A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference

18 April 2017

Papers citing "A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference"

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Title
SGPT: GPT Sentence Embeddings for Semantic Search Niklas Muennighoff RALM 40 178 0 17 Feb 2022
Revisiting Over-smoothing in BERT from the Perspective of Graph Han Shi Jiahui Gao Hang Xu Xiaodan Liang Zhenguo Li Lingpeng Kong Stephen M. S. Lee James T. Kwok 35 72 0 17 Feb 2022
Decorrelate Irrelevant, Purify Relevant: Overcome Textual Spurious Correlations from a Feature Perspective Shihan Dou Rui Zheng Ting Wu Songyang Gao Junjie Shan Qi Zhang Yueming Wu Xuanjing Huang 54 8 0 16 Feb 2022
No One Left Behind: Inclusive Federated Learning over Heterogeneous Devices Ruixuan Liu Fangzhao Wu Chuhan Wu Yanlin Wang Lingjuan Lyu Hong Chen Xing Xie FedML 27 70 0 16 Feb 2022
Should You Mask 15% in Masked Language Modeling? Alexander Wettig Tianyu Gao Zexuan Zhong Danqi Chen CVBM 42 163 0 16 Feb 2022
Revisiting Parameter-Efficient Tuning: Are We Really There Yet? Guanzheng Chen Fangyu Liu Zaiqiao Meng Shangsong Liang 31 90 0 16 Feb 2022
Enhancing Cross-lingual Prompting with Dual Prompt Augmentation Meng Zhou Xin Li Yuechun Jiang Lidong Bing LRM 55 5 0 15 Feb 2022
Repairing the Cracked Foundation: A Survey of Obstacles in Evaluation Practices for Generated Text Sebastian Gehrmann Elizabeth Clark Thibault Sellam ELM AI4CE 93 185 0 14 Feb 2022
Semantic Matching from Different Perspectives Weijie Liu Tao Zhu Weiquan Mao Zhe Zhao Weigang Guo Xuefeng Yang Qi Ju 26 0 0 14 Feb 2022
Scaling Laws Under the Microscope: Predicting Transformer Performance from Small Scale Experiments Maor Ivgi Y. Carmon Jonathan Berant 29 17 0 13 Feb 2022
Ultra-fine Entity Typing with Indirect Supervision from Natural Language Inference Bangzheng Li Wenpeng Yin Muhao Chen 40 29 0 12 Feb 2022
Predicting Out-of-Distribution Error with the Projection Norm Yaodong Yu Zitong Yang Alexander Wei Yi-An Ma Jacob Steinhardt OODD 30 43 0 11 Feb 2022
AdaPrompt: Adaptive Model Training for Prompt-based NLP Yulong Chen Yang Liu Li Dong Shuohang Wang Chenguang Zhu Michael Zeng Yue Zhang VLM 66 45 0 10 Feb 2022
Generating Training Data with Language Models: Towards Zero-Shot Language Understanding Yu Meng Jiaxin Huang Yu Zhang Jiawei Han SyDa 38 230 0 09 Feb 2022
What are the best systems? New perspectives on NLP Benchmarking Pierre Colombo Nathan Noiry Ekhine Irurozki Stephan Clémençon 40 28 0 08 Feb 2022
Survey of Hallucination in Natural Language Generation Ziwei Ji Nayeon Lee Rita Frieske Tiezheng Yu D. Su ... Delong Chen Wenliang Dai Ho Shu Chan Andrea Madotto Pascale Fung HILM LRM 101 2,301 0 08 Feb 2022
data2vec: A General Framework for Self-supervised Learning in Speech, Vision and Language Alexei Baevski Wei-Ning Hsu Qiantong Xu Arun Babu Jiatao Gu Michael Auli SSL VLM ViT 37 844 0 07 Feb 2022
