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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Title
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Testing AI on language comprehension tasks reveals insensitivity to underlying meaning Vittoria Dentella Fritz Guenther Elliot Murphy G. Marcus Evelina Leivada ELM 138 32 0 23 Feb 2023
Parallel Sentence-Level Explanation Generation for Real-World Low-Resource Scenarios Yang Liu Xiaokang Chen Qianwen Dai LRM 56 4 0 21 Feb 2023
Improving the Out-Of-Distribution Generalization Capability of Language Models: Counterfactually-Augmented Data is not Enough Caoyun Fan Wenqing Chen Jidong Tian Yitian Li Hao He Yaohui Jin CML OODD 69 3 0 18 Feb 2023
For Generated Text, Is NLI-Neutral Text the Best Text? Michail Mersinias Kyle Mahowald 59 1 0 16 Feb 2023
GLUECons: A Generic Benchmark for Learning Under Constraints Hossein Rajaby Faghihi Aliakbar Nafar Chen Zheng Roshanak Mirzaee Yue Zhang Andrzej Uszok Alexander Wan Tanawan Premsri Dan Roth Parisa Kordjamshidi ELM VLM 108 16 0 16 Feb 2023
EPISODE: Episodic Gradient Clipping with Periodic Resampled Corrections for Federated Learning with Heterogeneous Data M. Crawshaw Yajie Bao Mingrui Liu FedML 87 8 0 14 Feb 2023
Investigating Multi-source Active Learning for Natural Language Inference Ard Snijders Douwe Kiela Katerina Margatina 87 7 0 14 Feb 2023
A Review of the Role of Causality in Developing Trustworthy AI Systems Niloy Ganguly Dren Fazlija Maryam Badar M. Fisichella Sandipan Sikdar ... Koustav Rudra Manolis Koubarakis Gourab K. Patro W. Z. E. Amri Wolfgang Nejdl CML 107 26 0 14 Feb 2023
STREET: A Multi-Task Structured Reasoning and Explanation Benchmark D. Ribeiro Shen Wang Xiaofei Ma He Zhu Rui Dong ... William Yang Wang Zhiheng Huang George Karypis Bing Xiang Dan Roth LRM ReLM 86 23 0 13 Feb 2023
"Why is this misleading?": Detecting News Headline Hallucinations with Explanations Jiaming Shen Jialu Liu Daniel Finnie N. Rahmati Michael Bendersky Marc Najork 57 19 0 12 Feb 2023
Benchmarks for Automated Commonsense Reasoning: A Survey E. Davis ELM LRM 104 63 0 09 Feb 2023
Augmenting NLP data to counter Annotation Artifacts for NLI Tasks Armaan Singh Bhullar 20 0 0 09 Feb 2023
Real-Time Visual Feedback to Guide Benchmark Creation: A Human-and-Metric-in-the-Loop Workflow Anjana Arunkumar Swaroop Mishra Bhavdeep Singh Sachdeva Chitta Baral Chris Bryan 66 0 0 09 Feb 2023
Ordered Memory Baselines Daniel Borisov Matthew D’Iorio Jeffrey Hyacinthe 62 0 0 08 Feb 2023
What do Language Models know about word senses? Zero-Shot WSD with Language Models and Domain Inventories Oscar Sainz Oier López de Lacalle Eneko Agirre German Rigau 86 7 0 07 Feb 2023
Interface Design for Crowdsourcing Hierarchical Multi-Label Text Annotations Rickard Stureborg Bhuwan Dhingra Jun Yang 40 5 0 06 Feb 2023
A Categorical Archive of ChatGPT Failures Ali Borji ELM 169 398 0 06 Feb 2023
KNNs of Semantic Encodings for Rating Prediction Leo Laugier Raghuram Vadapalli Thomas Bonald Lucas Dixon 38 2 0 01 Feb 2023
Fine-Tuning Deteriorates General Textual Out-of-Distribution Detection by Distorting Task-Agnostic Features Sishuo Chen Wenkai Yang Xiaohan Bi Xu Sun OODD 66 15 0 30 Jan 2023
Deep Learning Mental Health Dialogue System L. Brocki George C. Dyer A. Gładka N. C. Chung AI4MH 27 15 0 23 Jan 2023
Rationalization for Explainable NLP: A Survey Sai Gurrapu Ajay Kulkarni Lifu Huang Ismini Lourentzou Laura J. Freeman Feras A. Batarseh 114 35 0 21 Jan 2023
JCSE: Contrastive Learning of Japanese Sentence Embeddings and Its Applications Zihao Chen H. Handa Kimiaki Shirahama 67 2 0 19 Jan 2023
Reversing The Twenty Questions Game Parth Parikh Anisha Gupta 33 1 0 19 Jan 2023
XNLI 2.0: Improving XNLI dataset and performance on Cross Lingual Understanding (XLU) A. Upadhyay Harsit Kumar Upadhya 46 1 0 16 Jan 2023
