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
jiant: A Software Toolkit for Research on General-Purpose Text Understanding Models Yada Pruksachatkun Philip Yeres Haokun Liu Jason Phang Phu Mon Htut Alex Jinpeng Wang Ian Tenney Samuel R. Bowman SSeg 14 94 0 04 Mar 2020
CLUECorpus2020: A Large-scale Chinese Corpus for Pre-training Language Model Liang Xu Xuanwei Zhang Qianqian Dong SSL 19 70 0 03 Mar 2020
PhoBERT: Pre-trained language models for Vietnamese Dat Quoc Nguyen A. Nguyen 174 343 0 02 Mar 2020
UniLMv2: Pseudo-Masked Language Models for Unified Language Model Pre-Training Hangbo Bao Li Dong Furu Wei Wenhui Wang Nan Yang ... Yu-Chiang Frank Wang Songhao Piao Jianfeng Gao Ming Zhou H. Hon AI4CE 44 392 0 28 Feb 2020
Train Large, Then Compress: Rethinking Model Size for Efficient Training and Inference of Transformers Zhuohan Li Eric Wallace Sheng Shen Kevin Lin Kurt Keutzer Dan Klein Joseph E. Gonzalez 22 148 0 26 Feb 2020
Sparse Sinkhorn Attention Yi Tay Dara Bahri Liu Yang Donald Metzler Da-Cheng Juan 23 331 0 26 Feb 2020
MiniLM: Deep Self-Attention Distillation for Task-Agnostic Compression of Pre-Trained Transformers Wenhui Wang Furu Wei Li Dong Hangbo Bao Nan Yang Ming Zhou VLM 47 1,214 0 25 Feb 2020
Improving BERT Fine-Tuning via Self-Ensemble and Self-Distillation Yige Xu Xipeng Qiu L. Zhou Xuanjing Huang 17 66 0 24 Feb 2020
The Break-Even Point on Optimization Trajectories of Deep Neural Networks Stanislaw Jastrzebski Maciej Szymczak Stanislav Fort Devansh Arpit Jacek Tabor Kyunghyun Cho Krzysztof J. Geras 55 155 0 21 Feb 2020
Contextual Lensing of Universal Sentence Representations J. Kiros 21 5 0 20 Feb 2020
The Microsoft Toolkit of Multi-Task Deep Neural Networks for Natural Language Understanding Xiaodong Liu Yu-Chiang Frank Wang Jianshu Ji Hao Cheng Xueyun Zhu ... Pengcheng He Weizhu Chen Hoifung Poon Guihong Cao Jianfeng Gao AI4CE 31 60 0 19 Feb 2020
Low-Rank Bottleneck in Multi-head Attention Models Srinadh Bhojanapalli Chulhee Yun A. S. Rawat Sashank J. Reddi Sanjiv Kumar 24 94 0 17 Feb 2020
Stress Test Evaluation of Transformer-based Models in Natural Language Understanding Tasks Carlos Aspillaga Andrés Carvallo Vladimir Araujo ELM 47 31 0 14 Feb 2020
HULK: An Energy Efficiency Benchmark Platform for Responsible Natural Language Processing Xiyou Zhou Zhiyu Zoey Chen Xiaoyong Jin Wenjie Wang 22 32 0 14 Feb 2020
ReClor: A Reading Comprehension Dataset Requiring Logical Reasoning Weihao Yu Zihang Jiang Yanfei Dong Jiashi Feng LRM 25 245 0 11 Feb 2020
Adversarial Filters of Dataset Biases Ronan Le Bras Swabha Swayamdipta Chandra Bhagavatula Rowan Zellers Matthew E. Peters Ashish Sabharwal Yejin Choi 36 220 0 10 Feb 2020
Pre-training Tasks for Embedding-based Large-scale Retrieval Wei-Cheng Chang Felix X. Yu Yin-Wen Chang Yiming Yang Sanjiv Kumar RALM 13 301 0 10 Feb 2020
Multilingual Alignment of Contextual Word Representations Steven Cao Nikita Kitaev Dan Klein 44 192 0 10 Feb 2020
BERT-of-Theseus: Compressing BERT by Progressive Module Replacing Canwen Xu Wangchunshu Zhou Tao Ge Furu Wei Ming Zhou 234 198 0 07 Feb 2020
Are Pre-trained Language Models Aware of Phrases? Simple but Strong Baselines for Grammar Induction Taeuk Kim Jihun Choi Daniel Edmiston Sang-goo Lee 22 90 0 30 Jan 2020
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference Timo Schick Hinrich Schütze 258 1,591 0 21 Jan 2020
Length-controllable Abstractive Summarization by Guiding with Summary Prototype Itsumi Saito Kyosuke Nishida Kosuke Nishida Atsushi Otsuka Hisako Asano J. Tomita Hiroyuki Shindo Yuji Matsumoto 14 33 0 21 Jan 2020
Multi-level Head-wise Match and Aggregation in Transformer for Textual Sequence Matching Shuohang Wang Yunshi Lan Yi Tay Jing Jiang Jingjing Liu ViT 27 7 0 20 Jan 2020
LP-SparseMAP: Differentiable Relaxed Optimization for Sparse Structured Prediction Vlad Niculae André F. T. Martins TPM 24 19 0 13 Jan 2020
AdaBERT: Task-Adaptive BERT Compression with Differentiable Neural Architecture Search Daoyuan Chen Yaliang Li Minghui Qiu Zhen Wang Bofang Li Bolin Ding Hongbo Deng Jun Huang Wei Lin Jingren Zhou MQ 24 104 0 13 Jan 2020
