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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
Challenges in Measuring Bias via Open-Ended Language Generation Afra Feyza Akyürek Muhammed Yusuf Kocyigit Sejin Paik Derry Wijaya 71 26 0 23 May 2022
Simple Recurrence Improves Masked Language Models Tao Lei Ran Tian Jasmijn Bastings Ankur P. Parikh 151 4 0 23 May 2022
On the Paradox of Learning to Reason from Data Honghua Zhang Liunian Harold Li Tao Meng Kai-Wei Chang Guy Van den Broeck NAI ReLM OOD LRM 212 108 0 23 May 2022
Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding Chitwan Saharia William Chan Saurabh Saxena Lala Li Jay Whang ... Raphael Gontijo-Lopes Tim Salimans Jonathan Ho David J Fleet Mohammad Norouzi VLM 567 6,102 0 23 May 2022
Decoder Denoising Pretraining for Semantic Segmentation Emmanuel B. Asiedu Simon Kornblith Ting Chen Niki Parmar Matthias Minderer Mohammad Norouzi AI4CE 262 27 0 23 May 2022
QASem Parsing: Text-to-text Modeling of QA-based Semantics Ayal Klein Eran Hirsch Ron Eliav Valentina Pyatkin Avi Caciularu Ido Dagan 97 13 0 23 May 2022
Many-Class Text Classification with Matching Yi-Fan Song Yuxian Gu Minlie Huang VLM 29 1 0 23 May 2022
Markedness in Visual Semantic AI Robert Wolfe Aylin Caliskan VLM 107 36 0 23 May 2022
BBTv2: Towards a Gradient-Free Future with Large Language Models Tianxiang Sun Zhengfu He Hong Qian Yunhua Zhou Xuanjing Huang Xipeng Qiu 150 57 0 23 May 2022
PEVL: Position-enhanced Pre-training and Prompt Tuning for Vision-language Models Yuan Yao Qi-An Chen Ao Zhang Wei Ji Zhiyuan Liu Tat-Seng Chua Maosong Sun VLM MLLM 93 38 0 23 May 2022
Vector-Quantized Input-Contextualized Soft Prompts for Natural Language Understanding Rishabh Bhardwaj Amrita Saha Guosheng Lin Soujanya Poria VLM VPVLM 53 7 0 23 May 2022
Improving Short Text Classification With Augmented Data Using GPT-3 Salvador Balkus Donghui Yan 61 37 0 23 May 2022
Computational Storytelling and Emotions: A Survey Yusuke Mori Hiroaki Yamane Yusuke Mukuta Tatsuya Harada 88 2 0 23 May 2022
Multilingual Machine Translation with Hyper-Adapters Christos Baziotis Mikel Artetxe James Cross Shruti Bhosale 124 23 0 22 May 2022
A Domain-adaptive Pre-training Approach for Language Bias Detection in News Jan-David Krieger Timo Spinde Terry Ruas Juhi Kulshrestha Bela Gipp AI4CE 92 21 0 22 May 2022
Language Models with Image Descriptors are Strong Few-Shot Video-Language Learners Zhenhailong Wang Manling Li Ruochen Xu Luowei Zhou Jie Lei ... Chenguang Zhu Derek Hoiem Shih-Fu Chang Joey Tianyi Zhou Heng Ji MLLM VLM 225 142 0 22 May 2022
All Birds with One Stone: Multi-task Text Classification for Efficient Inference with One Forward Pass Jiaxin Huang Tianqi Liu Jialu Liu Á. Lelkes Cong Yu Jiawei Han 52 1 0 22 May 2022
Phrase-level Textual Adversarial Attack with Label Preservation Yibin Lei Yu Cao Dianqi Li Dinesh Manocha Meng Fang Mykola Pechenizkiy AAML 115 24 0 22 May 2022
Life after BERT: What do Other Muppets Understand about Language? Vladislav Lialin Kevin Zhao Namrata Shivagunde Anna Rumshisky 110 6 0 21 May 2022
Revisiting Pre-trained Language Models and their Evaluation for Arabic Natural Language Understanding Abbas Ghaddar Yimeng Wu Sunyam Bagga Ahmad Rashid Khalil Bibi ... Zhefeng Wang Baoxing Huai Xin Jiang Qun Liu Philippe Langlais 63 6 0 21 May 2022
An Empirical Investigation of Commonsense Self-Supervision with Knowledge Graphs Jiarui Zhang Filip Ilievski Kaixin Ma Jonathan M Francis A. Oltramari SSL 62 5 0 21 May 2022
DEER: Descriptive Knowledge Graph for Explaining Entity Relationships Jie Huang Kerui Zhu Kevin Chen-Chuan Chang Jinjun Xiong Wen-mei W. Hwu 87 10 0 21 May 2022
DeepStruct: Pretraining of Language Models for Structure Prediction Chenguang Wang Xiao Liu Zui Chen Haoyun Hong Jie Tang Dawn Song 276 71 0 21 May 2022
UViM: A Unified Modeling Approach for Vision with Learned Guiding Codes Alexander Kolesnikov André Susano Pinto Lucas Beyer Xiaohua Zhai Jeremiah Harmsen N. Houlsby 171 72 0 20 May 2022
Visually-Augmented Language Modeling Weizhi Wang Li Dong Hao Cheng Haoyu Song Xiaodong Liu Xifeng Yan Jianfeng Gao Furu Wei VLM 89 18 0 20 May 2022
