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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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Title
mMARCO: A Multilingual Version of the MS MARCO Passage Ranking Dataset L. Bonifacio Vitor Jeronymo Hugo Queiroz Abonizio Israel Campiotti Marzieh Fadaee R. Lotufo Rodrigo Nogueira 103 113 0 31 Aug 2021
Contrastive Domain Adaptation for Question Answering using Limited Text Corpora Zhenrui Yue Bernhard Kratzwald Stefan Feuerriegel OOD 66 38 0 31 Aug 2021
Plan-then-Generate: Controlled Data-to-Text Generation via Planning Yixuan Su David Vandyke Sihui Wang Yimai Fang Nigel Collier 109 81 0 31 Aug 2021
AraT5: Text-to-Text Transformers for Arabic Language Generation El Moatez Billah Nagoudi AbdelRahim Elmadany Muhammad Abdul-Mageed 144 125 0 31 Aug 2021
Semi-Supervised Exaggeration Detection of Health Science Press Releases Dustin Wright Isabelle Augenstein 83 13 0 30 Aug 2021
Want To Reduce Labeling Cost? GPT-3 Can Help Shuohang Wang Yang Liu Yichong Xu Chenguang Zhu Michael Zeng 80 257 0 30 Aug 2021
Differentiable Prompt Makes Pre-trained Language Models Better Few-shot Learners Ningyu Zhang Luoqiu Li Xiang Chen Shumin Deng Zhen Bi Chuanqi Tan Fei Huang Huajun Chen VLM 150 180 0 30 Aug 2021
Factual Consistency Evaluation for Text Summarization via Counterfactual Estimation Yuexiang Xie Fei Sun Yang Deng Yaliang Li Bolin Ding HILM 101 54 0 30 Aug 2021
LOT: A Story-Centric Benchmark for Evaluating Chinese Long Text Understanding and Generation Jian Guan Zhuoer Feng Yamei Chen Ru He Xiaoxi Mao Changjie Fan Minlie Huang 120 33 0 30 Aug 2021
Are Training Resources Insufficient? Predict First Then Explain! Myeongjun Jang Thomas Lukasiewicz LRM 70 7 0 29 Aug 2021
Oh My Mistake!: Toward Realistic Dialogue State Tracking including Turnback Utterances Takyoung Kim Yukyung Lee Hoonsang Yoon Pilsung Kang Junseong Bang Misuk Kim 86 3 0 28 Aug 2021
Smoothing Dialogue States for Open Conversational Machine Reading Zhuosheng Zhang Siru Ouyang Hai Zhao Masao Utiyama Eiichiro Sumita 78 6 0 28 Aug 2021
Self-training Improves Pre-training for Few-shot Learning in Task-oriented Dialog Systems Fei Mi Wanhao Zhou Feng Cai Lingjing Kong Minlie Huang Boi Faltings 89 32 0 28 Aug 2021
QACE: Asking Questions to Evaluate an Image Caption Hwanhee Lee Thomas Scialom Seunghyun Yoon Franck Dernoncourt Kyomin Jung CoGe 87 19 0 28 Aug 2021
ReGen: Reinforcement Learning for Text and Knowledge Base Generation using Pretrained Language Models Pierre Dognin Inkit Padhi Igor Melnyk Payel Das OffRL 64 21 0 27 Aug 2021
Automatic Text Evaluation through the Lens of Wasserstein Barycenters Pierre Colombo Guillaume Staerman Chloé Clavel Pablo Piantanida 197 41 0 27 Aug 2021
Train Short, Test Long: Attention with Linear Biases Enables Input Length Extrapolation Ofir Press Noah A. Smith M. Lewis 350 779 0 27 Aug 2021
LocTex: Learning Data-Efficient Visual Representations from Localized Textual Supervision Zhijian Liu Simon Stent Jie Li John Gideon Song Han VLM 106 10 0 26 Aug 2021
Weisfeiler-Leman in the BAMBOO: Novel AMR Graph Metrics and a Benchmark for AMR Graph Similarity Juri Opitz Angel Daza A. Frank 69 31 0 26 Aug 2021
Similar Scenes arouse Similar Emotions: Parallel Data Augmentation for Stylized Image Captioning Guodun Li Yuchen Zhai Zehao Lin Yin Zhang 102 21 0 26 Aug 2021
Multi-Task Self-Training for Learning General Representations Golnaz Ghiasi Barret Zoph E. D. Cubuk Quoc V. Le Nayeon Lee SSL 91 101 0 25 Aug 2021
SimVLM: Simple Visual Language Model Pretraining with Weak Supervision Zirui Wang Jiahui Yu Adams Wei Yu Zihang Dai Yulia Tsvetkov Yuan Cao VLM MLLM 153 799 0 24 Aug 2021
Are the Multilingual Models Better? Improving Czech Sentiment with Transformers Pavel Přibáň J. Steinberger 70 11 0 24 Aug 2021
Prompt-Learning for Fine-Grained Entity Typing Ning Ding Yulin Chen Xu Han Guangwei Xu Pengjun Xie Haitao Zheng Zhiyuan Liu Juan-Zi Li Hong-Gee Kim 95 159 0 24 Aug 2021
