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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
Natural Language Deduction with Incomplete Information Zayne Sprague Kaj Bostrom Swarat Chaudhuri Greg Durrett LRM 96 17 0 01 Nov 2022
T5lephone: Bridging Speech and Text Self-supervised Models for Spoken Language Understanding via Phoneme level T5 Chan-Jan Hsu Ho-Lam Chung Hung-yi Lee Yu Tsao 118 6 0 01 Nov 2022
VarMAE: Pre-training of Variational Masked Autoencoder for Domain-adaptive Language Understanding Dou Hu Xiaolong Hou Xiyang Du Mengyuan Zhou Lian-Xin Jiang Yang Mo Xiaofeng Shi 99 13 0 01 Nov 2022
A General Search-based Framework for Generating Textual Counterfactual Explanations Daniel Gilo Shaul Markovitch LRM 92 0 0 01 Nov 2022
CONDAQA: A Contrastive Reading Comprehension Dataset for Reasoning about Negation Abhilasha Ravichander Matt Gardner Ana Marasović 112 35 0 01 Nov 2022
FRSUM: Towards Faithful Abstractive Summarization via Enhancing Factual Robustness Wenhao Wu Wei Li Jiachen Liu Xinyan Xiao Ziqiang Cao Sujian Li Hua Wu HILM 77 11 0 01 Nov 2022
Training Vision-Language Models with Less Bimodal Supervision Elad Segal Ben Bogin Jonathan Berant VLM 53 2 0 01 Nov 2022
A Close Look into the Calibration of Pre-trained Language Models Yangyi Chen Lifan Yuan Ganqu Cui Zhiyuan Liu Heng Ji 153 53 0 31 Oct 2022
Where to start? Analyzing the potential value of intermediate models Leshem Choshen Elad Venezian Shachar Don-Yehiya Noam Slonim Yoav Katz MoMe 102 27 0 31 Oct 2022
Generating Sequences by Learning to Self-Correct Sean Welleck Ximing Lu Peter West Faeze Brahman T. Shen Daniel Khashabi Yejin Choi LRM 111 238 0 31 Oct 2022
Zero-Shot Text Classification with Self-Training Ariel Gera Alon Halfon Eyal Shnarch Yotam Perlitz L. Ein-Dor Noam Slonim VLM 76 62 0 31 Oct 2022
AdaMix: Mixture-of-Adaptations for Parameter-efficient Model Tuning Yaqing Wang Sahaj Agarwal Subhabrata Mukherjee Xiaodong Liu Jing Gao Ahmed Hassan Awadallah Jianfeng Gao MoE 109 136 0 31 Oct 2022
SSD-LM: Semi-autoregressive Simplex-based Diffusion Language Model for Text Generation and Modular Control Xiaochuang Han Sachin Kumar Yulia Tsvetkov 167 91 0 31 Oct 2022
GPTQ: Accurate Post-Training Quantization for Generative Pre-trained Transformers Elias Frantar Saleh Ashkboos Torsten Hoefler Dan Alistarh MQ 206 1,015 0 31 Oct 2022
Effective Cross-Task Transfer Learning for Explainable Natural Language Inference with T5 Irina Bigoulaeva Rachneet Sachdeva Harish Tayyar Madabushi Aline Villavicencio Iryna Gurevych LRM 91 5 0 31 Oct 2022
When Language Model Meets Private Library Daoguang Zan Bei Chen Zeqi Lin Bei Guan Yongji Wang Jian-Guang Lou ALM 134 74 0 31 Oct 2022
RLET: A Reinforcement Learning Based Approach for Explainable QA with Entailment Trees Tengxiao Liu Qipeng Guo Xiangkun Hu Yue Zhang Xipeng Qiu Zheng Zhang LRM 75 14 0 31 Oct 2022
GPS: Genetic Prompt Search for Efficient Few-shot Learning Hanwei Xu Yujun Chen Yulun Du Nan Shao Yanggang Wang Haiyu Li Zhilin Yang VLM 63 31 0 31 Oct 2022
CodeEditor: Learning to Edit Source Code with Pre-trained Models Jia Li Ge Li Zhuo Li Zhi Jin Xing Hu Kechi Zhang Zhiyi Fu KELM 79 28 0 31 Oct 2022
Learning to Decompose: Hypothetical Question Decomposition Based on Comparable Texts Ben Zhou Kyle Richardson Xiaodong Yu Dan Roth ReLM 101 22 0 30 Oct 2022
Generate, Discriminate and Contrast: A Semi-Supervised Sentence Representation Learning Framework Yiming Chen Yan Zhang Bin Wang Zuozhu Liu Haizhou Li 62 26 0 30 Oct 2022
Fine-Grained Emotional Paraphrasing along Emotion Gradients Justin J Xie 54 1 0 30 Oct 2022
How Far are We from Robust Long Abstractive Summarization? Huan Yee Koh Jiaxin Ju He Zhang Ming Liu Shirui Pan HILM 113 40 0 30 Oct 2022
Beyond Prompting: Making Pre-trained Language Models Better Zero-shot Learners by Clustering Representations Yu Fei Ping Nie Zhao Meng Roger Wattenhofer Mrinmaya Sachan VLM 100 20 0 29 Oct 2022
Exploiting prompt learning with pre-trained language models for Alzheimer's Disease detection Yi Wang Jiajun Deng Tianzi Wang Bo Zheng Shoukang Hu Xunying Liu Helen M. Meng 97 16 0 29 Oct 2022