MSTRIQ: No Reference Image Quality Assessment Based on Swin Transformer with Multi-Stage Fusion Jing Wang Haotian Fa X. Hou Yitian Xu Tao Li X. Lu Lean Fu 80 21 0 20 May 2022
Learning to Reverse DNNs from AI Programs Automatically Simin Chen Hamed Khanpour Cong Liu Wei Yang 88 16 0 20 May 2022
KERPLE: Kernelized Relative Positional Embedding for Length Extrapolation Ta-Chung Chi Ting-Han Fan Peter J. Ramadge Alexander I. Rudnicky 98 73 0 20 May 2022
Can Foundation Models Wrangle Your Data? A. Narayan Ines Chami Laurel J. Orr Simran Arora Christopher Ré LMTD AI4CE 239 231 0 20 May 2022
Overcoming Language Disparity in Online Content Classification with Multimodal Learning Gaurav Verma Rohit Mujumdar Zijie J. Wang M. D. Choudhury Srijan Kumar 80 16 0 19 May 2022
RankGen: Improving Text Generation with Large Ranking Models Kalpesh Krishna Yapei Chang John Wieting Mohit Iyyer AIMat 79 69 0 19 May 2022
SNaC: Coherence Error Detection for Narrative Summarization Tanya Goyal Junyi Jessy Li Greg Durrett 95 29 0 19 May 2022
TransTab: Learning Transferable Tabular Transformers Across Tables Zifeng Wang Jimeng Sun LMTD 85 151 0 19 May 2022
Twist Decoding: Diverse Generators Guide Each Other Jungo Kasai Keisuke Sakaguchi Ronan Le Bras Hao Peng Ximing Lu Dragomir R. Radev Yejin Choi Noah A. Smith SyDa 70 5 0 19 May 2022
Modeling Multi-hop Question Answering as Single Sequence Prediction Semih Yavuz Kazuma Hashimoto Yingbo Zhou N. Keskar Caiming Xiong 73 29 0 18 May 2022
Entailment Tree Explanations via Iterative Retrieval-Generation Reasoner D. Ribeiro Shen Wang Xiaofei Ma Rui Dong Xiaokai Wei ... Xinchi Chen Zhiheng Huang Peng Xu Andrew O. Arnold Dan Roth ReLM LRM 73 37 0 18 May 2022
Learning Rate Curriculum Florinel-Alin Croitoru Nicolae-Cătălin Ristea Radu Tudor Ionescu N. Sebe 74 9 0 18 May 2022
ERNIE-Search: Bridging Cross-Encoder with Dual-Encoder via Self On-the-fly Distillation for Dense Passage Retrieval Yuxiang Lu Yiding Liu Jiaxiang Liu Yunsheng Shi Zhengjie Huang ... Hao Tian Hua Wu Shuaiqiang Wang Dawei Yin Haifeng Wang 166 60 0 18 May 2022
Dialog Inpainting: Turning Documents into Dialogs Zhuyun Dai Arun Tejasvi Chaganty Vincent Zhao Aida Amini Q. Rashid Mike Green Kelvin Guu 77 67 0 18 May 2022
Trading Positional Complexity vs. Deepness in Coordinate Networks Jianqiao Zheng Sameera Ramasinghe Xueqian Li Simon Lucey 101 19 0 18 May 2022
Evaluation of Transfer Learning for Polish with a Text-to-Text Model Aleksandra Chrabrowa Lukasz Dragan Karol Grzegorczyk D. Kajtoch Mikołaj Koszowski Robert Mroczkowski Piotr Rybak 81 18 0 18 May 2022
LogiGAN: Learning Logical Reasoning via Adversarial Pre-training Xinyu Pi Wanjun Zhong Yan Gao Nan Duan Jian-Guang Lou NAI GAN LRM AI4CE 87 16 0 18 May 2022
PASH at TREC 2021 Deep Learning Track: Generative Enhanced Model for Multi-stage Ranking Yixuan Qiao Hao Chen Jun Wang Yongquan Lai Tuozhen Liu ... Xin Tang Rui Fang Peng Gao Wenfeng Xie Guotong Xie 51 1 0 18 May 2022
MulT: An End-to-End Multitask Learning Transformer Deblina Bhattacharjee Tong Zhang Sabine Süsstrunk Mathieu Salzmann ViT 116 68 0 17 May 2022
SKILL: Structured Knowledge Infusion for Large Language Models Fedor Moiseev Zhe Dong Enrique Alfonseca Martin Jaggi KELM 97 60 0 17 May 2022
When to Use Multi-Task Learning vs Intermediate Fine-Tuning for Pre-Trained Encoder Transfer Learning Orion Weller Kevin Seppi Matt Gardner 62 23 0 17 May 2022
MATrIX -- Modality-Aware Transformer for Information eXtraction Thomas Delteil Edouard Belval Lei Chen Luis Goncalves Vijay Mahadevan 89 3 0 17 May 2022
POViT: Vision Transformer for Multi-objective Design and Characterization of Nanophotonic Devices Xinyu Chen Renjie Li Yueyao Yu Yuanwen Shen Wenye Li Zhaoyu Zhang Yin Zhang ViT 77 1 0 17 May 2022
FactPEGASUS: Factuality-Aware Pre-training and Fine-tuning for Abstractive Summarization David Wan Joey Tianyi Zhou HILM 55 70 0 16 May 2022
Downstream Transformer Generation of Question-Answer Pairs with Preprocessing and Postprocessing Pipelines Cheng Zhang Hao Zhang Jie Wang KELM 60 8 0 15 May 2022