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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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Robust Natural Language Understanding with Residual Attention Debiasing Fei Wang James Y. Huang Tianyi Yan Wenxuan Zhou Muhao Chen 85 11 0 28 May 2023
Detecting Edit Failures In Large Language Models: An Improved Specificity Benchmark J. Hoelscher-Obermaier Julia Persson Esben Kran Ioannis Konstas Fazl Barez KELM 98 62 0 27 May 2023
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FERMAT: An Alternative to Accuracy for Numerical Reasoning Jasivan Sivakumar N. Moosavi ReLM LRM 93 4 0 27 May 2023
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Toward Understanding Generative Data Augmentation Chenyu Zheng Guoqiang Wu Chongxuan Li 96 31 0 27 May 2023
Towards Consistent Video Editing with Text-to-Image Diffusion Models Zicheng Zhang Bonan li Xuecheng Nie Congying Han Tiande Guo Luoqi Liu DiffM 69 29 0 27 May 2023
A Practical Toolkit for Multilingual Question and Answer Generation Asahi Ushio Fernando Alva-Manchego Jose Camacho-Collados SyDa 91 14 0 27 May 2023
Towards Explainable Conversational Recommender Systems Shuyu Guo Shuo Zhang Weiwei Sun Fajie Yuan Zhumin Chen Zhaochun Ren LRM 67 15 0 27 May 2023
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SwiftSage: A Generative Agent with Fast and Slow Thinking for Complex Interactive Tasks Bill Yuchen Lin Yicheng Fu Karina Yang Faeze Brahman Shiyu Huang Chandra Bhagavatula Prithviraj Ammanabrolu Yejin Choi Xiang Ren LLMAG LM&Ro LRM 121 151 0 27 May 2023
Improving Generalization in Language Model-Based Text-to-SQL Semantic Parsing: Two Simple Semantic Boundary-Based Techniques Daking Rai Bailin Wang Yilun Zhou Ziyu Yao 100 31 0 27 May 2023
Zero- and Few-Shot Event Detection via Prompt-Based Meta Learning Zhenrui Yue Huimin Zeng Mengfei Lan Heng Ji D. Wang VLM 70 14 0 27 May 2023
Modularized Zero-shot VQA with Pre-trained Models Rui Cao Jing Jiang LRM 95 3 0 27 May 2023
DNA-GPT: Divergent N-Gram Analysis for Training-Free Detection of GPT-Generated Text Xianjun Yang Wei Cheng Yue Wu Linda R. Petzold William Yang Wang Haifeng Chen DeLMO 117 97 0 27 May 2023
Benchmarking Diverse-Modal Entity Linking with Generative Models Sijia Wang Alexander Hanbo Li He Zhu Shenmin Zhang Chung-Wei Hang ... William Wang Zhiguo Wang Vittorio Castelli Bing Xiang Patrick Ng VLM 102 9 0 27 May 2023
Augmentation-Adapted Retriever Improves Generalization of Language Models as Generic Plug-In Zichun Yu Chenyan Xiong S. Yu Zhiyuan Liu KELM VLM 104 69 0 27 May 2023
Why Does Zero-Shot Cross-Lingual Generation Fail? An Explanation and a Solution Tianjian Li Kenton W. Murray 109 26 0 27 May 2023
Honey, I Shrunk the Language: Language Model Behavior at Reduced Scale Vijeta Deshpande Dan Pechi Shree Thatte Vladislav Lialin Anna Rumshisky 132 8 0 26 May 2023
Federated Learning for Semantic Parsing: Task Formulation, Evaluation Setup, New Algorithms Tianshu Zhang Changchang Liu Wei-Han Lee Yu-Chuan Su Huan Sun FedML 54 5 0 26 May 2023
Expand, Rerank, and Retrieve: Query Reranking for Open-Domain Question Answering Yung-Sung Chuang Wei Fang Shang-Wen Li Wen-tau Yih James R. Glass LRM 70 13 0 26 May 2023
CREST: A Joint Framework for Rationalization and Counterfactual Text Generation Marcos Vinícius Treviso Alexis Ross Nuno M. Guerreiro André F.T. Martins 107 17 0 26 May 2023
Exploiting Abstract Meaning Representation for Open-Domain Question Answering Cunxiang Wang Zhikun Xu Qipeng Guo Xiangkun Hu Xuefeng Bai Zheng Zhang Yue Zhang 93 4 0 26 May 2023
