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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
Unified Detoxifying and Debiasing in Language Generation via Inference-time Adaptive Optimization Zonghan Yang Xiaoyuan Yi Peng Li Yang Liu Xing Xie 117 34 0 10 Oct 2022
Quantifying Social Biases Using Templates is Unreliable P. Seshadri Pouya Pezeshkpour Sameer Singh 89 34 0 09 Oct 2022
ASDOT: Any-Shot Data-to-Text Generation with Pretrained Language Models Jiannan Xiang Zhengzhong Liu Yucheng Zhou Eric P. Xing Zhiting Hu 134 16 0 09 Oct 2022
QAScore -- An Unsupervised Unreferenced Metric for the Question Generation Evaluation Tianbo Ji Chenyang Lyu Gareth J. F. Jones Liting Zhou Yvette Graham 62 21 0 09 Oct 2022
Noise-Robust De-Duplication at Scale Emily Silcock Luca DÁmico-Wong Jinglin Yang Melissa Dell SyDa 85 20 0 09 Oct 2022
Understanding and Improving Zero-shot Multi-hop Reasoning in Generative Question Answering Zhengbao Jiang Jun Araki Haibo Ding Graham Neubig LRM 76 11 0 09 Oct 2022
CHARD: Clinical Health-Aware Reasoning Across Dimensions for Text Generation Models Steven Y. Feng Vivek Khetan Bogdan Sacaleanu A. Gershman Eduard H. Hovy LRM 90 10 0 09 Oct 2022
Analogy Generation by Prompting Large Language Models: A Case Study of InstructGPT B. Bhavya Jinjun Xiong Chengxiang Zhai LRM 84 44 0 09 Oct 2022
Generative Language Models for Paragraph-Level Question Generation Asahi Ushio Fernando Alva-Manchego Jose Camacho-Collados ELM 59 48 0 08 Oct 2022
Understanding HTML with Large Language Models Izzeddin Gur Ofir Nachum Yingjie Miao Mustafa Safdari Austin Huang Aakanksha Chowdhery Sharan Narang Noah Fiedel Aleksandra Faust AI4CE 225 71 0 08 Oct 2022
ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question Answering Zhiyu Zoey Chen Shiyang Li Charese Smiley Zhiqiang Ma Sameena Shah William Yang Wang AIMat LRM AI4CE 150 116 0 07 Oct 2022
Retrieval Augmented Visual Question Answering with Outside Knowledge Weizhe Lin Bill Byrne RALM 114 77 0 07 Oct 2022
Visualize Before You Write: Imagination-Guided Open-Ended Text Generation Wanrong Zhu An Yan Yujie Lu Wenda Xu Xinze Wang Miguel P. Eckstein William Yang Wang 128 36 0 07 Oct 2022
LLMEffiChecker: Understanding and Testing Efficiency Degradation of Large Language Models Simin Chen Cong Liu Mirazul Haque Wei Yang 89 24 0 07 Oct 2022
Few-Shot Anaphora Resolution in Scientific Protocols via Mixtures of In-Context Experts Nghia T. Le Fan Bai Alan Ritter 135 12 0 07 Oct 2022
Artificial Intelligence and Natural Language Processing and Understanding in Space: A Methodological Framework and Four ESA Case Studies José Manuél Gómez-Pérez Andrés García-Silva R. Leone M. Albani Moritz Fontaine C. Poncet L. Summerer A. Donati Ilaria Roma Stefano Scaglioni 63 1 0 07 Oct 2022
How Large Language Models are Transforming Machine-Paraphrased Plagiarism Jan Philip Wahle Terry Ruas Frederic Kirstein Bela Gipp 77 35 0 07 Oct 2022
Latent Neural ODEs with Sparse Bayesian Multiple Shooting V. Iakovlev Çağatay Yıldız Markus Heinonen Harri Lähdesmäki BDL 72 11 0 07 Oct 2022
Event Extraction: A Survey Viet Dac Lai 101 9 0 07 Oct 2022
Pix2Struct: Screenshot Parsing as Pretraining for Visual Language Understanding Kenton Lee Mandar Joshi Iulia Turc Hexiang Hu Fangyu Liu Julian Martin Eisenschlos Urvashi Khandelwal Peter Shaw Ming-Wei Chang Kristina Toutanova CLIP VLM 300 280 0 07 Oct 2022
A Unified Framework for Multi-intent Spoken Language Understanding with prompting Feifan Song Lianzhe Huang Houfeng Wang 56 3 0 07 Oct 2022
Calibrating Factual Knowledge in Pretrained Language Models Qingxiu Dong Damai Dai Yifan Song Jingjing Xu Zhifang Sui Lei Li KELM 311 90 0 07 Oct 2022
A Unified Encoder-Decoder Framework with Entity Memory Zhihan Zhang Wenhao Yu Chenguang Zhu Meng Jiang 113 11 0 07 Oct 2022
Improving Large-scale Paraphrase Acquisition and Generation Yao Dou Chao Jiang Wei Xu 99 9 0 06 Oct 2022
Prompt Compression and Contrastive Conditioning for Controllability and Toxicity Reduction in Language Models David Wingate Mohammad Shoeybi Taylor Sorensen 91 77 0 06 Oct 2022
A New Path: Scaling Vision-and-Language Navigation with Synthetic Instructions and Imitation Learning Aishwarya Kamath Peter Anderson Su Wang Jing Yu Koh Alexander Ku Austin Waters Yinfei Yang Jason Baldridge Zarana Parekh LM&Ro 104 48 0 06 Oct 2022
