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
AMMU : A Survey of Transformer-based Biomedical Pretrained Language Models Katikapalli Subramanyam Kalyan A. Rajasekharan S. Sangeetha LM&MA MedIm 34 164 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
Supervising Model Attention with Human Explanations for Robust Natural Language Inference Joe Stacey Yonatan Belinkov Marek Rei 30 45 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 81 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 37 117 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 14 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 16 80 0 16 Apr 2021
How to Train BERT with an Academic Budget Peter Izsak Moshe Berchansky Omer Levy 23 114 0 15 Apr 2021
Gradient-based Adversarial Attacks against Text Transformers Chuan Guo Alexandre Sablayrolles Hervé Jégou Douwe Kiela SILM 106 230 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 22 116 0 15 Apr 2021
Hierarchical Learning for Generation with Long Source Sequences T. Rohde Xiaoxia Wu Yinhan Liu BDL VLM 27 56 0 15 Apr 2021
Generating Datasets with Pretrained Language Models Timo Schick Hinrich Schütze 24 234 0 15 Apr 2021
Effect of Post-processing on Contextualized Word Representations Hassan Sajjad Firoj Alam Fahim Dalvi Nadir Durrani 6 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 29 184 0 15 Apr 2021
Consistency Training with Virtual Adversarial Discrete Perturbation Jungsoo Park Gyuwan Kim Jaewoo Kang 35 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 30 40 0 15 Apr 2021
Annealing Knowledge Distillation A. Jafari Mehdi Rezagholizadeh Pranav Sharma A. Ghodsi 23 77 0 14 Apr 2021
TSDAE: Using Transformer-based Sequential Denoising Auto-Encoder for Unsupervised Sentence Embedding Learning Kexin Wang Nils Reimers Iryna Gurevych 16 177 0 14 Apr 2021
Sentence Embeddings by Ensemble Distillation Fredrik Carlsson Magnus Sahlgren 19 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 47 245 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 27 41 0 14 Apr 2021
Targeted Adversarial Training for Natural Language Understanding L. Pereira Xiaodong Liu Hao Cheng Hoifung Poon Jianfeng Gao Ichiro Kobayashi 30 12 0 12 Apr 2021
Fine-tuning Encoders for Improved Monolingual and Zero-shot Polylingual Neural Topic Modeling Aaron Mueller Mark Dredze 27 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 27 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 71 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 33 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 19 46 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 44 166 0 10 Apr 2021
Incorporating External Knowledge to Enhance Tabular Reasoning J. Neeraja Vivek Gupta Vivek Srikumar LMTD 16 38 0 09 Apr 2021
An Empirical Comparison of Instance Attribution Methods for NLP Pouya Pezeshkpour Sarthak Jain Byron C. Wallace Sameer Singh TDI 18 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 29 392 0 07 Apr 2021
AmbiFC: Fact-Checking Ambiguous Claims with Evidence Max Glockner Ieva Staliunaite James Thorne Gisela Vallejo Andreas Vlachos Iryna Gurevych 32 22 0 01 Apr 2021
Retraining DistilBERT for a Voice Shopping Assistant by Using Universal Dependencies P. Jayarao Arpit Sharma 21 2 0 29 Mar 2021
Whitening Sentence Representations for Better Semantics and Faster Retrieval Jianlin Su Jiarun Cao Weijie Liu Yangyiwen Ou 13 294 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
UNICORN on RAINBOW: A Universal Commonsense Reasoning Model on a New Multitask Benchmark Nicholas Lourie Ronan Le Bras Chandra Bhagavatula Yejin Choi LRM 30 137 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 24 64 0 24 Mar 2021
Complementary Evidence Identification in Open-Domain Question Answering Xiangyang Mou Mo Yu Shiyu Chang Yufei Feng Li Zhang Hui Su 25 2 0 22 Mar 2021
Cost-effective Deployment of BERT Models in Serverless Environment Katarína Benesová Andrej Svec Marek Suppa 28 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 53 1,496 0 18 Mar 2021
SILT: Efficient transformer training for inter-lingual inference Javier Huertas-Tato Alejandro Martín David Camacho 29 11 0 17 Mar 2021
Code-Mixing on Sesame Street: Dawn of the Adversarial Polyglots Samson Tan Chenyu You AAML 39 35 0 17 Mar 2021
Robustly Optimized and Distilled Training for Natural Language Understanding Haytham ElFadeel Stanislav Peshterliev VLM OffRL 25 1 0 16 Mar 2021
Get Your Vitamin C! Robust Fact Verification with Contrastive Evidence Tal Schuster Adam Fisch Regina Barzilay 44 228 0 15 Mar 2021
How Many Data Points is a Prompt Worth? Teven Le Scao Alexander M. Rush VLM 66 296 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
Continual Learning for Recurrent Neural Networks: an Empirical Evaluation Andrea Cossu Antonio Carta Vincenzo Lomonaco D. Bacciu CLL 41 107 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 Xia Hu 62 106 0 11 Mar 2021
ENTRUST: Argument Reframing with Language Models and Entailment Tuhin Chakrabarty Christopher Hidey Smaranda Muresan 21 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 17 4 0 11 Mar 2021