Knowledge-in-Context: Towards Knowledgeable Semi-Parametric Language Models Xiaoman Pan Wenlin Yao Hongming Zhang Dian Yu Dong Yu Jianshu Chen KELM 298 25 0 28 Oct 2022
Just-DREAM-about-it: Figurative Language Understanding with DREAM-FLUTE Yuling Gu Yao Fu Valentina Pyatkin Ian H. Magnusson Bhavana Dalvi Peter Clark 255 8 0 28 Oct 2022
BRATsynthetic: Text De-identification using a Markov Chain Replacement Strategy for Surrogate Personal Identifying Information J. D. Osborne Tobias O'Leary A. Nadimpalli S. Aly Richard Kennedy 23 1 0 28 Oct 2022
DORE: Document Ordered Relation Extraction based on Generative Framework Qipeng Guo Yuqing Yang Hang Yan Xipeng Qiu Zheng Zhang 127 7 0 28 Oct 2022
UPainting: Unified Text-to-Image Diffusion Generation with Cross-modal Guidance Wei Li Xue Xu Xinyan Xiao Jiacheng Liu Hu Yang ... Zhanpeng Wang Zhifan Feng Qiaoqiao She Yajuan Lyu Hua Wu 232 30 0 28 Oct 2022
QUILL: Query Intent with Large Language Models using Retrieval Augmentation and Multi-stage Distillation Krishna Srinivasan K. Raman Anupam Samanta Ling-Yen Liao L. Bertelli Michael Bendersky RALM LRM 81 20 0 27 Oct 2022
Improving abstractive summarization with energy-based re-ranking Diogo Pernes Afonso Mendes André F. T. Martins 78 6 0 27 Oct 2022
Terminology-aware Medical Dialogue Generation Chen Tang Hongbo Zhang Tyler Loakman Chenghua Lin Frank Guerin LM&MA MedIm 60 13 0 27 Oct 2022
What Language Model to Train if You Have One Million GPU Hours? Teven Le Scao Thomas Wang Daniel Hesslow Lucile Saulnier Stas Bekman ... Lintang Sutawika Jaesung Tae Zheng-Xin Yong Julien Launay Iz Beltagy MoE AI4CE 320 109 0 27 Oct 2022
Dial2vec: Self-Guided Contrastive Learning of Unsupervised Dialogue Embeddings Che Liu Rui Wang Junfeng Jiang Yongbin Li Fei Huang SSL 115 9 0 27 Oct 2022
Towards Language-driven Scientific AI José Manuél Gómez-Pérez 54 0 0 27 Oct 2022
Explaining the Explainers in Graph Neural Networks: a Comparative Study Antonio Longa Steve Azzolin G. Santin G. Cencetti Pietro Lio Bruno Lepri Andrea Passerini 111 31 0 27 Oct 2022
Can language models handle recursively nested grammatical structures? A case study on comparing models and humans Andrew Kyle Lampinen ReLM ELM 125 36 0 27 Oct 2022
COCO-DR: Combating Distribution Shifts in Zero-Shot Dense Retrieval with Contrastive and Distributionally Robust Learning Yue Yu Chenyan Xiong Si Sun Chao Zhang Arnold Overwijk VLM OOD 148 22 0 27 Oct 2022
Dictionary-Assisted Supervised Contrastive Learning Patrick Y. Wu Richard Bonneau Joshua A. Tucker Jonathan Nagler CLIP 66 0 0 27 Oct 2022
Open-vocabulary Semantic Segmentation with Frozen Vision-Language Models Chaofan Ma Yu-Hao Yang Yanfeng Wang Ya Zhang Weidi Xie VLM 79 48 0 27 Oct 2022
arXivEdits: Understanding the Human Revision Process in Scientific Writing Chao Jiang Wei Xu Samuel Stevens 72 23 0 26 Oct 2022
Privately Fine-Tuning Large Language Models with Differential Privacy R. Behnia Mohammadreza Ebrahimi Jason L. Pacheco B. Padmanabhan 127 51 0 26 Oct 2022
Generalization Differences between End-to-End and Neuro-Symbolic Vision-Language Reasoning Systems Wang Zhu Jesse Thomason Robin Jia VLM OOD NAI LRM 55 6 0 26 Oct 2022
Broken Neural Scaling Laws Ethan Caballero Kshitij Gupta Irina Rish David M. Krueger 148 76 0 26 Oct 2022
ProVe: A Pipeline for Automated Provenance Verification of Knowledge Graphs against Textual Sources Gabriel Amaral Odinaldo Rodrigues Elena Simperl 67 3 0 26 Oct 2022
Autoregressive Structured Prediction with Language Models Tianyu Liu Yuchen Eleanor Jiang Nicholas Monath Ryan Cotterell Mrinmaya Sachan 87 53 0 26 Oct 2022
MOCHA: A Multi-Task Training Approach for Coherent Text Generation from Cognitive Perspective Zhe Hu Hou Pong Chan Lifu Huang 99 8 0 26 Oct 2022
Analyzing Multi-Task Learning for Abstractive Text Summarization Frederic Kirstein Jan Philip Wahle Terry Ruas Bela Gipp 81 4 0 26 Oct 2022
Uncertainty Sentence Sampling by Virtual Adversarial Perturbation Han Zhang Zhen Zhang Hongfei Jiang Yang Song 40 0 0 26 Oct 2022