Sentence-T5: Scalable Sentence Encoders from Pre-trained Text-to-Text Models Jianmo Ni Gustavo Hernández Ábrego Noah Constant Ji Ma Keith B. Hall Daniel Cer Yinfei Yang 268 570 0 19 Aug 2021
Modulating Language Models with Emotions Ruibo Liu Jason W. Wei Chenyan Jia Soroush Vosoughi 65 23 0 17 Aug 2021
Contextualizing Variation in Text Style Transfer Datasets S. Schoch Wanyu Du Yangfeng Ji 64 5 0 17 Aug 2021
Challenges for cognitive decoding using deep learning methods A. Thomas Christopher Ré R. Poldrack AI4CE 56 6 0 16 Aug 2021
Program Synthesis with Large Language Models Jacob Austin Augustus Odena Maxwell Nye Maarten Bosma Henryk Michalewski ... Ellen Jiang Carrie J. Cai Michael Terry Quoc V. Le Charles Sutton ELM AIMat ReCod ALM 218 2,023 0 16 Aug 2021
HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation Zhoujun Cheng Haoyu Dong Zhiruo Wang Ran Jia Jiaqi Guo Yan Gao Shi Han Jian-Guang Lou Dongmei Zhang LMTD 137 100 0 15 Aug 2021
Complex Knowledge Base Question Answering: A Survey Yunshi Lan Gaole He Jinhao Jiang Jing Jiang Wayne Xin Zhao Ji-Rong Wen 119 89 0 15 Aug 2021
Dual Path Learning for Domain Adaptation of Semantic Segmentation Yiting Cheng Fangyun Wei Jianmin Bao Dong Chen Fang Wen Wenqiang Zhang 83 69 0 13 Aug 2021
FlipDA: Effective and Robust Data Augmentation for Few-Shot Learning Jing Zhou Yanan Zheng Jie Tang Jian Li Zhilin Yang VLM 89 80 0 13 Aug 2021
MTG: A Benchmark Suite for Multilingual Text Generation Yiran Chen Zhenqiao Song Xianze Wu Danqing Wang Jingjing Xu Jiaze Chen Hao Zhou Lei Li LRM VLM 82 22 0 13 Aug 2021
The Stability-Efficiency Dilemma: Investigating Sequence Length Warmup for Training GPT Models Conglong Li Minjia Zhang Yuxiong He 75 38 0 13 Aug 2021
Billion-Scale Pretraining with Vision Transformers for Multi-Task Visual Representations Josh Beal Hao Wu Dong Huk Park Andrew Zhai Dmitry Kislyuk ViT 58 30 0 12 Aug 2021
AMMUS : A Survey of Transformer-based Pretrained Models in Natural Language Processing Katikapalli Subramanyam Kalyan A. Rajasekharan S. Sangeetha VLM LM&MA 105 270 0 12 Aug 2021
Post-hoc Interpretability for Neural NLP: A Survey Andreas Madsen Siva Reddy A. Chandar XAI 120 233 0 10 Aug 2021
SynCoBERT: Syntax-Guided Multi-Modal Contrastive Pre-Training for Code Representation Xin Wang Yasheng Wang Fei Mi Pingyi Zhou Yao Wan Xiao Liu Li Li Hao Wu Jin Liu Xin Jiang 139 118 0 10 Aug 2021
Making Transformers Solve Compositional Tasks Santiago Ontañón Joshua Ainslie Vaclav Cvicek Zachary Kenneth Fisher 109 74 0 09 Aug 2021
Toward Human-Level Artificial Intelligence Deokgun Park LM&Ro 27 1 0 09 Aug 2021
Compositional Generalization in Multilingual Semantic Parsing over Wikidata Ruixiang Cui Rahul Aralikatte Heather Lent Daniel Hershcovich 88 11 0 07 Aug 2021
Fine-tuning GPT-3 for Russian Text Summarization Alexandr Nikolich Arina Puchkova 96 30 0 07 Aug 2021
Tiny Neural Models for Seq2Seq A. Kandoor 38 0 0 07 Aug 2021
Dual Reader-Parser on Hybrid Textual and Tabular Evidence for Open Domain Question Answering Alexander Hanbo Li Patrick Ng Peng Xu Henghui Zhu Zhiguo Wang Bing Xiang LMTD 208 32 0 05 Aug 2021
Robust Transfer Learning with Pretrained Language Models through Adapters Wenjuan Han Bo Pang Ying Nian Wu 69 56 0 05 Aug 2021
Mitigating harm in language models with conditional-likelihood filtration Helen Ngo Cooper D. Raterink J. Araújo Ivan Zhang Carol Chen Adrien Morisot Nick Frosst 96 42 0 04 Aug 2021
Question-controlled Text-aware Image Captioning Anwen Hu Shizhe Chen Qin Jin 76 15 0 04 Aug 2021
Knowledgeable Prompt-tuning: Incorporating Knowledge into Prompt Verbalizer for Text Classification Shengding Hu Ning Ding Huadong Wang Zhiyuan Liu Jingang Wang Juan-Zi Li Wei Wu Maosong Sun VLM 106 372 0 04 Aug 2021
Controlled Text Generation as Continuous Optimization with Multiple Constraints Sachin Kumar Eric Malmi Aliaksei Severyn Yulia Tsvetkov BDL AI4CE 106 79 0 04 Aug 2021