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
Zero-Shot Learners for Natural Language Understanding via a Unified Multiple Choice Perspective Ping Yang Junjie Wang Ruyi Gan Xinyu Zhu Lin Zhang Ziwei Wu Xinyu Gao Jiaxing Zhang Tetsuya Sakai BDL 73 27 0 16 Oct 2022
Knowledge Prompting in Pre-trained Language Model for Natural Language Understanding Jiadong Wang Wenkang Huang Qiuhui Shi Hongbin Wang Minghui Qiu Xiang Li Ming Gao KELM VLM 105 20 0 16 Oct 2022
Sentence Representation Learning with Generative Objective rather than Contrastive Objective Bohong Wu Hai Zhao SSL 80 10 0 16 Oct 2022
Improving Semantic Matching through Dependency-Enhanced Pre-trained Model with Adaptive Fusion Jian Song Di Liang Rumei Li Yun Li Sirui Wang Minlong Peng Wei Wu Yongxin Yu 75 12 0 16 Oct 2022
TestAug: A Framework for Augmenting Capability-based NLP Tests Guanqun Yang Mirazul Haque Qiaochu Song Wei Yang Xueqing Liu ELM 70 0 0 14 Oct 2022
MiQA: A Benchmark for Inference on Metaphorical Questions Iulia Comsa Julian Martin Eisenschlos S. Narayanan 59 11 0 14 Oct 2022
A Survey of Parameters Associated with the Quality of Benchmarks in NLP Swaroop Mishra Anjana Arunkumar Chris Bryan Chitta Baral 107 1 0 14 Oct 2022
Watermarking Pre-trained Language Models with Backdooring Chenxi Gu Chengsong Huang Xiaoqing Zheng Kai-Wei Chang Cho-Jui Hsieh WaLM 80 51 0 14 Oct 2022
Holistic Sentence Embeddings for Better Out-of-Distribution Detection Sishuo Chen Xiaohan Bi Rundong Gao Xu Sun OODD 87 4 0 14 Oct 2022
Transparency Helps Reveal When Language Models Learn Meaning Zhaofeng Wu William Merrill Hao Peng Iz Beltagy Noah A. Smith 63 10 0 14 Oct 2022
Benchmarking Long-tail Generalization with Likelihood Splits Ameya Godbole Robin Jia ALM 81 9 0 13 Oct 2022
OpenCQA: Open-ended Question Answering with Charts Shankar Kantharaj Do Xuan Long Rixie Tiffany Ko Leong J. Tan Enamul Hoque Shafiq Joty 85 56 0 12 Oct 2022
Are Sample-Efficient NLP Models More Robust? Nelson F. Liu Ananya Kumar Percy Liang Robin Jia VLM OOD 76 6 0 12 Oct 2022
On Text Style Transfer via Style Masked Language Models Sharan Narasimhan P. Shekar Suvodip Dey M. Desarkar 63 0 0 12 Oct 2022
Task Compass: Scaling Multi-task Pre-training with Task Prefix Zhuosheng Zhang Shuohang Wang Yichong Xu Yuwei Fang Wenhao Yu Yang Liu Han Zhao Chenguang Zhu Michael Zeng SSL LRM 82 16 0 12 Oct 2022
Measuring and Improving Semantic Diversity of Dialogue Generation Seungju Han Beomsu Kim Buru Chang 90 17 0 11 Oct 2022
A Kernel-Based View of Language Model Fine-Tuning Sadhika Malladi Alexander Wettig Dingli Yu Danqi Chen Sanjeev Arora VLM 168 73 0 11 Oct 2022
Model Cascading: Towards Jointly Improving Efficiency and Accuracy of NLP Systems Neeraj Varshney Chitta Baral 92 31 0 11 Oct 2022
Rethinking the Event Coding Pipeline with Prompt Entailment C. Lefebvre Niklas Stoehr 82 6 0 11 Oct 2022
Detecting Backdoors in Deep Text Classifiers Youyan Guo Jun Wang Trevor Cohn SILM 99 1 0 11 Oct 2022
REV: Information-Theoretic Evaluation of Free-Text Rationales Hanjie Chen Faeze Brahman Xiang Ren Yangfeng Ji Yejin Choi Swabha Swayamdipta 163 24 0 10 Oct 2022
CORE: A Retrieve-then-Edit Framework for Counterfactual Data Generation Tanay Dixit Bhargavi Paranjape Hannaneh Hajishirzi Luke Zettlemoyer SyDa 216 27 0 10 Oct 2022
Uncertainty Quantification with Pre-trained Language Models: A Large-Scale Empirical Analysis Yuxin Xiao Paul Pu Liang Umang Bhatt Willie Neiswanger Ruslan Salakhutdinov Louis-Philippe Morency 293 100 0 10 Oct 2022
Language Models Are Poor Learners of Directional Inference Tianyi Li Mohammad Javad Hosseini Sabine Weber Mark Steedman 75 11 0 10 Oct 2022
Quantifying Social Biases Using Templates is Unreliable P. Seshadri Pouya Pezeshkpour Sameer Singh 100 35 0 09 Oct 2022
DABERT: Dual Attention Enhanced BERT for Semantic Matching Sirui Wang Di Liang Jian Song Yun Li Wei Wu 95 18 0 07 Oct 2022
