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
Subjective Question Answering: Deciphering the inner workings of Transformers in the realm of subjectivity Lukas Muttenthaler 48 3 0 02 Jun 2020
DiscSense: Automated Semantic Analysis of Discourse Markers Damien Sileo Tim Van de Cruys Camille Pradel Philippe Muller 50 7 0 02 Jun 2020
WikiBERT models: deep transfer learning for many languages S. Pyysalo Jenna Kanerva Antti Virtanen Filip Ginter KELM 89 38 0 02 Jun 2020
BERT-based Ensembles for Modeling Disclosure and Support in Conversational Social Media Text Tanvi Dadu Kartikey Pant R. Mamidi 32 9 0 01 Jun 2020
ADAHESSIAN: An Adaptive Second Order Optimizer for Machine Learning Z. Yao A. Gholami Sheng Shen Mustafa Mustafa Kurt Keutzer Michael W. Mahoney ODL 152 287 0 01 Jun 2020
A Survey on Transfer Learning in Natural Language Processing Zaid Alyafeai Maged S. Alshaibani Irfan Ahmad 91 75 0 31 May 2020
Neural Entity Linking: A Survey of Models Based on Deep Learning Ozge Sevgili Artem Shelmanov Mikhail V. Arkhipov Alexander Panchenko Christian Biemann VLM 3DV AI4TS 135 123 0 31 May 2020
Benchmarking BioRelEx for Entity Tagging and Relation Extraction Abhinav Bhatt Kaustubh D. Dhole 51 2 0 31 May 2020
Beyond Leaderboards: A survey of methods for revealing weaknesses in Natural Language Inference data and models Viktor Schlegel Goran Nenadic Riza Batista-Navarro ELM 84 18 0 29 May 2020
Syntactic Structure Distillation Pretraining For Bidirectional Encoders A. Kuncoro Lingpeng Kong Daniel Fried Dani Yogatama Laura Rimell Chris Dyer Phil Blunsom 93 34 0 27 May 2020
ParsBERT: Transformer-based Model for Persian Language Understanding Mehrdad Farahani Mohammad Gharachorloo Marzieh Farahani Mohammad Manthouri 91 210 0 26 May 2020
NILE : Natural Language Inference with Faithful Natural Language Explanations Sawan Kumar Partha P. Talukdar XAI LRM 119 163 0 25 May 2020
Common Sense or World Knowledge? Investigating Adapter-Based Knowledge Injection into Pretrained Transformers Anne Lauscher Olga Majewska Leonardo F. R. Ribeiro Iryna Gurevych Nikolai Rozanov Goran Glavaš KELM 82 81 0 24 May 2020
Pretraining with Contrastive Sentence Objectives Improves Discourse Performance of Language Models Dan Iter Kelvin Guu L. Lansing Dan Jurafsky 61 78 0 20 May 2020
BiQGEMM: Matrix Multiplication with Lookup Table For Binary-Coding-based Quantized DNNs Yongkweon Jeon Baeseong Park S. Kwon Byeongwook Kim Jeongin Yun Dongsoo Lee MQ 63 31 0 20 May 2020
Table Search Using a Deep Contextualized Language Model Zhiyu Zoey Chen M. Trabelsi J. Heflin Yinan Xu Brian D. Davison LMTD 90 57 0 19 May 2020
Contextual Embeddings: When Are They Worth It? Simran Arora Avner May Jian Zhang Christopher Ré 63 61 0 18 May 2020
Towards Question Format Independent Numerical Reasoning: A Set of Prerequisite Tasks Swaroop Mishra Arindam Mitra Neeraj Varshney Bhavdeep Singh Sachdeva Chitta Baral AIMat 59 13 0 18 May 2020
CS-NLP team at SemEval-2020 Task 4: Evaluation of State-of-the-art NLP Deep Learning Architectures on Commonsense Reasoning Task Sirwe Saeedi Ali (Aliakbar) Panahi Seyran Saeedi A. Fong ReLM ELM LRM 69 12 0 17 May 2020
Adversarial Training for Commonsense Inference L. Pereira Xiaodong Liu Fei Cheng Masayuki Asahara Ichiro Kobayashi AAML 52 31 0 17 May 2020
CERT: Contrastive Self-supervised Learning for Language Understanding Hongchao Fang Sicheng Wang Meng Zhou Jiayuan Ding P. Xie ELM SSL 76 345 0 16 May 2020
Finding Experts in Transformer Models Xavier Suau Luca Zappella N. Apostoloff 60 31 0 15 May 2020
Spelling Error Correction with Soft-Masked BERT Shaohua Zhang Haoran Huang Jicong Liu Hang Li 60 214 0 15 May 2020
Towards Hate Speech Detection at Large via Deep Generative Modeling Tomer Wullach A. Adler Einat Minkov 58 41 0 13 May 2020
INFOTABS: Inference on Tables as Semi-structured Data Vivek Gupta Maitrey Mehta Pegah Nokhiz Vivek Srikumar LMTD 73 112 0 13 May 2020
