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SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems

2 May 2019

Amanpreet Singh

Papers citing "SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems"

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Title
Sparse Structure Search for Parameter-Efficient Tuning Shengding Hu Zhen Zhang Ning Ding Yadao Wang Yasheng Wang Zhiyuan Liu Maosong Sun 76 17 0 15 Jun 2022
Language Models are General-Purpose Interfaces Y. Hao Haoyu Song Li Dong Shaohan Huang Zewen Chi Wenhui Wang Shuming Ma Furu Wei MLLM 76 102 0 13 Jun 2022
Improving Pre-trained Language Model Fine-tuning with Noise Stability Regularization Hang Hua Xingjian Li Dejing Dou Chengzhong Xu Jiebo Luo 94 15 0 12 Jun 2022
Positional Label for Self-Supervised Vision Transformer Zhemin Zhang Xun Gong ViT MDE 59 6 0 10 Jun 2022
PEER: A Comprehensive and Multi-Task Benchmark for Protein Sequence Understanding Minghao Xu Zuobai Zhang Jiarui Lu Zhaocheng Zhu Yang Zhang Chang Ma Runcheng Liu Jian Tang 62 108 0 05 Jun 2022
Instance-wise Prompt Tuning for Pretrained Language Models Yuezihan Jiang Hao Yang Junyang Lin Hanyu Zhao An Yang Chang Zhou Hongxia Yang Zhi-Xin Yang Tengjiao Wang VLM 59 7 0 04 Jun 2022
MMTM: Multi-Tasking Multi-Decoder Transformer for Math Word Problems Keyur Faldu Amit P. Sheth Prashant Kikani Darshan Patel AIMat 52 1 0 02 Jun 2022
Prompt Injection: Parameterization of Fixed Inputs Eunbi Choi Yongrae Jo Joel Jang Minjoon Seo 119 30 0 31 May 2022
VLUE: A Multi-Task Benchmark for Evaluating Vision-Language Models Wangchunshu Zhou Yan Zeng Shizhe Diao Xinsong Zhang CoGe VLM 97 13 0 30 May 2022
CEBaB: Estimating the Causal Effects of Real-World Concepts on NLP Model Behavior Eldar David Abraham Karel DÓosterlinck Amir Feder Y. Gat Atticus Geiger Christopher Potts Roi Reichart Zhengxuan Wu CML 122 47 0 27 May 2022
Evaluating Multimodal Interactive Agents Josh Abramson Arun Ahuja Federico Carnevale Petko Georgiev Alex Goldin ... Adam Santoro Tamara von Glehn Greg Wayne Nathaniel Wong Chen Yan 56 3 0 26 May 2022
Rethinking Fano's Inequality in Ensemble Learning Terufumi Morishita Gaku Morio Shota Horiguchi Hiroaki Ozaki N. Nukaga FedML 28 3 0 25 May 2022
Sparse Mixers: Combining MoE and Mixing to build a more efficient BERT James Lee-Thorp Joshua Ainslie MoE 94 12 0 24 May 2022
TALM: Tool Augmented Language Models Aaron T Parisi Yao-Min Zhao Noah Fiedel KELM RALM LLMAG 108 148 0 24 May 2022
ATTEMPT: Parameter-Efficient Multi-task Tuning via Attentional Mixtures of Soft Prompts Akari Asai Mohammadreza Salehi Matthew E. Peters Hannaneh Hajishirzi 192 102 0 24 May 2022
Diverse Lottery Tickets Boost Ensemble from a Single Pretrained Model Sosuke Kobayashi Shun Kiyono Jun Suzuki Kentaro Inui MoMe 77 9 0 24 May 2022
FlexiBERT: Are Current Transformer Architectures too Homogeneous and Rigid? Shikhar Tuli Bhishma Dedhia Shreshth Tuli N. Jha 94 14 0 23 May 2022
Simple Recurrence Improves Masked Language Models Tao Lei Ran Tian Jasmijn Bastings Ankur P. Parikh 151 4 0 23 May 2022
Diversity Over Size: On the Effect of Sample and Topic Sizes for Argument Mining Datasets Benjamin Schiller Johannes Daxenberger Iryna Gurevych 85 1 0 23 May 2022
PyRelationAL: a python library for active learning research and development P. Scherer Thomas Gaudelet Alison Pouplin Alice Del Vecchio S. SurajM Oliver Bolton Jyothish Soman J. Taylor-King Lindsay Edwards KELM 49 0 0 23 May 2022
Vector-Quantized Input-Contextualized Soft Prompts for Natural Language Understanding Rishabh Bhardwaj Amrita Saha Guosheng Lin Soujanya Poria VLM VPVLM 51 7 0 23 May 2022
Improving Short Text Classification With Augmented Data Using GPT-3 Salvador Balkus Donghui Yan 61 37 0 23 May 2022
Instruction Induction: From Few Examples to Natural Language Task Descriptions Or Honovich Uri Shaham Samuel R. Bowman Omer Levy ELM LRM 280 146 0 22 May 2022
Life after BERT: What do Other Muppets Understand about Language? Vladislav Lialin Kevin Zhao Namrata Shivagunde Anna Rumshisky 110 6 0 21 May 2022