Nonparametric Uncertainty Quantification for Single Deterministic Neural Network Nikita Kotelevskii A. Artemenkov Kirill Fedyanin Fedor Noskov Alexander Fishkov Artem Shelmanov Artem Vazhentsev Aleksandr Petiushko Maxim Panov UQCV BDL 56 27 0 07 Feb 2022
Comparison and Combination of Sentence Embeddings Derived from Different Supervision Signals Hayato Tsukagoshi Ryohei Sasano Koichi Takeda 30 8 0 07 Feb 2022
Evaluating natural language processing models with generalization metrics that do not need access to any training or testing data Yaoqing Yang Ryan Theisen Liam Hodgkinson Joseph E. Gonzalez Kannan Ramchandran Charles H. Martin Michael W. Mahoney 97 18 0 06 Feb 2022
No Parameters Left Behind: Sensitivity Guided Adaptive Learning Rate for Training Large Transformer Models Chen Liang Haoming Jiang Simiao Zuo Pengcheng He Xiaodong Liu Jianfeng Gao Weizhu Chen T. Zhao 30 14 0 06 Feb 2022
Zero-Shot Aspect-Based Sentiment Analysis Lei Shu Hu Xu Bing-Quan Liu Jiahua Chen 42 14 0 04 Feb 2022
Relative Position Prediction as Pre-training for Text Encoders Rickard Brüel-Gabrielsson Chris Scarvelis 47 1 0 02 Feb 2022
GatorTron: A Large Clinical Language Model to Unlock Patient Information from Unstructured Electronic Health Records Xi Yang Aokun Chen Nima M. Pournejatian Hoo-Chang Shin Kaleb E. Smith ... Duane A. Mitchell W. Hogan E. Shenkman Jiang Bian Yonghui Wu AI4MH LM&MA 47 520 0 02 Feb 2022
Robust Training of Neural Networks Using Scale Invariant Architectures Zhiyuan Li Srinadh Bhojanapalli Manzil Zaheer Sashank J. Reddi Surinder Kumar 34 27 0 02 Feb 2022
Active Learning Over Multiple Domains in Natural Language Tasks Shayne Longpre Julia Reisler E. G. Huang Yi Lu Andrew J. Frank Nikhil Ramesh Chris DuBois OOD 45 13 0 01 Feb 2022
Provable Domain Generalization via Invariant-Feature Subspace Recovery Haoxiang Wang Haozhe Si Yue Liu Han Zhao OOD 85 33 0 30 Jan 2022
AutoDistil: Few-shot Task-agnostic Neural Architecture Search for Distilling Large Language Models Dongkuan Xu Subhabrata Mukherjee Xiaodong Liu Debadeepta Dey Wenhui Wang Xiang Zhang Ahmed Hassan Awadallah Jianfeng Gao 38 4 0 29 Jan 2022
Describing Differences between Text Distributions with Natural Language Ruiqi Zhong Charles Burton Snell Dan Klein Jacob Steinhardt VLM 146 42 0 28 Jan 2022
Using DeepSpeed and Megatron to Train Megatron-Turing NLG 530B, A Large-Scale Generative Language Model Shaden Smith M. Patwary Brandon Norick P. LeGresley Samyam Rajbhandari ... Mohammad Shoeybi Yuxiong He Michael Houston Saurabh Tiwary Bryan Catanzaro MoE 103 735 0 28 Jan 2022
Grad2Task: Improved Few-shot Text Classification Using Gradients for Task Representation Jixuan Wang Kuan-Chieh Wang Frank Rudzicz M. Brudno VLM 38 21 0 27 Jan 2022
Reasoning Like Program Executors Xinyu Pi Qian Liu Bei Chen Morteza Ziyadi Zeqi Lin Qiang Fu Yan Gao Jian-Guang Lou Weizhu Chen ReLM LRM 258 52 0 27 Jan 2022
