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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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LambdaKG: A Library for Pre-trained Language Model-Based Knowledge Graph Embeddings Xin Xie Zhoubo Li Xiaohan Wang Feiyu Xiong Ningyu Zhang 113 11 0 01 Oct 2022
Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple Tasks Zhenhailong Wang Xiaoman Pan Dian Yu Dong Yu Jianshu Chen Heng Ji VLM 109 10 0 01 Oct 2022
DecAF: Joint Decoding of Answers and Logical Forms for Question Answering over Knowledge Bases Donghan Yu Shenmin Zhang Patrick Ng Henghui Zhu Alexander Hanbo Li Jun Wang Yiqun Hu William Wang Zhiguo Wang Bing Xiang 252 87 0 30 Sep 2022
Calibrating Sequence likelihood Improves Conditional Language Generation Yao-Min Zhao Misha Khalman Rishabh Joshi Shashi Narayan Mohammad Saleh Peter J. Liu UQLM 111 135 0 30 Sep 2022
Out-of-Distribution Detection and Selective Generation for Conditional Language Models Jie Jessie Ren Jiaming Luo Yao-Min Zhao Kundan Krishna Mohammad Saleh Balaji Lakshminarayanan Peter J. Liu OODD 129 114 0 30 Sep 2022
Zero-Shot Retrieval with Search Agents and Hybrid Environments Michelle Chen Huebscher Christian Buck Massimiliano Ciaramita S. Rothe 137 9 0 30 Sep 2022
AudioGen: Textually Guided Audio Generation Felix Kreuk Gabriel Synnaeve Adam Polyak Uriel Singer Alexandre Défossez Jade Copet Devi Parikh Yaniv Taigman Yossi Adi DiffM 139 309 0 30 Sep 2022
Construction and Applications of Billion-Scale Pre-Trained Multimodal Business Knowledge Graph Shumin Deng Chengming Wang Zhoubo Li Ningyu Zhang Zelin Dai ... Mosha Chen Jiaoyan Chen Jeff Z. Pan Bryan Hooi Huajun Chen VLM 117 22 0 30 Sep 2022
What Makes Pre-trained Language Models Better Zero-shot Learners? Jinghui Lu Dongsheng Zhu Weidong Han Rui Zhao Brian Mac Namee Fei Tan 101 24 0 30 Sep 2022
Learning by Distilling Context Charles Burton Snell Dan Klein Ruiqi Zhong ReLM LRM 233 48 0 30 Sep 2022
PART: Pre-trained Authorship Representation Transformer Javier Huertas-Tato Álvaro Huertas-García Alejandro Martín 137 9 0 30 Sep 2022
ConceptNet infused DialoGPT for Underlying Commonsense Understanding and Reasoning in Dialogue Response Generation Ye Liu Wolfgang Maier Wolfgang Minker Stefan Ultes 89 2 0 29 Sep 2022
DreamFusion: Text-to-3D using 2D Diffusion Ben Poole Ajay Jain Jonathan T. Barron B. Mildenhall 259 2,445 0 29 Sep 2022
DR.BENCH: Diagnostic Reasoning Benchmark for Clinical Natural Language Processing Yanjun Gao Dmitriy Dligach Timothy A. Miller John R. Caskey Brihat Sharma M. Churpek Majid Afshar ELM LRM 99 21 0 29 Sep 2022
Generate-and-Retrieve: use your predictions to improve retrieval for semantic parsing Yury Zemlyanskiy Michiel de Jong Joshua Ainslie Panupong Pasupat Peter Shaw Linlu Qiu Sumit Sanghai Fei Sha RALM 193 20 0 29 Sep 2022
A Multiagent Framework for the Asynchronous and Collaborative Extension of Multitask ML Systems Andrea Gesmundo 104 2 0 29 Sep 2022
GROOT: Corrective Reward Optimization for Generative Sequential Labeling Kazuma Hashimoto K. Raman VLM 93 1 0 29 Sep 2022
Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical Reasoning Pan Lu Liang Qiu Kai-Wei Chang Ying Nian Wu Song-Chun Zhu Tanmay Rajpurohit Peter Clark Ashwin Kalyan ReLM LRM 209 300 0 29 Sep 2022
Bidirectional Language Models Are Also Few-shot Learners Ajay Patel Bryan Li Mohammad Sadegh Rasooli Noah Constant Colin Raffel Chris Callison-Burch LRM 140 47 0 29 Sep 2022
Re-Imagen: Retrieval-Augmented Text-to-Image Generator Wenhu Chen Hexiang Hu Chitwan Saharia William W. Cohen VLM 215 178 0 29 Sep 2022
Downstream Datasets Make Surprisingly Good Pretraining Corpora Kundan Krishna Saurabh Garg Jeffrey P. Bigham Zachary Chase Lipton 108 33 0 28 Sep 2022
Clinical Language Understanding Evaluation (CLUE) Travis R. Goodwin Dina Demner-Fushman ELM LM&MA 28 1 0 28 Sep 2022
FiD-Light: Efficient and Effective Retrieval-Augmented Text Generation Sebastian Hofstatter Jiecao Chen K. Raman Hamed Zamani RALM 98 82 0 28 Sep 2022
TVLT: Textless Vision-Language Transformer Zineng Tang Jaemin Cho Yixin Nie Joey Tianyi Zhou VLM 137 31 0 28 Sep 2022
Towards Explaining Autonomy with Verbalised Decision Tree States K. Gavriilidis A. Munafò Helen F. Hastie Conlan Cesar M. Defilippo M. Benjamin 40 2 0 28 Sep 2022