Revisiting Pre-trained Language Models and their Evaluation for Arabic Natural Language Understanding Abbas Ghaddar Yimeng Wu Sunyam Bagga Ahmad Rashid Khalil Bibi ... Zhefeng Wang Baoxing Huai Xin Jiang Qun Liu Philippe Langlais 63 6 0 21 May 2022
Are Prompt-based Models Clueless? Pride Kavumba Ryo Takahashi Yusuke Oda VLM 208 13 0 19 May 2022
Learning Rate Curriculum Florinel-Alin Croitoru Nicolae-Cătălin Ristea Radu Tudor Ionescu N. Sebe 74 9 0 18 May 2022
Predicting Human Psychometric Properties Using Computational Language Models Antonio Laverghetta Animesh Nighojkar Jamshidbek Mirzakhalov John Licato 62 9 0 12 May 2022
Making Pretrained Language Models Good Long-tailed Learners Chen Zhang Lei Ren Jingang Wang Wei Wu Dawei Song RALM VLM 81 9 0 11 May 2022
Towards Unified Prompt Tuning for Few-shot Text Classification Jiadong Wang Chengyu Wang Fuli Luo Chuanqi Tan Minghui Qiu Fei Yang Qiuhui Shi Songfang Huang Ming Gao VLM 70 28 0 11 May 2022
UL2: Unifying Language Learning Paradigms Yi Tay Mostafa Dehghani Vinh Q. Tran Xavier Garcia Jason W. Wei ... Tal Schuster H. Zheng Denny Zhou N. Houlsby Donald Metzler AI4CE 139 313 0 10 May 2022
Task-specific Compression for Multi-task Language Models using Attribution-based Pruning Nakyeong Yang Yunah Jang Hwanhee Lee Seohyeong Jung Kyomin Jung 28 8 0 09 May 2022
Beyond Distributional Hypothesis: Let Language Models Learn Meaning-Text Correspondence Myeongjun Jang Frank Mtumbuka Thomas Lukasiewicz 82 10 0 08 May 2022
HumanAL: Calibrating Human Matching Beyond a Single Task Roee Shraga HAI 52 6 0 06 May 2022
Knowledge Distillation of Russian Language Models with Reduction of Vocabulary A. Kolesnikova Yuri Kuratov Vasily Konovalov Andrey Kravchenko VLM 42 10 0 04 May 2022
Are All the Datasets in Benchmark Necessary? A Pilot Study of Dataset Evaluation for Text Classification Yanghua Xiao Jinlan Fu See-Kiong Ng Pengfei Liu 48 2 0 04 May 2022
Optimizing Mixture of Experts using Dynamic Recompilations Ferdinand Kossmann Zhihao Jia A. Aiken 96 5 0 04 May 2022
Mixed-effects transformers for hierarchical adaptation Julia White Noah D. Goodman Robert D. Hawkins 46 2 0 03 May 2022
Improving In-Context Few-Shot Learning via Self-Supervised Training Mingda Chen Jingfei Du Ramakanth Pasunuru Todor Mihaylov Srini Iyer Ves Stoyanov Zornitsa Kozareva SSL AI4MH 105 67 0 03 May 2022
ElitePLM: An Empirical Study on General Language Ability Evaluation of Pretrained Language Models Junyi Li Tianyi Tang Zheng Gong Lixin Yang Zhuohao Yu Zhongfu Chen Jingyuan Wang Wayne Xin Zhao Ji-Rong Wen LM&MA ELM 49 8 0 03 May 2022
OPT: Open Pre-trained Transformer Language Models Susan Zhang Stephen Roller Naman Goyal Mikel Artetxe Moya Chen ... Daniel Simig Punit Singh Koura Anjali Sridhar Tianlu Wang Luke Zettlemoyer VLM OSLM AI4CE 392 3,707 0 02 May 2022
BERTops: Studying BERT Representations under a Topological Lens Jatin Chauhan Manohar Kaul 77 4 0 02 May 2022
Probing Cross-Lingual Lexical Knowledge from Multilingual Sentence Encoders Ivan Vulić Goran Glavaš Fangyu Liu Nigel Collier Edoardo Ponti Anna Korhonen 96 9 0 30 Apr 2022
Prompt Consistency for Zero-Shot Task Generalization Chunting Zhou Junxian He Xuezhe Ma Taylor Berg-Kirkpatrick Graham Neubig VLM 108 79 0 29 Apr 2022
Czech Dataset for Cross-lingual Subjectivity Classification Pavel Přibáň J. Steinberger 74 5 0 29 Apr 2022
GRIT: General Robust Image Task Benchmark Tanmay Gupta Ryan Marten Aniruddha Kembhavi Derek Hoiem VLM OOD ObjD 75 33 0 28 Apr 2022
Super-Prompting: Utilizing Model-Independent Contextual Data to Reduce Data Annotation Required in Visual Commonsense Tasks Navid Rezaei Marek Reformat VLM 48 2 0 25 Apr 2022
Exploring the Role of Task Transferability in Large-Scale Multi-Task Learning Vishakh Padmakumar Leonard Lausen Miguel Ballesteros Sheng Zha He He George Karypis 104 20 0 23 Apr 2022
Grad-SAM: Explaining Transformers via Gradient Self-Attention Maps Oren Barkan Edan Hauon Avi Caciularu Ori Katz Itzik Malkiel Omri Armstrong Noam Koenigstein 88 40 0 23 Apr 2022
Hierarchical Label-wise Attention Transformer Model for Explainable ICD Coding Leibo Liu Óscar Pérez Anthony N. Nguyen Vicki Bennett Louisa R Jorm 70 25 0 22 Apr 2022