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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
Supervising Model Attention with Human Explanations for Robust Natural Language Inference Joe Stacey Yonatan Belinkov Marek Rei 75 48 0 16 Apr 2021
Towards Variable-Length Textual Adversarial Attacks Junliang Guo Zhirui Zhang Linlin Zhang Linli Xu Boxing Chen Enhong Chen Weihua Luo AAML 162 6 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 126 121 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 45 5 0 16 Apr 2021
Probing Across Time: What Does RoBERTa Know and When? Leo Z. Liu Yizhong Wang Jungo Kasai Hannaneh Hajishirzi Noah A. Smith KELM 114 88 0 16 Apr 2021
How to Train BERT with an Academic Budget Peter Izsak Moshe Berchansky Omer Levy 145 119 0 15 Apr 2021
Gradient-based Adversarial Attacks against Text Transformers Chuan Guo Alexandre Sablayrolles Hervé Jégou Douwe Kiela SILM 165 248 0 15 Apr 2021
Planning with Learned Entity Prompts for Abstractive Summarization Shashi Narayan Yao-Min Zhao Joshua Maynez Gonçalo Simões Vitaly Nikolaev Ryan T. McDonald LRM 94 121 0 15 Apr 2021
Hierarchical Learning for Generation with Long Source Sequences T. Rohde Xiaoxia Wu Yinhan Liu BDL VLM 76 56 0 15 Apr 2021
Generating Datasets with Pretrained Language Models Timo Schick Hinrich Schütze 178 235 0 15 Apr 2021
Effect of Post-processing on Contextualized Word Representations Hassan Sajjad Firoj Alam Fahim Dalvi Nadir Durrani 61 9 0 15 Apr 2021
XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation Sebastian Ruder Noah Constant Jan A. Botha Aditya Siddhant Orhan Firat ... Pengfei Liu Junjie Hu Dan Garrette Graham Neubig Melvin Johnson ELM AAML LRM 97 190 0 15 Apr 2021
Consistency Training with Virtual Adversarial Discrete Perturbation Jungsoo Park Gyuwan Kim Jaewoo Kang 76 15 0 15 Apr 2021
Does Putting a Linguist in the Loop Improve NLU Data Collection? Alicia Parrish William Huang Omar Agha Soo-hwan Lee Nikita Nangia Alex Warstadt Karmanya Aggarwal Emily Allaway Tal Linzen Samuel R. Bowman 117 40 0 15 Apr 2021
Annealing Knowledge Distillation A. Jafari Mehdi Rezagholizadeh Pranav Sharma A. Ghodsi 98 79 0 14 Apr 2021
TSDAE: Using Transformer-based Sequential Denoising Auto-Encoder for Unsupervised Sentence Embedding Learning Kexin Wang Nils Reimers Iryna Gurevych 149 189 0 14 Apr 2021
Sentence Embeddings by Ensemble Distillation Fredrik Carlsson Magnus Sahlgren 21 1 0 14 Apr 2021
Masked Language Modeling and the Distributional Hypothesis: Order Word Matters Pre-training for Little Koustuv Sinha Robin Jia Dieuwke Hupkes J. Pineau Adina Williams Douwe Kiela 137 249 0 14 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 137 44 0 14 Apr 2021
Targeted Adversarial Training for Natural Language Understanding L. Pereira Xiaodong Liu Hao Cheng Hoifung Poon Jianfeng Gao Ichiro Kobayashi 65 12 0 12 Apr 2021
Fine-tuning Encoders for Improved Monolingual and Zero-shot Polylingual Neural Topic Modeling Aaron Mueller Mark Dredze 66 13 0 11 Apr 2021
$Cross-Lingual Word Embedding Refinement by $\ell_{1}$ Norm Optimisation$ Cross-Lingual Word Embedding Refinement by $\ell_{1}$ Norm Optimisation Xu Lin Chenghua Lin Mark Stevenson 44 13 0 11 Apr 2021
Adversarial Regularization as Stackelberg Game: An Unrolled Optimization Approach Simiao Zuo Chen Liang Haoming Jiang Xiaodong Liu Pengcheng He Jianfeng Gao Weizhu Chen T. Zhao 129 9 0 11 Apr 2021
NLI Data Sanity Check: Assessing the Effect of Data Corruption on Model Performance Aarne Talman Marianna Apidianaki S. Chatzikyriakidis Jörg Tiedemann 49 10 0 10 Apr 2021
