v1v2v3 (latest)

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"

50 / 4,447 papers shown

Title
Can NLI Models Verify QA Systems' Predictions? Jifan Chen Eunsol Choi Greg Durrett 137 54 0 18 Apr 2021
AmericasNLI: Evaluating Zero-shot Natural Language Understanding of Pretrained Multilingual Models in Truly Low-resource Languages Abteen Ebrahimi Manuel Mager Arturo Oncevay Vishrav Chaudhary Luis Chiruzzo ... Graham Neubig Alexis Palmer Rolando A. Coto Solano Ngoc Thang Vu Katharina Kann 160 74 0 18 Apr 2021
A Simple and Effective Positional Encoding for Transformers Pu-Chin Chen Henry Tsai Srinadh Bhojanapalli Hyung Won Chung Yin-Wen Chang Chun-Sung Ferng 120 66 0 18 Apr 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 767 4,124 0 18 Apr 2021
Rethinking Network Pruning -- under the Pre-train and Fine-tune Paradigm Dongkuan Xu Ian En-Hsu Yen Jinxi Zhao Zhibin Xiao VLM AAML 95 58 0 18 Apr 2021
Distributed NLI: Learning to Predict Human Opinion Distributions for Language Reasoning Xiang Zhou Yixin Nie Joey Tianyi Zhou UQCV 51 29 0 18 Apr 2021
Robust Embeddings Via Distributions Kira A. Selby Yinong Wang Ruizhe Wang Peyman Passban Ahmad Rashid Mehdi Rezagholizadeh Pascal Poupart OOD 53 3 0 17 Apr 2021
Identifying the Limits of Cross-Domain Knowledge Transfer for Pretrained Models Zhengxuan Wu Nelson F. Liu Christopher Potts 39 3 0 17 Apr 2021
On the Importance of Effectively Adapting Pretrained Language Models for Active Learning Katerina Margatina Loïc Barrault Nikolaos Aletras 85 39 0 16 Apr 2021
Membership Inference Attack Susceptibility of Clinical Language Models Abhyuday N. Jagannatha Bhanu Pratap Singh Rawat Hong-ye Yu MIACV 80 66 0 16 Apr 2021
Capturing Row and Column Semantics in Transformer Based Question Answering over Tables Michael R. Glass Mustafa Canim A. Gliozzo Saneem A. Chemmengath Vishwajeet Kumar Rishav Chakravarti Avirup Sil FeiFei Pan Samarth Bharadwaj Nicolas Rodolfo Fauceglia LMTD 90 54 0 16 Apr 2021
AMMU : A Survey of Transformer-based Biomedical Pretrained Language Models Katikapalli Subramanyam Kalyan A. Rajasekharan S. Sangeetha LM&MA MedIm 115 170 0 16 Apr 2021
Condenser: a Pre-training Architecture for Dense Retrieval Luyu Gao Jamie Callan AI4CE 63 269 0 16 Apr 2021
What to Pre-Train on? Efficient Intermediate Task Selection Clifton A. Poth Jonas Pfeiffer Andreas Rucklé Iryna Gurevych 113 100 0 16 Apr 2021
Flexible Instance-Specific Rationalization of NLP Models G. Chrysostomou Nikolaos Aletras 82 14 0 16 Apr 2021
Effect of Visual Extensions on Natural Language Understanding in Vision-and-Language Models Taichi Iki Akiko Aizawa VLM 62 20 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 124 121 0 16 Apr 2021
Language Models are Few-Shot Butlers Vincent Micheli Franccois Fleuret 99 33 0 16 Apr 2021
Generating Bug-Fixes Using Pretrained Transformers Dawn Drain Chen Henry Wu Alexey Svyatkovskiy Neel Sundaresan 74 51 0 16 Apr 2021
A Survey of Recent Abstract Summarization Techniques Diyah Puspitaningrum 24 7 0 15 Apr 2021
How to Train BERT with an Academic Budget Peter Izsak Moshe Berchansky Omer Levy 140 119 0 15 Apr 2021
KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction Xiang Chen Ningyu Zhang Xin Xie Shumin Deng Yunzhi Yao Chuanqi Tan Fei Huang Luo Si Huajun Chen 185 420 0 15 Apr 2021
