2021
What to Pre-Train on? Efficient Intermediate Task Selection Clifton A. Poth Jonas Pfeiffer Andreas Rucklé Iryna Gurevych 24 95 0 16 Apr 2021
$$Q^{2}$: Evaluating Factual Consistency in Knowledge-Grounded Dialogues via Question Generation and Question Answering$ $Q^{2}$ : Evaluating Factual Consistency in Knowledge-Grounded Dialogues via Question Generation and Question Answering Or Honovich Leshem Choshen Roee Aharoni Ella Neeman Idan Szpektor Omri Abend HILM 36 138 0 16 Apr 2021
Supervising Model Attention with Human Explanations for Robust Natural Language Inference Joe Stacey Yonatan Belinkov Marek Rei 30 45 0 16 Apr 2021
Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence Encoders Fangyu Liu Ivan Vulić Anna Korhonen Nigel Collier VLM OffRL 37 118 0 16 Apr 2021
BERT2Code: Can Pretrained Language Models be Leveraged for Code Search? Abdullah Al Ishtiaq Masum Hasan Md. Mahim Anjum Haque Kazi Sajeed Mehrab Tanveer Muttaqueen Tahmid Hasan Anindya Iqbal Rifat Shahriyar 16 5 0 16 Apr 2021
Generating Datasets with Pretrained Language Models Timo Schick Hinrich Schütze 24 234 0 15 Apr 2021
AR-LSAT: Investigating Analytical Reasoning of Text Wanjun Zhong Siyuan Wang Duyu Tang Zenan Xu Daya Guo Jiahai Wang Jian Yin Ming Zhou Nan Duan ELM 27 42 0 14 Apr 2021
ExplainaBoard: An Explainable Leaderboard for NLP Pengfei Liu Jinlan Fu Yanghua Xiao Weizhe Yuan Shuaichen Chang Junqi Dai Yixin Liu Zihuiwen Ye Zi-Yi Dou Graham Neubig XAI LRM ELM 38 54 0 13 Apr 2021
NLI Data Sanity Check: Assessing the Effect of Data Corruption on Model Performance Aarne Talman Marianna Apidianaki S. Chatzikyriakidis Jörg Tiedemann 33 10 0 10 Apr 2021
Dynabench: Rethinking Benchmarking in NLP Douwe Kiela Max Bartolo Yixin Nie Divyansh Kaushik Atticus Geiger ... Pontus Stenetorp Robin Jia Joey Tianyi Zhou Christopher Potts Adina Williams 29 392 0 07 Apr 2021
Seeing Out of tHe bOx: End-to-End Pre-training for Vision-Language Representation Learning Zhicheng Huang Zhaoyang Zeng Yupan Huang Bei Liu Dongmei Fu Jianlong Fu VLM ViT 51 271 0 07 Apr 2021
What Will it Take to Fix Benchmarking in Natural Language Understanding? Samuel R. Bowman George E. Dahl ELM ALM 32 158 0 05 Apr 2021
Efficient Explanations from Empirical Explainers Robert Schwarzenberg Nils Feldhus Sebastian Möller FAtt 37 9 0 29 Mar 2021
Thinking Aloud: Dynamic Context Generation Improves Zero-Shot Reasoning Performance of GPT-2 Gregor Betz Kyle Richardson Christian Voigt ReLM LRM 26 30 0 24 Mar 2021
CSFCube -- A Test Collection of Computer Science Research Articles for Faceted Query by Example Sheshera Mysore Timothy J. O'Gorman Andrew McCallum Hamed Zamani 34 20 0 24 Mar 2021
Local Interpretations for Explainable Natural Language Processing: A Survey Siwen Luo Hamish Ivison S. Han Josiah Poon MILM 48 48 0 20 Mar 2021
SILT: Efficient transformer training for inter-lingual inference Javier Huertas-Tato Alejandro Martín David Camacho 29 11 0 17 Mar 2021
Get Your Vitamin C! Robust Fact Verification with Contrastive Evidence Tal Schuster Adam Fisch Regina Barzilay 44 228 0 15 Mar 2021
Deep Discourse Analysis for Generating Personalized Feedback in Intelligent Tutor Systems Matt Grenander Robert Belfer E. Kochmar Iulian Serban Franccois St-Hilaire Jackie C.K. Cheung AI4Ed 30 17 0 13 Mar 2021
Syntax-BERT: Improving Pre-trained Transformers with Syntax Trees Jiangang Bai Yujing Wang Yiren Chen Yaming Yang Jing Bai Jiahao Yu Yunhai Tong 45 104 0 07 Mar 2021
Contrastive Explanations for Model Interpretability Alon Jacovi Swabha Swayamdipta Shauli Ravfogel Yanai Elazar Yejin Choi Yoav Goldberg 49 95 0 02 Mar 2021
PADA: Example-based Prompt Learning for on-the-fly Adaptation to Unseen Domains Eyal Ben-David Nadav Oved Roi Reichart VLM OOD 22 89 0 24 Feb 2021
