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Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer

23 October 2019

Sharan Narang

Papers citing "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"

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ConEntail: An Entailment-based Framework for Universal Zero and Few Shot Classification with Supervised Contrastive Pretraining H. Zhang Aysa Xuemo Fan Rui Zhang VLM 95 3 0 14 Oct 2022
Is synthetic data from generative models ready for image recognition? Ruifei He Shuyang Sun Xin Yu Chuhui Xue Wenqing Zhang Philip Torr Song Bai Xiaojuan Qi 135 302 0 14 Oct 2022
Q-TOD: A Query-driven Task-oriented Dialogue System Xin Tian Yingzhan Lin Mengfei Song Siqi Bao Fan Wang H. He Shuqi Sun Hua Wu 65 21 0 14 Oct 2022
Self-Adaptive Named Entity Recognition by Retrieving Unstructured Knowledge Kosuke Nishida Naoki Yoshinaga Kyosuke Nishida 96 2 0 14 Oct 2022
Can Language Representation Models Think in Bets? Zhi–Bin Tang Mayank Kejriwal 53 6 0 14 Oct 2022
"John is 50 years old, can his son be 65?" Evaluating NLP Models' Understanding of Feasibility Himanshu Gupta Neeraj Varshney Swaroop Mishra Kuntal Kumar Pal Saurabh Arjun Sawant Kevin Scaria Siddharth Goyal Chitta Baral ELM 102 14 0 14 Oct 2022
Using Graph Algorithms to Pretrain Graph Completion Transformers Jonathan Pilault Mikhail Galkin Bahare Fatemi Perouz Taslakian David Vasquez C. Pal 60 0 0 14 Oct 2022
Behavior Cloned Transformers are Neurosymbolic Reasoners Ruoyao Wang Peter Alexander Jansen Marc-Alexandre Côté Prithviraj Ammanabrolu 101 12 0 13 Oct 2022
Mind the Labels: Describing Relations in Knowledge Graphs With Pretrained Models Zdeněk Kasner Ioannis Konstas Ondrej Dusek 78 6 0 13 Oct 2022
Machine Generated Text: A Comprehensive Survey of Threat Models and Detection Methods Evan Crothers Nathalie Japkowicz H. Viktor DeLMO 153 113 0 13 Oct 2022
MTEB: Massive Text Embedding Benchmark Niklas Muennighoff Nouamane Tazi L. Magne Nils Reimers 575 422 0 13 Oct 2022
Towards a Unified Multi-Dimensional Evaluator for Text Generation Ming Zhong Yang Liu Da Yin Yuning Mao Yizhu Jiao Peng Liu Chenguang Zhu Heng Ji Jiawei Han ELM 110 276 0 13 Oct 2022
Language Models of Code are Few-Shot Commonsense Learners Aman Madaan Shuyan Zhou Uri Alon Yiming Yang Graham Neubig ReLM LRM 141 223 0 13 Oct 2022
Towards End-to-End Open Conversational Machine Reading Sizhe Zhou Siru Ouyang Zhuosheng Zhang AI Institute LRM 66 2 0 13 Oct 2022
Spontaneous Emerging Preference in Two-tower Language Model Zhengqi He Taro Toyoizumi LRM 50 1 0 13 Oct 2022
LSG Attention: Extrapolation of pretrained Transformers to long sequences Charles Condevaux S. Harispe 84 24 0 13 Oct 2022
Tone prediction and orthographic conversion for Basaa I. Nikitin Brian O'Connor Anastasia N. Safonova 47 1 0 13 Oct 2022
An Empirical Study on Finding Spans Weiwei Gu Boyuan Zheng Yunmo Chen Tongfei Chen Benjamin Van Durme 54 4 0 13 Oct 2022
Benchmarking Long-tail Generalization with Likelihood Splits Ameya Godbole Robin Jia ALM 79 9 0 13 Oct 2022
Closed-book Question Generation via Contrastive Learning Xiangjue Dong Jiaying Lu Jianling Wang James Caverlee 87 8 0 13 Oct 2022
Shortcomings of Question Answering Based Factuality Frameworks for Error Localization Ryo Kamoi Tanya Goyal Greg Durrett HILM 92 14 0 13 Oct 2022
Explanations from Large Language Models Make Small Reasoners Better Shiyang Li Jianshu Chen Yelong Shen Zhiyu Zoey Chen Xinlu Zhang ... Jingu Qian Baolin Peng Yi Mao Wenhu Chen Xifeng Yan ReLM LRM 109 138 0 13 Oct 2022
Large Language Models are few(1)-shot Table Reasoners Wenhu Chen LMTD ReLM LRM 91 153 0 13 Oct 2022
SubeventWriter: Iterative Sub-event Sequence Generation with Coherence Controller Zhaowei Wang Hongming Zhang Tianqing Fang Yangqiu Song Ginny Wong Simon See 116 14 0 13 Oct 2022
Knowledge-grounded Dialog State Tracking Dian Yu Mingqiu Wang Yuan Cao Izhak Shafran Laurent El Shafey H. Soltau BDL 85 3 0 13 Oct 2022
