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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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PPT: Pre-trained Prompt Tuning for Few-shot Learning Yuxian Gu Xu Han Zhiyuan Liu Minlie Huang VLM 165 420 0 09 Sep 2021
Translate & Fill: Improving Zero-Shot Multilingual Semantic Parsing with Synthetic Data Massimo Nicosia Zhongdi Qu Yasemin Altun 76 26 0 09 Sep 2021
MetaXT: Meta Cross-Task Transfer between Disparate Label Spaces Srinagesh Sharma Guoqing Zheng Ahmed Hassan Awadallah 50 1 0 09 Sep 2021
KELM: Knowledge Enhanced Pre-Trained Language Representations with Message Passing on Hierarchical Relational Graphs Yinquan Lu H. Lu Guirong Fu Qun Liu KELM 46 34 0 09 Sep 2021
Weakly-Supervised Visual-Retriever-Reader for Knowledge-based Question Answering Man Luo Yankai Zeng Pratyay Banerjee Chitta Baral RALM 131 66 0 09 Sep 2021
What's Hidden in a One-layer Randomly Weighted Transformer? Sheng Shen Z. Yao Douwe Kiela Kurt Keutzer Michael W. Mahoney 52 4 0 08 Sep 2021
Retrieve, Caption, Generate: Visual Grounding for Enhancing Commonsense in Text Generation Models Steven Y. Feng Kevin Lu Zhuofu Tao Malihe Alikhani Teruko Mitamura Eduard H. Hovy Varun Gangal LRM 79 13 0 08 Sep 2021
Sparsity and Sentence Structure in Encoder-Decoder Attention of Summarization Systems Potsawee Manakul Mark Gales 64 5 0 08 Sep 2021
Smelting Gold and Silver for Improved Multilingual AMR-to-Text Generation Leonardo F. R. Ribeiro Jonas Pfeiffer Yue Zhang Iryna Gurevych 75 11 0 08 Sep 2021
TruthfulQA: Measuring How Models Mimic Human Falsehoods Stephanie C. Lin Jacob Hilton Owain Evans HILM 153 1,956 0 08 Sep 2021
Memory and Knowledge Augmented Language Models for Inferring Salience in Long-Form Stories David Wilmot Frank Keller RALM KELM 78 21 0 08 Sep 2021
Label Verbalization and Entailment for Effective Zero- and Few-Shot Relation Extraction Oscar Sainz Oier López de Lacalle Gorka Labaka Ander Barrena Eneko Agirre 57 126 0 08 Sep 2021
Discrete and Soft Prompting for Multilingual Models Mengjie Zhao Hinrich Schütze LRM 92 72 0 08 Sep 2021
NSP-BERT: A Prompt-based Few-Shot Learner Through an Original Pre-training Task--Next Sentence Prediction Yi Sun Yu Zheng Chao Hao Hangping Qiu VLM 107 37 0 08 Sep 2021
R2-D2: A Modular Baseline for Open-Domain Question Answering Martin Fajcik Martin Docekal Karel Ondrej Pavel Smrz 72 47 0 08 Sep 2021
Sequence Level Contrastive Learning for Text Summarization Shusheng Xu Xingxing Zhang Yi Wu Furu Wei 117 98 0 08 Sep 2021
On the Challenges of Evaluating Compositional Explanations in Multi-Hop Inference: Relevance, Completeness, and Expert Ratings Peter Alexander Jansen Kelly Smith Dan Moreno Huitzilin Ortiz CoGe ReLM LRM 78 9 0 07 Sep 2021
Beyond Preserved Accuracy: Evaluating Loyalty and Robustness of BERT Compression Canwen Xu Wangchunshu Zhou Tao Ge Kelvin J. Xu Julian McAuley Furu Wei 76 42 0 07 Sep 2021
Aspect-Controllable Opinion Summarization Reinald Kim Amplayo Stefanos Angelidis Mirella Lapata 71 75 0 07 Sep 2021
How much pretraining data do language models need to learn syntax? Laura Pérez-Mayos Miguel Ballesteros Leo Wanner 55 32 0 07 Sep 2021
Generate & Rank: A Multi-task Framework for Math Word Problems Jianhao Shen Yichun Yin Lin Li Lifeng Shang Xin Jiang Ming Zhang Qun Liu AIMat 87 133 0 07 Sep 2021