Beyond Fully-Connected Layers with Quaternions: Parameterization of Hypercomplex Multiplications with $1/n$ Parameters Aston Zhang Yi Tay Shuai Zhang Alvin Chan Anh Tuan Luu S. Hui Jie Fu MQ 182 83 0 17 Feb 2021
Multi-turn Dialogue Reading Comprehension with Pivot Turns and Knowledge Zhuosheng Zhang Junlong Li Hai Zhao 42 23 0 10 Feb 2021
Biomedical Question Answering: A Survey of Approaches and Challenges Qiao Jin Zheng Yuan Guangzhi Xiong Qian Yu Huaiyuan Ying Chuanqi Tan Mosha Chen Songfang Huang Xiaozhong Liu Sheng Yu 36 100 0 10 Feb 2021
When Can Models Learn From Explanations? A Formal Framework for Understanding the Roles of Explanation Data Peter Hase Joey Tianyi Zhou XAI 32 87 0 03 Feb 2021
Measuring and Improving Consistency in Pretrained Language Models Yanai Elazar Nora Kassner Shauli Ravfogel Abhilasha Ravichander Eduard H. Hovy Hinrich Schütze Yoav Goldberg HILM 272 348 0 01 Feb 2021
First Align, then Predict: Understanding the Cross-Lingual Ability of Multilingual BERT Benjamin Muller Yanai Elazar Benoît Sagot Djamé Seddah LRM 29 71 0 26 Jan 2021
Muppet: Massive Multi-task Representations with Pre-Finetuning Armen Aghajanyan Anchit Gupta Akshat Shrivastava Xilun Chen Luke Zettlemoyer Sonal Gupta 33 266 0 26 Jan 2021
Exploring Transitivity in Neural NLI Models through Veridicality Hitomi Yanaka K. Mineshima Kentaro Inui 30 23 0 26 Jan 2021
A Hybrid Approach to Measure Semantic Relatedness in Biomedical Concepts Katikapalli Subramanyam Kalyan S. Sangeetha 31 9 0 25 Jan 2021
Learning to Augment for Data-Scarce Domain BERT Knowledge Distillation Lingyun Feng Minghui Qiu Yaliang Li Haitao Zheng Ying Shen 46 10 0 20 Jan 2021
Transformer-Based Models for Question Answering on COVID19 Hillary Ngai Yoona Park John Chen Mahboobeh Parsapoor OOD 27 21 0 16 Jan 2021
SICKNL: A Dataset for Dutch Natural Language Inference G. Wijnholds M. Moortgat 22 25 0 14 Jan 2021
Screen2Vec: Semantic Embedding of GUI Screens and GUI Components Toby Jia-Jun Li Lindsay Popowski Tom Michael Mitchell Brad A. Myers 27 104 0 11 Jan 2021
A More Efficient Chinese Named Entity Recognition base on BERT and Syntactic Analysis Xiao Fu Guijun Zhang 23 1 0 11 Jan 2021
BERT & Family Eat Word Salad: Experiments with Text Understanding Ashim Gupta Giorgi Kvernadze Vivek Srikumar 211 73 0 10 Jan 2021
Polyjuice: Generating Counterfactuals for Explaining, Evaluating, and Improving Models Tongshuang Wu Marco Tulio Ribeiro Jeffrey Heer Daniel S. Weld 60 245 0 01 Jan 2021
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 243 1,930 0 31 Dec 2020
CLEAR: Contrastive Learning for Sentence Representation Zhuofeng Wu Sinong Wang Jiatao Gu Madian Khabsa Fei Sun Hao Ma SSL 33 321 0 31 Dec 2020
Generating Natural Language Attacks in a Hard Label Black Box Setting Rishabh Maheshwary Saket Maheshwary Vikram Pudi AAML 30 103 0 29 Dec 2020
Universal Sentence Representation Learning with Conditional Masked Language Model Ziyi Yang Yinfei Yang Daniel Cer Jax Law Eric F. Darve SSL 24 57 0 28 Dec 2020
SG-Net: Syntax Guided Transformer for Language Representation Zhuosheng Zhang Yuwei Wu Junru Zhou Sufeng Duan Hai Zhao Rui Wang 51 36 0 27 Dec 2020
Fine-grained Emotion and Intent Learning in Movie Dialogues A. Welivita Yubo Xie P. Pu 42 6 0 25 Dec 2020
LOREN: Logic-Regularized Reasoning for Interpretable Fact Verification Jiangjie Chen Qiaoben Bao Changzhi Sun Xinbo Zhang Jiaze Chen Hao Zhou Yanghua Xiao Lei Li LRM 63 31 0 25 Dec 2020
LIREx: Augmenting Language Inference with Relevant Explanation Xinyan Zhao V. Vydiswaran LRM 36 38 0 16 Dec 2020
R $^2$ -Net: Relation of Relation Learning Network for Sentence Semantic Matching Kun Zhang Le Wu Guangyi Lv Meng Wang Enhong Chen Shulan Ruan 32 20 0 16 Dec 2020