InferES : A Natural Language Inference Corpus for Spanish Featuring Negation-Based Contrastive and Adversarial Examples Venelin Kovatchev Mariona Taulé 80 4 0 06 Oct 2022
State-of-the-art generalisation research in NLP: A taxonomy and review Dieuwke Hupkes Mario Giulianelli Verna Dankers Mikel Artetxe Yanai Elazar ... Leila Khalatbari Maria Ryskina Rita Frieske Ryan Cotterell Zhijing Jin 313 103 0 06 Oct 2022
Improving the Sample Efficiency of Prompt Tuning with Domain Adaptation Xu Guo Boyang Albert Li Han Yu VLM 126 24 0 06 Oct 2022
BootAug: Boosting Text Augmentation via Hybrid Instance Filtering Framework Heng Yang Ke Li 107 7 0 06 Oct 2022
Revisiting Structured Dropout Yiren Zhao Oluwatomisin Dada Xitong Gao Robert D. Mullins BDL 83 2 0 05 Oct 2022
Text Characterization Toolkit Daniel Simig Tianlu Wang Verna Dankers Peter Henderson Khuyagbaatar Batsuren Dieuwke Hupkes Mona T. Diab 69 0 0 04 Oct 2022
Learning to Drop Out: An Adversarial Approach to Training Sequence VAEs Ðorðe Miladinovic Kumar Shridhar Kushal Kumar Jain Max B. Paulus J. M. Buhmann Mrinmaya Sachan Carl Allen DRL 125 5 0 26 Sep 2022
Can We Automate the Analysis of Online Child Sexual Exploitation Discourse? Darren Cook Miri Zilka Heidi DeSandre S. Giles Adrian Weller S. Maskell 81 1 0 25 Sep 2022
Towards Faithful Model Explanation in NLP: A Survey Qing Lyu Marianna Apidianaki Chris Callison-Burch XAI 254 129 0 22 Sep 2022
WeLM: A Well-Read Pre-trained Language Model for Chinese Hui Su Xiao Zhou Houjin Yu Xiaoyu Shen Yuwen Chen Zilin Zhu Yang Yu Jie Zhou 97 23 0 21 Sep 2022
Non-Linguistic Supervision for Contrastive Learning of Sentence Embeddings Yiren Jian Chongyang Gao Soroush Vosoughi SSL 105 15 0 20 Sep 2022
Automatic Label Sequence Generation for Prompting Sequence-to-sequence Models Zichun Yu Tianyu Gao Zhengyan Zhang Yankai Lin Zhiyuan Liu Maosong Sun Jie Zhou VLM LRM 66 1 0 20 Sep 2022
LAVIS: A Library for Language-Vision Intelligence Dongxu Li Junnan Li Hung Le Guangsen Wang Silvio Savarese Guosheng Lin VLM 195 57 0 15 Sep 2022
Sequence Learning Using Equilibrium Propagation Malyaban Bal Abhronil Sengupta 115 9 0 14 Sep 2022
Classical Sequence Match is a Competitive Few-Shot One-Class Learner Mengting Hu H. Gao Yinhao Bai Mingming Liu 72 0 0 14 Sep 2022
Don't Judge a Language Model by Its Last Layer: Contrastive Learning with Layer-Wise Attention Pooling Dongsuk Oh Yejin Kim Hodong Lee Huimin Huang Heu-Jeoung Lim 92 11 0 13 Sep 2022
DoubleMix: Simple Interpolation-Based Data Augmentation for Text Classification Hui Chen Wei Han Diyi Yang Soujanya Poria 69 14 0 12 Sep 2022
Testing Pre-trained Language Models' Understanding of Distributivity via Causal Mediation Analysis Pangbo Ban Yifan Jiang Tianran Liu Shane Steinert-Threlkeld 112 4 0 11 Sep 2022
SSL-WM: A Black-Box Watermarking Approach for Encoders Pre-trained by Self-supervised Learning Peizhuo Lv Pan Li Shenchen Zhu Shengzhi Zhang Kai Chen ... Fan Xiang Yuling Cai Hualong Ma Yingjun Zhang Guozhu Meng AAML 103 8 0 08 Sep 2022
Investigating Reasons for Disagreement in Natural Language Inference Nan-Jiang Jiang M. Marneffe 77 27 0 07 Sep 2022
INTERACTION: A Generative XAI Framework for Natural Language Inference Explanations Jialin Yu Alexandra I. Cristea Anoushka Harit Zhongtian Sun O. Aduragba Lei Shi Noura Al Moubayed 78 11 0 02 Sep 2022
FOLIO: Natural Language Reasoning with First-Order Logic Simeng Han Hailey Schoelkopf Yilun Zhao Zhenting Qi Martin Riddell ... Yingbo Zhou Caiming Xiong Rex Ying Arman Cohan Dragomir R. Radev ReLM LRM 159 112 0 02 Sep 2022
Efficient Methods for Natural Language Processing: A Survey Marcos Vinícius Treviso Ji-Ung Lee Tianchu Ji Betty van Aken Qingqing Cao ... Emma Strubell Niranjan Balasubramanian Leon Derczynski Iryna Gurevych Roy Schwartz 185 115 0 31 Aug 2022
Let Me Check the Examples: Enhancing Demonstration Learning via Explicit Imitation Sirui Wang Kaiwen Wei Hongzhi Zhang Yun Li Wei Wu 68 3 0 31 Aug 2022