VIMA: General Robot Manipulation with Multimodal Prompts Yunfan Jiang Agrim Gupta Zichen Zhang Guanzhi Wang Yongqiang Dou Yanjun Chen Li Fei-Fei Anima Anandkumar Yuke Zhu Linxi Fan LM&Ro 117 356 0 06 Oct 2022
Rainier: Reinforced Knowledge Introspector for Commonsense Question Answering Jiacheng Liu Skyler Hallinan Ximing Lu Pengfei He Sean Welleck Hannaneh Hajishirzi Yejin Choi RALM 99 60 0 06 Oct 2022
State-of-the-art generalisation research in NLP: A taxonomy and review Dieuwke Hupkes Mario Giulianelli Verna Dankers Mikel Artetxe Yanai Elazar ... Leila Khalatbari Maria Ryskina Rita Frieske Ryan Cotterell Zhijing Jin 272 99 0 06 Oct 2022
Guess the Instruction! Flipped Learning Makes Language Models Stronger Zero-Shot Learners Seonghyeon Ye Doyoung Kim Joel Jang Joongbo Shin Minjoon Seo FedML VLM UQCV LRM 113 25 0 06 Oct 2022
Improving the Sample Efficiency of Prompt Tuning with Domain Adaptation Xu Guo Boyang Albert Li Han Yu VLM 121 24 0 06 Oct 2022
Grape: Knowledge Graph Enhanced Passage Reader for Open-domain Question Answering Mingxuan Ju Wenhao Yu Tong Zhao Chuxu Zhang Yanfang Ye 120 24 0 06 Oct 2022
MuRAG: Multimodal Retrieval-Augmented Generator for Open Question Answering over Images and Text Wenhu Chen Hexiang Hu Xi Chen Pat Verga William W. Cohen RALM 102 160 0 06 Oct 2022
Binding Language Models in Symbolic Languages Zhoujun Cheng Tianbao Xie Peng Shi Chengzu Li Rahul Nadkarni ... Dragomir R. Radev Mari Ostendorf Luke Zettlemoyer Noah A. Smith Tao Yu LMTD 232 215 0 06 Oct 2022
Look Ma, Only 400 Samples! Revisiting the Effectiveness of Automatic N-Gram Rule Generation for Spelling Normalization in Filipino Lorenzo Jaime Yu Flores Dragomir Radev 69 0 0 06 Oct 2022
Improving the Domain Adaptation of Retrieval Augmented Generation (RAG) Models for Open Domain Question Answering Shamane Siriwardhana Rivindu Weerasekera Elliott Wen Tharindu Kaluarachchi R. Rana Suranga Nanayakkara VLM 84 187 0 06 Oct 2022
Ask Me Anything: A simple strategy for prompting language models Simran Arora A. Narayan Mayee F. Chen Laurel J. Orr Neel Guha Kush S. Bhatia Ines Chami Frederic Sala Christopher Ré ReLM LRM 296 219 0 05 Oct 2022
GLM-130B: An Open Bilingual Pre-trained Model Aohan Zeng Xiao Liu Zhengxiao Du Zihan Wang Hanyu Lai ... Jidong Zhai Wenguang Chen Peng Zhang Yuxiao Dong Jie Tang BDL LRM 391 1,102 0 05 Oct 2022
Imagen Video: High Definition Video Generation with Diffusion Models Jonathan Ho William Chan Chitwan Saharia Jay Whang Ruiqi Gao ... Diederik P. Kingma Ben Poole Mohammad Norouzi David J. Fleet Tim Salimans VGen 181 1,548 0 05 Oct 2022
Progressive Text-to-Image Generation Zhengcong Fei Mingyuan Fan Li Zhu Junshi Huang 158 4 0 05 Oct 2022
Towards Improving Faithfulness in Abstractive Summarization Preslav Nakov Mingzhe Li Xin Gao Xiangliang Zhang HILM 64 28 0 04 Oct 2022
Unveiling the Black Box of PLMs with Semantic Anchors: Towards Interpretable Neural Semantic Parsing L. Nie Jiu Sun Yanlin Wang Lun Du Lei Hou Juanzi Li Shi Han Dongmei Zhang Jidong Zhai 73 6 0 04 Oct 2022
Less is More: Task-aware Layer-wise Distillation for Language Model Compression Chen Liang Simiao Zuo Qingru Zhang Pengcheng He Weizhu Chen Tuo Zhao VLM 115 74 0 04 Oct 2022
Recitation-Augmented Language Models Zhiqing Sun Xuezhi Wang Yi Tay Yiming Yang Denny Zhou RALM 275 65 0 04 Oct 2022
Enriching Vulnerability Reports Through Automated and Augmented Description Summarization Hattan Althebeiti David A. Mohaisen 34 4 0 03 Oct 2022
Is Reinforcement Learning (Not) for Natural Language Processing: Benchmarks, Baselines, and Building Blocks for Natural Language Policy Optimization Rajkumar Ramamurthy Prithviraj Ammanabrolu Kianté Brantley Jack Hessel R. Sifa Christian Bauckhage Hannaneh Hajishirzi Yejin Choi OffRL 105 250 0 03 Oct 2022
Visual Prompt Tuning for Generative Transfer Learning Kihyuk Sohn Yuan Hao José Lezama Luisa F. Polanía Huiwen Chang Han Zhang Irfan Essa Lu Jiang VPVLM VLM 161 89 0 03 Oct 2022
Hypothesis Engineering for Zero-Shot Hate Speech Detection Janis Goldzycher Gerold Schneider 74 9 0 03 Oct 2022
Fine-grained Contrastive Learning for Definition Generation Hengyuan Zhang Dawei Li Shiping Yang Yanran Li 115 11 0 02 Oct 2022
MALM: Mixing Augmented Language Modeling for Zero-Shot Machine Translation Kshitij Gupta VLM LRM 59 2 0 01 Oct 2022