Datasets: A Community Library for Natural Language Processing Quentin Lhoest Albert Villanova del Moral Yacine Jernite A. Thakur Patrick von Platen ... Thibault Goehringer Victor Mustar François Lagunas Alexander M. Rush Thomas Wolf 276 614 0 07 Sep 2021
Text-to-Table: A New Way of Information Extraction Xueqing Wu Jiacheng Zhang Hang Li LMTD 88 57 0 06 Sep 2021
General-Purpose Question-Answering with Macaw Oyvind Tafjord Peter Clark SyDa ELM MLLM 86 60 0 06 Sep 2021
Vision Guided Generative Pre-trained Language Models for Multimodal Abstractive Summarization Tiezheng Yu Wenliang Dai Zihan Liu Pascale Fung 105 74 0 06 Sep 2021
PermuteFormer: Efficient Relative Position Encoding for Long Sequences Peng-Jen Chen 93 21 0 06 Sep 2021
Modular Framework for Visuomotor Language Grounding Kolby Nottingham Litian Liang Daeyun Shin Charless C. Fowlkes Roy Fox Sameer Singh 81 12 0 05 Sep 2021
SideControl: Controlled Open-domain Dialogue Generation via Additive Side Networks Wanyu Du Yangfeng Ji AI4CE 47 7 0 05 Sep 2021
FewshotQA: A simple framework for few-shot learning of question answering tasks using pre-trained text-to-text models Rakesh Chada P. Natarajan 95 46 0 04 Sep 2021
CREAK: A Dataset for Commonsense Reasoning over Entity Knowledge Yasumasa Onoe Michael J.Q. Zhang Eunsol Choi Greg Durrett HILM 87 87 0 03 Sep 2021
Finetuned Language Models Are Zero-Shot Learners Jason W. Wei Maarten Bosma Vincent Zhao Kelvin Guu Adams Wei Yu Brian Lester Nan Du Andrew M. Dai Quoc V. Le ALM UQCV 352 3,811 0 03 Sep 2021
Biomedical Data-to-Text Generation via Fine-Tuning Transformers Ruslan Yermakov Nicholas Drago Angelo Ziletti MedIm 58 13 0 03 Sep 2021
Do Prompt-Based Models Really Understand the Meaning of their Prompts? Albert Webson Ellie Pavlick LRM 136 374 0 02 Sep 2021
MultiEURLEX -- A multi-lingual and multi-label legal document classification dataset for zero-shot cross-lingual transfer Ilias Chalkidis Manos Fergadiotis Ion Androutsopoulos AILaw 104 111 0 02 Sep 2021
CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation Yue Wang Weishi Wang Shafiq Joty Guosheng Lin 372 1,616 0 02 Sep 2021
Survey of Low-Resource Machine Translation Barry Haddow Rachel Bawden Antonio Valerio Miceli Barone Jindvrich Helcl Alexandra Birch AIMat 118 164 0 01 Sep 2021
Boosting Search Engines with Interactive Agents Leonard Adolphs Benjamin Boerschinger Christian Buck Michelle Chen Huebscher Massimiliano Ciaramita ... Thomas Hofmann Yannic Kilcher Sascha Rothe Pier Giuseppe Sessa Lierni Sestorain Saralegui LLMAG 139 24 0 01 Sep 2021
It's not Rocket Science : Interpreting Figurative Language in Narratives Tuhin Chakrabarty Yejin Choi Vered Shwartz 97 58 0 31 Aug 2021
Effective Sequence-to-Sequence Dialogue State Tracking Jeffrey Zhao Mahdis Mahdieh Ye Zhang Yuan Cao Yonghui Wu 134 42 0 31 Aug 2021
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 105 114 0 31 Aug 2021
Contrastive Domain Adaptation for Question Answering using Limited Text Corpora Zhenrui Yue Bernhard Kratzwald Stefan Feuerriegel OOD 68 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 82 257 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 152 180 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