Sometimes We Want Translationese Prasanna Parthasarathi Koustuv Sinha J. Pineau Adina Williams AAML 67 4 0 15 Apr 2021
Natural Language Understanding with Privacy-Preserving BERT Chen Qu Weize Kong Liu Yang Mingyang Zhang Michael Bendersky Marc Najork 100 76 0 15 Apr 2021
Learning Zero-Shot Multifaceted Visually Grounded Word Embeddings via Multi-Task Training Hassan Shahmohammadi Hendrik P. A. Lensch R. Baayen 54 19 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 95 190 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 85 79 0 14 Apr 2021
An Interpretability Illusion for BERT Tolga Bolukbasi Adam Pearce Ann Yuan Andy Coenen Emily Reif Fernanda Viégas Martin Wattenberg MILM FAtt 103 82 0 14 Apr 2021
Towards BERT-based Automatic ICD Coding: Limitations and Opportunities Damian Pascual Sandro Luck Roger Wattenhofer MedIm 73 55 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
ExplainaBoard: An Explainable Leaderboard for NLP Pengfei Liu Jinlan Fu Yanghua Xiao Weizhe Yuan Shuaichen Chang Junqi Dai Yixin Liu Zihuiwen Ye Zi-Yi Dou Graham Neubig XAI LRM ELM 87 55 0 13 Apr 2021
Understanding Transformers for Bot Detection in Twitter Andrés García-Silva Cristian Berrío José Manuél Gómez-Pérez 44 4 0 13 Apr 2021
1-bit LAMB: Communication Efficient Large-Scale Large-Batch Training with LAMB's Convergence Speed Conglong Li A. A. Awan Hanlin Tang Samyam Rajbhandari Yuxiong He 115 33 0 13 Apr 2021
Structural analysis of an all-purpose question answering model Vincent Micheli Quentin Heinrich Franccois Fleuret Wacim Belblidia 43 3 0 13 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
Relational World Knowledge Representation in Contextual Language Models: A Review Tara Safavi Danai Koutra KELM 100 51 0 12 Apr 2021
SpartQA: : A Textual Question Answering Benchmark for Spatial Reasoning Roshanak Mirzaee Hossein Rajaby Faghihi Qiang Ning Parisa Kordjmashidi 56 83 0 12 Apr 2021
Samanantar: The Largest Publicly Available Parallel Corpora Collection for 11 Indic Languages Gowtham Ramesh Sumanth Doddapaneni Aravinth Bheemaraj Mayank Jobanputra AK Raghavan ... K. Deepak Vivek Raghavan Anoop Kunchukuttan Pratyush Kumar Mitesh Khapra LRM 108 235 0 12 Apr 2021
Double Perturbation: On the Robustness of Robustness and Counterfactual Bias Evaluation Chong Zhang Jieyu Zhao Huan Zhang Kai-Wei Chang Cho-Jui Hsieh AAML 66 10 0 12 Apr 2021
SuperSim: a test set for word similarity and relatedness in Swedish Simon Hengchen Nina Tahmasebi AILaw 39 7 0 12 Apr 2021
UniDrop: A Simple yet Effective Technique to Improve Transformer without Extra Cost Zhen Wu Lijun Wu Qi Meng Yingce Xia Shufang Xie Tao Qin Xinyu Dai Tie-Yan Liu 88 22 0 11 Apr 2021
Disentangled Contrastive Learning for Learning Robust Textual Representations Xiang Chen Xin Xie Zhen Bi Hongbin Ye Shumin Deng Ningyu Zhang Huajun Chen 61 5 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 125 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 47 10 0 10 Apr 2021
Not All Attention Is All You Need Hongqiu Wu Hai Zhao Min Zhang 71 9 0 10 Apr 2021
Explaining Neural Network Predictions on Sentence Pairs via Learning Word-Group Masks Hanjie Chen Song Feng Jatin Ganhotra H. Wan Chulaka Gunasekara Sachindra Joshi Yangfeng Ji 73 18 0 09 Apr 2021
KI-BERT: Infusing Knowledge Context for Better Language and Domain Understanding Keyur Faldu A. Sheth Prashant Kikani Hemang Akabari 69 28 0 09 Apr 2021