Pair-Level Supervised Contrastive Learning for Natural Language Inference Shuang Li Xuming Hu Li Lin Lijie Wen 32 29 0 26 Jan 2022
Do Transformers Encode a Foundational Ontology? Probing Abstract Classes in Natural Language Mael Jullien Marco Valentino André Freitas 29 9 0 25 Jan 2022
Text and Code Embeddings by Contrastive Pre-Training Arvind Neelakantan Tao Xu Raul Puri Alec Radford Jesse Michael Han ... Tabarak Khan Toki Sherbakov Joanne Jang Peter Welinder Lilian Weng SSL AI4TS 243 429 0 24 Jan 2022
Black-box Prompt Learning for Pre-trained Language Models Shizhe Diao Zhichao Huang Ruijia Xu Xuechun Li Yong Lin Xiao Zhou Tong Zhang VLM AAML 46 68 0 21 Jan 2022
Cheating Automatic Short Answer Grading: On the Adversarial Usage of Adjectives and Adverbs Anna Filighera Sebastian Ochs Tim Steuer Thomas Tregel AAML 22 11 0 20 Jan 2022
TextHacker: Learning based Hybrid Local Search Algorithm for Text Hard-label Adversarial Attack Zhen Yu Xiaosen Wang Wanxiang Che Kun He AAML 32 15 0 20 Jan 2022
Uncovering More Shallow Heuristics: Probing the Natural Language Inference Capacities of Transformer-Based Pre-Trained Language Models Using Syllogistic Patterns Reto Gubelmann Siegfried Handschuh ReLM LRM 51 6 0 19 Jan 2022
Natural Language Deduction through Search over Statement Compositions Kaj Bostrom Zayne Sprague Swarat Chaudhuri Greg Durrett ReLM LRM 32 46 0 16 Jan 2022
WANLI: Worker and AI Collaboration for Natural Language Inference Dataset Creation Alisa Liu Swabha Swayamdipta Noah A. Smith Yejin Choi 99 214 0 16 Jan 2022
How Does Data Corruption Affect Natural Language Understanding Models? A Study on GLUE datasets Aarne Talman Marianna Apidianaki S. Chatzikyriakidis Jörg Tiedemann ELM 42 0 0 12 Jan 2022
Polish Natural Language Inference and Factivity -- an Expert-based Dataset and Benchmarks Daniel Ziembicki Anna Wróblewska Karolina Seweryn 35 1 0 10 Jan 2022
Black-Box Tuning for Language-Model-as-a-Service Tianxiang Sun Yunfan Shao Hong Qian Xuanjing Huang Xipeng Qiu VLM 85 258 0 10 Jan 2022
Latency Adjustable Transformer Encoder for Language Understanding Sajjad Kachuee M. Sharifkhani 44 0 0 10 Jan 2022
Does Entity Abstraction Help Generative Transformers Reason? Nicolas Angelard-Gontier Siva Reddy C. Pal 39 5 0 05 Jan 2022
ZeroBERTo: Leveraging Zero-Shot Text Classification by Topic Modeling Alexandre Alcoforado Thomas Palmeira Ferraz R. Gerber Enzo Bustos A. Oliveira Bruno Veloso Fabio Levy Siqueira A. H. R. Costa VLM 62 22 0 04 Jan 2022
Semantic Search for Large Scale Clinical Ontologies Duy-Hoa Ngo Madonna Kemp Donna L. Truran Bevan Koopman Alejandro Metke-Jimenez VLM 23 2 0 01 Jan 2022
LINDA: Unsupervised Learning to Interpolate in Natural Language Processing Yekyung Kim Seohyeong Jeong Kyunghyun Cho 49 8 0 28 Dec 2021
Distilling the Knowledge of Romanian BERTs Using Multiple Teachers Andrei-Marius Avram Darius Catrina Dumitru-Clementin Cercel Mihai Dascualu Traian Rebedea Vasile Puaics Dan Tufics 32 12 0 23 Dec 2021