Diable: Efficient Dialogue State Tracking as Operations on Tables Pietro Lesci Yoshinari Fujinuma Momchil Hardalov Chao Shang Yassine Benajiba Lluís Marquez LMTD 87 7 0 26 May 2023
NormBank: A Knowledge Bank of Situational Social Norms Caleb Ziems Jane Dwivedi-Yu Yi-Chia Wang A. Halevy Diyi Yang 113 45 0 26 May 2023
Learning to Imagine: Visually-Augmented Natural Language Generation Tianyi Tang Yushuo Chen Yifan Du Junyi Li Wayne Xin Zhao Ji-Rong Wen DiffM 85 9 0 26 May 2023
Finspector: A Human-Centered Visual Inspection Tool for Exploring and Comparing Biases among Foundation Models Bum Chul Kwon Nandana Mihindukulasooriya VLM 114 6 0 26 May 2023
On Evaluating Adversarial Robustness of Large Vision-Language Models Yunqing Zhao Tianyu Pang Chao Du Xiao Yang Chongxuan Li Ngai-Man Cheung Min Lin VLM AAML MLLM 161 184 0 26 May 2023
UMSE: Unified Multi-scenario Summarization Evaluation Shen Gao Zhitao Yao Chongyang Tao Preslav Nakov Fajie Yuan Zhaochun Ren Zhumin Chen 91 5 0 26 May 2023
Hierarchical Verbalizer for Few-Shot Hierarchical Text Classification Kexi Ji Yixin Lian Jingsheng Gao Baoyuan Wang VLM 95 22 0 26 May 2023
Scientific Fact-Checking: A Survey of Resources and Approaches Juraj Vladika Florian Matthes HILM 121 52 0 26 May 2023
Domain Aligned Prefix Averaging for Domain Generalization in Abstractive Summarization Pranav Ajit Nair Sukomal Pal Pradeepika Verm MoMe 87 2 0 26 May 2023
With a Little Push, NLI Models can Robustly and Efficiently Predict Faithfulness Julius Steen Juri Opitz Anette Frank K. Markert HILM 87 9 0 26 May 2023
Conjunct Resolution in the Face of Verbal Omissions Royi Rassin Yoav Goldberg Reut Tsarfaty CVBM 120 0 0 26 May 2023
AlignScore: Evaluating Factual Consistency with a Unified Alignment Function Yuheng Zha Yichi Yang Ruichen Li Zhiting Hu HILM 130 208 0 26 May 2023
PIP: Parse-Instructed Prefix for Syntactically Controlled Paraphrase Generation Yixin Wan Kuan-Hao Huang Kai-Wei Chang 113 7 0 26 May 2023
Detect Any Shadow: Segment Anything for Video Shadow Detection Yonghui Wang Wen-gang Zhou Yunyao Mao Houqiang Li VLM 98 24 0 26 May 2023
GDA: Generative Data Augmentation Techniques for Relation Extraction Tasks Xuming Hu Aiwei Liu Zeqi Tan Xin Zhang Chenwei Zhang Irwin King Philip S. Yu 131 16 0 26 May 2023
Efficient Detection of LLM-generated Texts with a Bayesian Surrogate Model Yibo Miao Hongcheng Gao Hao Zhang Zhijie Deng DeLMO 103 20 0 26 May 2023
Beyond Chain-of-Thought, Effective Graph-of-Thought Reasoning in Language Models Yao Yao Z. Li Hai Zhao ReLM LRM 85 22 0 26 May 2023
On the Tool Manipulation Capability of Open-source Large Language Models Qiantong Xu Fenglu Hong Yangqiu Song Changran Hu Zheng Chen Jian Zhang LLMAG 113 78 0 25 May 2023
Don't Retrain, Just Rewrite: Countering Adversarial Perturbations by Rewriting Text Ashim Gupta Carter Blum Temma Choji Yingjie Fei Shalin S Shah Alakananda Vempala Vivek Srikumar AAML 67 9 0 25 May 2023
Uncovering and Categorizing Social Biases in Text-to-SQL Yang Liu Yan Gao Zhe Su Xiaokang Chen Elliott Ash Jian-Guang Lou 112 6 0 25 May 2023
Prompt-Free Diffusion: Taking "Text" out of Text-to-Image Diffusion Models Xingqian Xu Jiayi Guo Zhangyang Wang Gao Huang Irfan Essa Humphrey Shi VLM DiffM 127 62 0 25 May 2023
Scan and Snap: Understanding Training Dynamics and Token Composition in 1-layer Transformer Yuandong Tian Yiping Wang Beidi Chen S. Du MLT 120 79 0 25 May 2023
ChatCAD+: Towards a Universal and Reliable Interactive CAD using LLMs Zihao Zhao Sheng Wang Jinchen Gu Yitao Zhu Lanzhuju Mei Zixu Zhuang Zhiming Cui Qian Wang Dinggang Shen LM&MA 122 43 0 25 May 2023