Transfer learning for conflict and duplicate detection in software requirement pairs G. Malik Savaş Yıldırım Mucahit Cevik A. Bener D. Parikh 61 4 0 09 Jan 2023
ERNIE 3.0 Tiny: Frustratingly Simple Method to Improve Task-Agnostic Distillation Generalization Weixin Liu Xuyi Chen Jiaxiang Liu Shi Feng Yu Sun Hao Tian Hua Wu 99 2 0 09 Jan 2023
Universal Multimodal Representation for Language Understanding Zhuosheng Zhang Kehai Chen Rui Wang Masao Utiyama Eiichiro Sumita Z. Li Hai Zhao SSL 109 22 0 09 Jan 2023
A Survey on In-context Learning Qingxiu Dong Lei Li Damai Dai Ce Zheng Jingyuan Ma ... Zhiyong Wu Baobao Chang Xu Sun Lei Li Zhifang Sui ReLM AIMat 174 547 0 31 Dec 2022
Can NLI Provide Proper Indirect Supervision for Low-resource Biomedical Relation Extraction? Lyne Tchapmi Mingyu Derek Ma Muhao Chen 100 24 0 21 Dec 2022
ImPaKT: A Dataset for Open-Schema Knowledge Base Construction Luke Vilnis Zachary Kenneth Fisher Bhargav Kanagal Patrick C. Murray Sumit Sanghai 79 3 0 21 Dec 2022
ORCA: A Challenging Benchmark for Arabic Language Understanding AbdelRahim Elmadany El Moatez Billah Nagoudi Muhammad Abdul-Mageed ELM 111 47 0 21 Dec 2022
PropSegmEnt: A Large-Scale Corpus for Proposition-Level Segmentation and Entailment Recognition Sihao Chen S. Buthpitiya Alex Fabrikant Dan Roth Tal Schuster 69 25 0 21 Dec 2022
mFACE: Multilingual Summarization with Factual Consistency Evaluation Roee Aharoni Shashi Narayan Joshua Maynez Jonathan Herzig Elizabeth Clark Mirella Lapata HILM 89 47 0 20 Dec 2022
On-the-fly Denoising for Data Augmentation in Natural Language Understanding Tianqing Fang Wenxuan Zhou Fangyu Liu Hongming Zhang Yangqiu Song Muhao Chen 118 1 0 20 Dec 2022
DimonGen: Diversified Generative Commonsense Reasoning for Explaining Concept Relationships Chenzhengyi Liu Jie Huang Kerui Zhu Kevin Chen-Chuan Chang LRM 349 10 0 20 Dec 2022
DISCO: Distilling Counterfactuals with Large Language Models Zeming Chen Qiyue Gao Antoine Bosselut Ashish Sabharwal Kyle Richardson 106 31 0 20 Dec 2022
LAMBADA: Backward Chaining for Automated Reasoning in Natural Language Seyed Mehran Kazemi Najoung Kim Deepti Bhatia Xinyuan Xu Deepak Ramachandran LRM 122 81 0 20 Dec 2022
Generic Temporal Reasoning with Differential Analysis and Explanation Yu Feng Ben Zhou Haoyu Wang H. Jin Dan Roth OOD 134 21 0 20 Dec 2022
Empowering Sentence Encoders with Prompting and Label Retrieval for Zero-shot Text Classification Jimin Hong Jungsoo Park Daeyoung Kim Seongjae Choi Bokyung Son Jaewoo Kang 82 3 0 20 Dec 2022
Self-Adaptive In-Context Learning: An Information Compression Perspective for In-Context Example Selection and Ordering Zhiyong Wu Yaoxiang Wang Jiacheng Ye Lingpeng Kong 138 141 0 20 Dec 2022
In and Out-of-Domain Text Adversarial Robustness via Label Smoothing Yahan Yang Soham Dan Dan Roth Insup Lee 80 5 0 20 Dec 2022
True Detective: A Deep Abductive Reasoning Benchmark Undoable for GPT-3 and Challenging for GPT-4 Maksym Del Mark Fishel RALM ELM ReLM LRM 72 21 0 20 Dec 2022
Optimization Techniques for Unsupervised Complex Table Reasoning via Self-Training Framework Zhenyu Li Xiuxing Li Sunqi Fan Jianyong Wang LMTD 101 6 0 20 Dec 2022
Towards Robustness of Text-to-SQL Models Against Natural and Realistic Adversarial Table Perturbation Xinyu Pi Bin Wang Yan Gao Jiaqi Guo Zhoujun Li Jian-Guang Lou LMTD 102 32 0 20 Dec 2022
One Embedder, Any Task: Instruction-Finetuned Text Embeddings Hongjin Su Weijia Shi Jungo Kasai Yizhong Wang Yushi Hu Mari Ostendorf Wen-tau Yih Noah A. Smith Luke Zettlemoyer Tao Yu 125 305 0 19 Dec 2022
Unnatural Instructions: Tuning Language Models with (Almost) No Human Labor Or Honovich Thomas Scialom Omer Levy Timo Schick ALM 213 374 0 19 Dec 2022
Less is More: Parameter-Free Text Classification with Gzip Zhiying Jiang Matthew Y. R. Yang Mikhail Tsirlin Raphael Tang Jimmy Lin AI4CE 119 9 0 19 Dec 2022