TextNAS: A Neural Architecture Search Space tailored for Text Representation Yujing Wang Yaming Yang Yiren Chen Jing Bai Ce Zhang Guinan Su Xiaoyu Kou Yunhai Tong Mao Yang Lidong Zhou 13 55 0 23 Dec 2019
Are Transformers universal approximators of sequence-to-sequence functions? Chulhee Yun Srinadh Bhojanapalli A. S. Rawat Sashank J. Reddi Sanjiv Kumar 26 336 0 20 Dec 2019
Cross-Lingual Ability of Multilingual BERT: An Empirical Study Karthikeyan K Zihan Wang Stephen D. Mayhew Dan Roth LRM 36 333 0 17 Dec 2019
On the relationship between multitask neural networks and multitask Gaussian Processes Karthikeyan K S. Bharti Piyush Rai BDL 13 0 0 12 Dec 2019
FlauBERT: Unsupervised Language Model Pre-training for French Hang Le Loïc Vial Jibril Frej Vincent Segonne Maximin Coavoux Benjamin Lecouteux A. Allauzen Benoît Crabbé Laurent Besacier D. Schwab AI4CE 49 395 0 11 Dec 2019
Unsupervised Transfer Learning via BERT Neuron Selection M. Valipour E. Lee Jaime R. Jamacaro C. Bessega 29 5 0 10 Dec 2019
COSTRA 1.0: A Dataset of Complex Sentence Transformations P. Barancíková Ondrej Bojar 24 7 0 03 Dec 2019
Do Attention Heads in BERT Track Syntactic Dependencies? Phu Mon Htut Jason Phang Shikha Bordia Samuel R. Bowman 32 136 0 27 Nov 2019
Taking a Stance on Fake News: Towards Automatic Disinformation Assessment via Deep Bidirectional Transformer Language Models for Stance Detection Chris Dulhanty Jason L. Deglint Ibrahim Ben Daya A. Wong 24 22 0 27 Nov 2019
Distributionally Robust Neural Networks for Group Shifts: On the Importance of Regularization for Worst-Case Generalization Shiori Sagawa Pang Wei Koh Tatsunori B. Hashimoto Percy Liang OOD 16 1,200 0 20 Nov 2019
Sieving Fake News From Genuine: A Synopsis Shahid Alam Abdulaziz Ravshanbekov GNN 9 6 0 19 Nov 2019
Multi-task Sentence Encoding Model for Semantic Retrieval in Question Answering Systems Qiang Huang Jianhui Bu Weijian Xie Shengwen Yang Weijia Wu Liping Liu 27 17 0 18 Nov 2019
Quick and (not so) Dirty: Unsupervised Selection of Justification Sentences for Multi-hop Question Answering Vikas Yadav Steven Bethard Mihai Surdeanu 27 75 0 17 Nov 2019
KEPLER: A Unified Model for Knowledge Embedding and Pre-trained Language Representation Xiaozhi Wang Tianyu Gao Zhaocheng Zhu Zhengyan Zhang Zhiyuan Liu Juan-Zi Li Jian Tang 15 647 0 13 Nov 2019
Learning from Data-Rich Problems: A Case Study on Genetic Variant Calling Ren Yi Pi-Chuan Chang Gunjan Baid Andrew Carroll 22 2 0 12 Nov 2019
Contract Discovery: Dataset and a Few-Shot Semantic Retrieval Challenge with Competitive Baselines Łukasz Borchmann Dawid Wisniewski Andrzej Gretkowski Izabela Kosmala Dawid Jurkiewicz Lukasz Szalkiewicz Gabriela Pałka Karol Kaczmarek Agnieszka Kaliska Filip Graliñski AILaw 27 0 0 10 Nov 2019
CamemBERT: a Tasty French Language Model Louis Martin Benjamin Muller Pedro Ortiz Suarez Yoann Dupont Laurent Romary Eric Villemonte de la Clergerie Djamé Seddah Benoît Sagot 42 956 0 10 Nov 2019
Learning to Few-Shot Learn Across Diverse Natural Language Classification Tasks Trapit Bansal Rishikesh Jha Andrew McCallum SSL 21 118 0 10 Nov 2019
Increasing Robustness to Spurious Correlations using Forgettable Examples Yadollah Yaghoobzadeh Soroush Mehri Remi Tachet Timothy J. Hazen Alessandro Sordoni OOD 21 18 0 10 Nov 2019
Don't Say That! Making Inconsistent Dialogue Unlikely with Unlikelihood Training Margaret Li Stephen Roller Ilia Kulikov Sean Welleck Y-Lan Boureau Kyunghyun Cho Jason Weston 17 180 0 10 Nov 2019
Stylized Text Generation Using Wasserstein Autoencoders with a Mixture of Gaussian Prior Amirpasha Ghabussi Lili Mou Olga Vechtomova 22 2 0 10 Nov 2019
Multi-Perspective Inferrer: Reasoning Sentences Relationship from Holistic Perspective Zhenfu Cheng Zaixiang Zheng Xinyu Dai Shujian Huang Jiajun Chen 28 0 0 09 Nov 2019
MKD: a Multi-Task Knowledge Distillation Approach for Pretrained Language Models Linqing Liu Haiquan Wang Jimmy J. Lin R. Socher Caiming Xiong 12 21 0 09 Nov 2019
SMART: Robust and Efficient Fine-Tuning for Pre-trained Natural Language Models through Principled Regularized Optimization Haoming Jiang Pengcheng He Weizhu Chen Xiaodong Liu Jianfeng Gao T. Zhao 40 559 0 08 Nov 2019
What Would Elsa Do? Freezing Layers During Transformer Fine-Tuning Jaejun Lee Raphael Tang Jimmy J. Lin 34 121 0 08 Nov 2019