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GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding

20 April 2018

Amanpreet Singh

Papers citing "GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding"

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Title
Unbiased Sentence Encoder For Large-Scale Multi-lingual Search Engines Mahdi Hajiaghayi Monir Hajiaghayi Mark R. Bolin 39 0 0 01 Mar 2021
Transformers with Competitive Ensembles of Independent Mechanisms Alex Lamb Di He Anirudh Goyal Guolin Ke Chien-Feng Liao Mirco Ravanelli Yoshua Bengio MoE 95 23 0 27 Feb 2021
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 1.1K 30,092 0 26 Feb 2021
Automated essay scoring using efficient transformer-based language models C. Ormerod Akanksha Malhotra Amir Jafari 46 31 0 25 Feb 2021
SparseBERT: Rethinking the Importance Analysis in Self-attention Han Shi Jiahui Gao Xiaozhe Ren Hang Xu Xiaodan Liang Zhenguo Li James T. Kwok 97 54 0 25 Feb 2021
IIE-NLP-Eyas at SemEval-2021 Task 4: Enhancing PLM for ReCAM with Special Tokens, Re-Ranking, Siamese Encoders and Back Translation Yuqiang Xie Luxi Xing Wei Peng Yue Hu 47 4 0 25 Feb 2021
LazyFormer: Self Attention with Lazy Update Chengxuan Ying Guolin Ke Di He Tie-Yan Liu 81 16 0 25 Feb 2021
Re-Evaluating GermEval17 Using German Pre-Trained Language Models Yi Men A. Corvonato C. Heumann VLM 68 6 0 24 Feb 2021
MixUp Training Leads to Reduced Overfitting and Improved Calibration for the Transformer Architecture Wancong Zhang Ieshan Vaidya 49 10 0 22 Feb 2021
Position Information in Transformers: An Overview Philipp Dufter Martin Schmitt Hinrich Schütze 93 148 0 22 Feb 2021
LogME: Practical Assessment of Pre-trained Models for Transfer Learning Kaichao You Yong Liu Jianmin Wang Mingsheng Long 99 189 0 22 Feb 2021
RUBERT: A Bilingual Roman Urdu BERT Using Cross Lingual Transfer Learning Usama Khalid M. O. Beg Muhammad Umair Arshad 35 11 0 22 Feb 2021
Bilingual Language Modeling, A transfer learning technique for Roman Urdu Usama Khalid M. O. Beg Muhammad Umair Arshad 36 3 0 22 Feb 2021
Using Prior Knowledge to Guide BERT's Attention in Semantic Textual Matching Tasks Tingyu Xia Yue Wang Yuan Tian Yi-Ju Chang 65 51 0 22 Feb 2021
UniT: Multimodal Multitask Learning with a Unified Transformer Ronghang Hu Amanpreet Singh ViT 106 301 0 22 Feb 2021
Abstraction and Analogy-Making in Artificial Intelligence Melanie Mitchell 97 168 0 22 Feb 2021
Evolving Attention with Residual Convolutions Yujing Wang Yaming Yang Jiangang Bai Mingliang Zhang Jing Bai Jiahao Yu Ce Zhang Gao Huang Yunhai Tong ViT 112 34 0 20 Feb 2021
Analyzing Curriculum Learning for Sentiment Analysis along Task Difficulty, Pacing and Visualization Axes Anvesh Rao Vijjini Kaveri Anuranjana R. Mamidi 70 3 0 19 Feb 2021
Learning Dynamic BERT via Trainable Gate Variables and a Bi-modal Regularizer Seohyeong Jeong Nojun Kwak 20 0 0 19 Feb 2021
Delving into Deep Imbalanced Regression Yuzhe Yang Kaiwen Zha Ying-Cong Chen Hongya Wang Dina Katabi 103 270 0 18 Feb 2021
Less is More: Pre-train a Strong Text Encoder for Dense Retrieval Using a Weak Decoder Shuqi Lu Di He Chenyan Xiong Guolin Ke Waleed Malik Zhicheng Dou Paul N. Bennett Tie-Yan Liu Arnold Overwijk RALM 121 11 0 18 Feb 2021
COCO-LM: Correcting and Contrasting Text Sequences for Language Model Pretraining Yu Meng Chenyan Xiong Payal Bajaj Saurabh Tiwary Paul N. Bennett Jiawei Han Xia Song 182 206 0 16 Feb 2021
Have Attention Heads in BERT Learned Constituency Grammar? Ziyang Luo 56 6 0 16 Feb 2021
Dynamic Precision Analog Computing for Neural Networks Sahaj Garg Joe Lou Anirudh Jain Mitchell Nahmias 75 33 0 12 Feb 2021
Dancing along Battery: Enabling Transformer with Run-time Reconfigurability on Mobile Devices Yuhong Song Weiwen Jiang Bingbing Li Panjie Qi Qingfeng Zhuge E. Sha Sakyasingha Dasgupta Yiyu Shi Caiwen Ding 67 18 0 12 Feb 2021