Instruction Tuning for Few-Shot Aspect-Based Sentiment Analysis Siddharth Varia Shuai Wang Kishaloy Halder Robert Vacareanu Miguel Ballesteros Yassine Benajiba Neha Ann John Rishita Anubhai Smaranda Muresan Dan Roth 88 36 0 12 Oct 2022
OpenCQA: Open-ended Question Answering with Charts Shankar Kantharaj Do Xuan Long Rixie Tiffany Ko Leong J. Tan Enamul Hoque Shafiq Joty 83 53 0 12 Oct 2022
Iterative Document-level Information Extraction via Imitation Learning Yunmo Chen William Gantt Weiwei Gu Tongfei Chen Aaron Steven White Benjamin Van Durme 81 11 0 12 Oct 2022
RankT5: Fine-Tuning T5 for Text Ranking with Ranking Losses Honglei Zhuang Zhen Qin R. Jagerman Kai Hui Ji Ma Jing Lu Jianmo Ni Xuanhui Wang Michael Bendersky AIMat 103 141 0 12 Oct 2022
Developing a general-purpose clinical language inference model from a large corpus of clinical notes Madhumita Sushil Dana Ludwig A. Butte V. Rudrapatna LM&MA 77 12 0 12 Oct 2022
RedHOT: A Corpus of Annotated Medical Questions, Experiences, and Claims on Social Media Somin Wadhwa Vivek Khetan Silvio Amir Byron C. Wallace 68 19 0 12 Oct 2022
The Lazy Neuron Phenomenon: On Emergence of Activation Sparsity in Transformers Zong-xiao Li Chong You Srinadh Bhojanapalli Daliang Li A. S. Rawat ... Kenneth Q Ye Felix Chern Felix X. Yu Ruiqi Guo Surinder Kumar MoE 104 97 0 12 Oct 2022
Language Models are Realistic Tabular Data Generators V. Borisov Kathrin Seßler Tobias Leemann Martin Pawelczyk Gjergji Kasneci LMTD 117 255 0 12 Oct 2022
Task Compass: Scaling Multi-task Pre-training with Task Prefix Zhuosheng Zhang Shuohang Wang Yichong Xu Yuwei Fang Wenhao Yu Yang Liu Han Zhao Chenguang Zhu Michael Zeng SSL LRM 70 16 0 12 Oct 2022
Zero-Shot On-the-Fly Event Schema Induction Rotem Dror Haoyu Wang Dan Roth 93 18 0 12 Oct 2022
SilverAlign: MT-Based Silver Data Algorithm For Evaluating Word Alignment Abdullatif Köksal Silvia Severini Hinrich Schütze 75 0 0 12 Oct 2022
EduQG: A Multi-format Multiple Choice Dataset for the Educational Domain Amir Hadifar Semere Kiros Bitew Johannes Deleu Chris Develder Thomas Demeester AI4Ed 75 19 0 12 Oct 2022
ZITS++: Image Inpainting by Improving the Incremental Transformer on Structural Priors Chenjie Cao Qiaole Dong Yanwei Fu 127 31 0 12 Oct 2022
Underspecification in Scene Description-to-Depiction Tasks Ben Hutchinson Jason Baldridge Vinodkumar Prabhakaran DiffM 128 34 0 11 Oct 2022
Designing Robust Transformers using Robust Kernel Density Estimation Xing Han Zhaolin Ren T. Nguyen Khai Nguyen Joydeep Ghosh Nhat Ho 110 6 0 11 Oct 2022
Decoupled Context Processing for Context Augmented Language Modeling Zonglin Li Ruiqi Guo Surinder Kumar RALM KELM 86 24 0 11 Oct 2022
A Kernel-Based View of Language Model Fine-Tuning Sadhika Malladi Alexander Wettig Dingli Yu Danqi Chen Sanjeev Arora VLM 157 69 0 11 Oct 2022
Enriching Biomedical Knowledge for Low-resource Language Through Large-Scale Translation Long Phan Tai Dang H. Tran Trieu H. Trinh Vy Phan Lam D. Chau Minh-Thang Luong 56 8 0 11 Oct 2022
An Exploration of Hierarchical Attention Transformers for Efficient Long Document Classification Ilias Chalkidis Xiang Dai Manos Fergadiotis Prodromos Malakasiotis Desmond Elliott 85 35 0 11 Oct 2022
Model Cascading: Towards Jointly Improving Efficiency and Accuracy of NLP Systems Neeraj Varshney Chitta Baral 80 28 0 11 Oct 2022
Improving Sharpness-Aware Minimization with Fisher Mask for Better Generalization on Language Models Qihuang Zhong Liang Ding Li Shen Peng Mi Juhua Liu Bo Du Dacheng Tao AAML 90 51 0 11 Oct 2022
T5 for Hate Speech, Augmented Data and Ensemble Tosin Adewumi Sana Sabah Sabry Nosheen Abid F. Liwicki Marcus Liwicki 72 11 0 11 Oct 2022
Instance Regularization for Discriminative Language Model Pre-training Zhuosheng Zhang Hai Zhao M. Zhou 95 1 0 11 Oct 2022
Mind's Eye: Grounded Language Model Reasoning through Simulation Ruibo Liu Jason W. Wei S. Gu Te-Yen Wu Soroush Vosoughi Claire Cui Denny Zhou Andrew M. Dai ReLM LRM 219 83 0 11 Oct 2022
A Win-win Deal: Towards Sparse and Robust Pre-trained Language Models Yuanxin Liu Fandong Meng Zheng Lin JiangNan Li Peng Fu Yanan Cao Weiping Wang Jie Zhou 87 6 0 11 Oct 2022