Fool Me Twice: Entailment from Wikipedia Gamification Julian Martin Eisenschlos Bhuwan Dhingra Jannis Bulian Benjamin Borschinger Jordan L. Boyd-Graber 96 48 0 10 Apr 2021
Adapting Language Models for Zero-shot Learning by Meta-tuning on Dataset and Prompt Collections Ruiqi Zhong Kristy Lee Zheng Zhang Dan Klein 173 173 0 10 Apr 2021
Incorporating External Knowledge to Enhance Tabular Reasoning J. Neeraja Vivek Gupta Vivek Srikumar LMTD 48 39 0 09 Apr 2021
An Empirical Comparison of Instance Attribution Methods for NLP Pouya Pezeshkpour Sarthak Jain Byron C. Wallace Sameer Singh TDI 122 35 0 09 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 218 411 0 07 Apr 2021
AmbiFC: Fact-Checking Ambiguous Claims with Evidence Max Glockner Ieva Staliunaite James Thorne Gisela Vallejo Andreas Vlachos Iryna Gurevych 118 30 0 01 Apr 2021
Retraining DistilBERT for a Voice Shopping Assistant by Using Universal Dependencies P. Jayarao Arpit Sharma 64 2 0 29 Mar 2021
Whitening Sentence Representations for Better Semantics and Faster Retrieval Jianlin Su Jiarun Cao Weijie Liu Yangyiwen Ou 82 305 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 94 31 0 24 Mar 2021
UNICORN on RAINBOW: A Universal Commonsense Reasoning Model on a New Multitask Benchmark Nicholas Lourie Ronan Le Bras Chandra Bhagavatula Yejin Choi LRM 108 140 0 24 Mar 2021
NaturalProofs: Mathematical Theorem Proving in Natural Language Sean Welleck Jiacheng Liu Ronan Le Bras Hannaneh Hajishirzi Yejin Choi Kyunghyun Cho AIMat 98 69 0 24 Mar 2021
Complementary Evidence Identification in Open-Domain Question Answering Xiangyang Mou Mo Yu Shiyu Chang Yufei Feng Li Zhang Hui Su 63 2 0 22 Mar 2021
Cost-effective Deployment of BERT Models in Serverless Environment Katarína Benesová Andrej Svec Marek Suppa 61 2 0 19 Mar 2021
GLM: General Language Model Pretraining with Autoregressive Blank Infilling Zhengxiao Du Yujie Qian Xiao Liu Ming Ding J. Qiu Zhilin Yang Jie Tang BDL AI4CE 162 1,568 0 18 Mar 2021
SILT: Efficient transformer training for inter-lingual inference Javier Huertas-Tato Alejandro Martín David Camacho 61 11 0 17 Mar 2021
Code-Mixing on Sesame Street: Dawn of the Adversarial Polyglots Samson Tan Shafiq Joty AAML 98 36 0 17 Mar 2021
Robustly Optimized and Distilled Training for Natural Language Understanding Haytham ElFadeel Stanislav Peshterliev VLM OffRL 37 1 0 16 Mar 2021
Get Your Vitamin C! Robust Fact Verification with Contrastive Evidence Tal Schuster Adam Fisch Regina Barzilay 114 239 0 15 Mar 2021
How Many Data Points is a Prompt Worth? Teven Le Scao Alexander M. Rush VLM 208 303 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 50 17 0 13 Mar 2021
Continual Learning for Recurrent Neural Networks: an Empirical Evaluation Andrea Cossu Antonio Carta Vincenzo Lomonaco D. Bacciu CLL 104 111 0 12 Mar 2021
Towards Interpreting and Mitigating Shortcut Learning Behavior of NLU Models Mengnan Du Varun Manjunatha R. Jain Ruchi Deshpande Franck Dernoncourt Jiuxiang Gu Tong Sun Helen Zhou 110 107 0 11 Mar 2021
ENTRUST: Argument Reframing with Language Models and Entailment Tuhin Chakrabarty Christopher Hidey Smaranda Muresan 71 13 0 11 Mar 2021
Conversational Answer Generation and Factuality for Reading Comprehension Question-Answering Stanislav Peshterliev Barlas Oğuz Debojeet Chatterjee Hakan Inan Vikas Bhardwaj 39 4 0 11 Mar 2021
Towards Multi-Sense Cross-Lingual Alignment of Contextual Embeddings Linlin Liu Thien Hai Nguyen Shafiq Joty Lidong Bing Luo Si 105 5 0 11 Mar 2021
Split Computing and Early Exiting for Deep Learning Applications: Survey and Research Challenges Yoshitomo Matsubara Marco Levorato Francesco Restuccia 133 215 0 08 Mar 2021