YATO: Yet Another deep learning based Text analysis Open toolkit Zeqiang Wang Yile Wang Jiageng Wu Zhiyang Teng Jie Yang 100 3 0 28 Sep 2022
Using contradictions improves question answering systems Étienne Fortier-Dubois Domenic Rosati 95 0 0 28 Sep 2022
Information Extraction and Human-Robot Dialogue towards Real-life Tasks: A Baseline Study with the MobileCS Dataset Hong Liu Hao Peng Zhijian Ou Juan-Zi Li Yi Huang Junlan Feng 89 7 0 27 Sep 2022
EditEval: An Instruction-Based Benchmark for Text Improvements Jane Dwivedi-Yu Timo Schick Zhengbao Jiang Maria Lomeli Patrick Lewis Gautier Izacard Edouard Grave Sebastian Riedel Fabio Petroni 104 28 0 27 Sep 2022
WikiDes: A Wikipedia-Based Dataset for Generating Short Descriptions from Paragraphs Hoang Thang Ta Abu Bakar Siddiqur Rahman Navonil Majumder Amir Hussain Lotfollah Najjar N. Howard Soujanya Poria Alexander Gelbukh 79 11 0 27 Sep 2022
News Summarization and Evaluation in the Era of GPT-3 Tanya Goyal Junyi Jessy Li Greg Durrett ELM 128 411 0 26 Sep 2022
Re-contextualizing Fairness in NLP: The Case of India Shaily Bhatt Sunipa Dev Partha P. Talukdar Shachi Dave Vinodkumar Prabhakaran 110 61 0 25 Sep 2022
Application of Deep Learning in Generating Structured Radiology Reports: A Transformer-Based Technique Seyed Ali Reza Moezzi Abdolrahman Ghaedi M. Rahmanian Seyedeh Zahra Mousavi A. Sami MedIm 33 9 0 25 Sep 2022
Can Transformer Models Effectively Detect Software Aspects in StackOverflow Discussion? Nibir Mandal Tashreef Muhammad G. M. Shahariar 95 1 0 24 Sep 2022
Towards Explainable 3D Grounded Visual Question Answering: A New Benchmark and Strong Baseline Lichen Zhao Daigang Cai Jing Zhang Lu Sheng Dong Xu Ruizhi Zheng Yinjie Zhao Lipeng Wang Xibo Fan 61 27 0 24 Sep 2022
Multiple-Choice Question Generation: Towards an Automated Assessment Framework Vatsal Raina Mark Gales AI4Ed ELM 75 35 0 23 Sep 2022
Promptagator: Few-shot Dense Retrieval From 8 Examples Zhuyun Dai Vincent Zhao Ji Ma Yi Luan Jianmo Ni Jing Lu A. Bakalov Kelvin Guu Keith B. Hall Ming-Wei Chang RALM 112 243 0 23 Sep 2022
ET5: A Novel End-to-end Framework for Conversational Machine Reading Comprehension Xiao Zhang Heyan Huang Zewen Chi Xian-Ling Mao LRM 84 2 0 23 Sep 2022
Towards Faithful Model Explanation in NLP: A Survey Qing Lyu Marianna Apidianaki Chris Callison-Burch XAI 237 121 0 22 Sep 2022
Learning Disentangled Representations for Natural Language Definitions Danilo S. Carvalho Giangiacomo Mercatali Yingji Zhang André Freitas CoGe DRL 93 8 0 22 Sep 2022
Selecting Better Samples from Pre-trained LLMs: A Case Study on Question Generation Xingdi Yuan Tong Wang Yen-Hsiang Wang Emery Fine Rania Abdelghani Pauline Lucas Hélene Sauzéon Pierre-Yves Oudeyer 94 30 0 22 Sep 2022
Implementing and Experimenting with Diffusion Models for Text-to-Image Generation Robin Zbinden 42 3 0 22 Sep 2022
INFINITY: A Simple Yet Effective Unsupervised Framework for Graph-Text Mutual Conversion Yi Xu Luoyi Fu Zhouhan Lin Jiexing Qi Xinbing Wang 77 3 0 22 Sep 2022
Mega: Moving Average Equipped Gated Attention Xuezhe Ma Chunting Zhou Xiang Kong Junxian He Liangke Gui Graham Neubig Jonathan May Luke Zettlemoyer 143 185 0 21 Sep 2022
Summarization Programs: Interpretable Abstractive Summarization with Neural Modular Trees Swarnadeep Saha Shiyue Zhang Peter Hase Joey Tianyi Zhou 106 20 0 21 Sep 2022
T5QL: Taming language models for SQL generation Samuel Arcadinho David Oliveira Aparício Hugo Veiga António Alegria 83 6 0 21 Sep 2022
Extreme Multi-Domain, Multi-Task Learning With Unified Text-to-Text Transfer Transformers Adebayo Oshingbesan Courage Ekoh Germann Atakpa Yonah Byaruagaba 27 0 0 21 Sep 2022
Generate rather than Retrieve: Large Language Models are Strong Context Generators Wenhao Yu Dan Iter Shuohang Wang Yichong Xu Mingxuan Ju Soumya Sanyal Chenguang Zhu Michael Zeng Meng Jiang RALM AIMat 365 341 0 21 Sep 2022
Adapting Pretrained Text-to-Text Models for Long Text Sequences Wenhan Xiong Anchit Gupta Shubham Toshniwal Yashar Mehdad Wen-tau Yih RALM VLM 120 31 0 21 Sep 2022
Dynamic Relevance Graph Network for Knowledge-Aware Question Answering Chen Zheng Parisa Kordjamshidi 42 6 0 20 Sep 2022