That is a Known Lie: Detecting Previously Fact-Checked Claims Shaden Shaar Giovanni Da San Martino Nikolay Babulkov Preslav Nakov HILM 118 157 0 12 May 2020
On the Robustness of Language Encoders against Grammatical Errors Fan Yin Quanyu Long Tao Meng Kai-Wei Chang 81 35 0 12 May 2020
SKEP: Sentiment Knowledge Enhanced Pre-training for Sentiment Analysis Hao Tian Can Gao Xinyan Xiao Hao Liu Bolei He Hua Wu Haifeng Wang Feng Wu 73 237 0 12 May 2020
How Context Affects Language Models' Factual Predictions Fabio Petroni Patrick Lewis Aleksandra Piktus Tim Rocktaschel Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM 82 239 0 10 May 2020
LinCE: A Centralized Benchmark for Linguistic Code-switching Evaluation Gustavo Aguilar Sudipta Kar Thamar Solorio 64 117 0 09 May 2020
Measuring the Algorithmic Efficiency of Neural Networks Danny Hernandez Tom B. Brown 291 97 0 08 May 2020
Beyond Accuracy: Behavioral Testing of NLP models with CheckList Marco Tulio Ribeiro Tongshuang Wu Carlos Guestrin Sameer Singh ELM 219 1,111 0 08 May 2020
Distilling Knowledge from Pre-trained Language Models via Text Smoothing Xing Wu Yebin Liu Xiangyang Zhou Dianhai Yu 45 6 0 08 May 2020
GOBO: Quantizing Attention-Based NLP Models for Low Latency and Energy Efficient Inference Ali Hadi Zadeh Isak Edo Omar Mohamed Awad Andreas Moshovos MQ 80 190 0 08 May 2020
A Systematic Assessment of Syntactic Generalization in Neural Language Models Jennifer Hu Jon Gauthier Peng Qian Ethan Gotlieb Wilcox R. Levy ELM 110 221 0 07 May 2020
To Test Machine Comprehension, Start by Defining Comprehension Jesse Dunietz Greg Burnham Akash Bharadwaj Owen Rambow Jennifer Chu-Carroll D. Ferrucci FaML 118 65 0 04 May 2020
The Sensitivity of Language Models and Humans to Winograd Schema Perturbations Mostafa Abdou Vinit Ravishankar Maria Barrett Yonatan Belinkov Desmond Elliott Anders Søgaard ReLM LRM 113 35 0 04 May 2020
From SPMRL to NMRL: What Did We Learn (and Unlearn) in a Decade of Parsing Morphologically-Rich Languages (MRLs)? Reut Tsarfaty Dan Bareket Stav Klein Amit Seker 79 40 0 04 May 2020
Robust Encodings: A Framework for Combating Adversarial Typos Erik Jones Robin Jia Aditi Raghunathan Percy Liang AAML 321 103 0 04 May 2020
Similarity Analysis of Contextual Word Representation Models John M. Wu Yonatan Belinkov Hassan Sajjad Nadir Durrani Fahim Dalvi James R. Glass 115 75 0 03 May 2020
Out of the Echo Chamber: Detecting Countering Debate Speeches Matan Orbach Yonatan Bilu Assaf Toledo Dan Lahav Michal Jacovi R. Aharonov Noam Slonim 60 22 0 03 May 2020
How Can We Accelerate Progress Towards Human-like Linguistic Generalization? Tal Linzen 289 195 0 03 May 2020
Understanding and Improving Information Transfer in Multi-Task Learning Sen Wu Hongyang R. Zhang Christopher Ré 74 158 0 02 May 2020
Quantifying Attention Flow in Transformers Samira Abnar Willem H. Zuidema 177 808 0 02 May 2020
IsoBN: Fine-Tuning BERT with Isotropic Batch Normalization Wenxuan Zhou Bill Yuchen Lin Xiang Ren 98 25 0 02 May 2020
A Simple Language Model for Task-Oriented Dialogue Ehsan Hosseini-Asl Bryan McCann Chien-Sheng Wu Semih Yavuz R. Socher 140 530 0 02 May 2020
Open Graph Benchmark: Datasets for Machine Learning on Graphs Weihua Hu Matthias Fey Marinka Zitnik Yuxiao Dong Hongyu Ren Bowen Liu Michele Catasta J. Leskovec 343 2,762 0 02 May 2020
KLEJ: Comprehensive Benchmark for Polish Language Understanding Piotr Rybak Robert Mroczkowski Janusz Tracz Ireneusz Gawlik ELM 73 84 0 01 May 2020
Intermediate-Task Transfer Learning with Pretrained Models for Natural Language Understanding: When and Why Does It Work? Yada Pruksachatkun Jason Phang Haokun Liu Phu Mon Htut Xiaoyi Zhang Richard Yuanzhe Pang Clara Vania Katharina Kann Samuel R. Bowman CLL LRM 76 197 0 01 May 2020
Probing Contextual Language Models for Common Ground with Visual Representations Gabriel Ilharco Rowan Zellers Ali Farhadi Hannaneh Hajishirzi 118 14 0 01 May 2020