Fused Acoustic and Text Encoding for Multimodal Bilingual Pretraining and Speech Translation Renjie Zheng Junkun Chen Mingbo Ma Liang Huang 155 69 0 10 Feb 2021
Customizing Contextualized Language Models forLegal Document Reviews Shohreh Shaghaghian Luna Feng Feng Borna Jafarpour Nicolai Pogrebnyakov AILaw 100 19 0 10 Feb 2021
Statistically Profiling Biases in Natural Language Reasoning Datasets and Models Shanshan Huang Kenny Q. Zhu 34 1 0 09 Feb 2021
The Singleton Fallacy: Why Current Critiques of Language Models Miss the Point Magnus Sahlgren F. Carlsson 55 28 0 08 Feb 2021
User Engagement Prediction for Clarification in Search Ivan Sekulić Mohammad Aliannejadi Fabio Crestani 58 25 0 08 Feb 2021
Bias Out-of-the-Box: An Empirical Analysis of Intersectional Occupational Biases in Popular Generative Language Models Hannah Rose Kirk Yennie Jun Haider Iqbal Elias Benussi Filippo Volpin F. Dreyer Aleksandar Shtedritski Yuki M. Asano 68 194 0 08 Feb 2021
Nyströmformer: A Nyström-Based Algorithm for Approximating Self-Attention Yunyang Xiong Zhanpeng Zeng Rudrasis Chakraborty Mingxing Tan G. Fung Yin Li Vikas Singh 144 526 0 07 Feb 2021
1-bit Adam: Communication Efficient Large-Scale Training with Adam's Convergence Speed Hanlin Tang Shaoduo Gan A. A. Awan Samyam Rajbhandari Conglong Li Xiangru Lian Ji Liu Ce Zhang Yuxiong He AI4CE 102 87 0 04 Feb 2021
Unifying Vision-and-Language Tasks via Text Generation Jaemin Cho Jie Lei Hao Tan Joey Tianyi Zhou MLLM 392 547 0 04 Feb 2021
Memorization vs. Generalization: Quantifying Data Leakage in NLP Performance Evaluation Aparna Elangovan Jiayuan He Karin Verspoor TDI FedML 218 95 0 03 Feb 2021
The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics Sebastian Gehrmann Tosin Adewumi Karmanya Aggarwal Pawan Sasanka Ammanamanchi Aremu Anuoluwapo ... Nishant Subramani Wei Xu Diyi Yang Akhila Yerukola Jiawei Zhou VLM 323 285 0 02 Feb 2021
AutoFreeze: Automatically Freezing Model Blocks to Accelerate Fine-tuning Yuhan Liu Saurabh Agarwal Shivaram Venkataraman OffRL 80 56 0 02 Feb 2021
Learning From How Humans Correct Tonglei Guo NoLa 51 1 0 30 Jan 2021
Does injecting linguistic structure into language models lead to better alignment with brain recordings? Mostafa Abdou Ana Valeria González Mariya Toneva Daniel Hershcovich Anders Søgaard 67 15 0 29 Jan 2021
BERTaú: Itaú BERT for digital customer service Paulo Finardi José Dié Viegas Gustavo T. Ferreira Alex F. Mansano Vinicius Fernandes Caridá 64 11 0 28 Jan 2021
Explaining Natural Language Processing Classifiers with Occlusion and Language Modeling David Harbecke AAML 53 2 0 28 Jan 2021
On the Evolution of Syntactic Information Encoded by BERT's Contextualized Representations Laura Pérez-Mayos Roberto Carlini Miguel Ballesteros Leo Wanner 62 7 0 27 Jan 2021
KoreALBERT: Pretraining a Lite BERT Model for Korean Language Understanding HyunJae Lee Jaewoong Yoon Bonggyu Hwang Seongho Joe Seungjai Min Youngjune Gwon SSeg 58 16 0 27 Jan 2021
Muppet: Massive Multi-task Representations with Pre-Finetuning Armen Aghajanyan Anchit Gupta Akshat Shrivastava Xilun Chen Luke Zettlemoyer Sonal Gupta 100 269 0 26 Jan 2021
Exploring Transitivity in Neural NLI Models through Veridicality Hitomi Yanaka K. Mineshima Kentaro Inui 82 23 0 26 Jan 2021
Analyzing Zero-shot Cross-lingual Transfer in Supervised NLP Tasks Hyunjin Choi Judong Kim Seongho Joe Seungjai Min Youngjune Gwon 46 12 0 26 Jan 2021
Evaluation of BERT and ALBERT Sentence Embedding Performance on Downstream NLP Tasks Hyunjin Choi Judong Kim Seongho Joe Youngjune Gwon SSeg 79 104 0 26 Jan 2021
Generating Syntactically Controlled Paraphrases without Using Annotated Parallel Pairs Kuan-Hao Huang Kai-Wei Chang 225 70 0 26 Jan 2021
Coloring the Black Box: What Synesthesia Tells Us about Character Embeddings Katharina Kann Mauro M. Monsalve-Mercado 47 2 0 26 Jan 2021
Meta-Learning for Effective Multi-task and Multilingual Modelling Ishan Tarunesh Sushil Khyalia Vishwajeet Kumar Ganesh Ramakrishnan Preethi Jyothi 81 16 0 25 Jan 2021