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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
Hybrid Graphs for Table-and-Text based Question Answering using LLMs Ankush Agarwal Ganesh S Chaitanya Devaguptapu LMTD 107 1 0 29 Jan 2025
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LiPO: Listwise Preference Optimization through Learning-to-Rank Tianqi Liu Zhen Qin Junru Wu Jiaming Shen Misha Khalman ... Mohammad Saleh Simon Baumgartner Jialu Liu Peter J. Liu Xuanhui Wang 328 60 0 28 Jan 2025
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Turn That Frown Upside Down: FaceID Customization via Cross-Training Data Shuhe Wang Xiaoya Li Xiaofei Sun G. Wang Tianwei Zhang Jiwei Li Eduard H. Hovy 119 1 0 28 Jan 2025
Explaining Categorical Feature Interactions Using Graph Covariance and LLMs Cencheng Shen Darren Edge Jonathan Larson Carey E. Priebe 107 1 0 28 Jan 2025
SimRAG: Self-Improving Retrieval-Augmented Generation for Adapting Large Language Models to Specialized Domains Ran Xu Hui Liu Sreyashi Nag Zhenwei Dai Yaochen Xie ... Chen Luo Yang Li Joyce C. Ho Carl Yang Qi He RALM 179 11 0 28 Jan 2025
STAR: Stepwise Task Augmentation and Relation Learning for Aspect Sentiment Quad Prediction Wenna Lai H. Xie Guandong Xu Qing Li 77 1 0 28 Jan 2025
Large Language Model Distilling Medication Recommendation Model Qidong Liu Xian Wu Xiangyu Zhao Yuanshao Zhu Zijian Zhang Feng Tian Yefeng Zheng LM&MA 146 20 0 28 Jan 2025
ASRank: Zero-Shot Re-Ranking with Answer Scent for Document Retrieval Abdelrahman Abdallah Jamshid Mozafari Bhawna Piryani Adam Jatowt 129 2 0 28 Jan 2025
Multi-Grained Query-Guided Set Prediction Network for Grounded Multimodal Named Entity Recognition Jielong Tang Zhenxing Wang Ziyang Gong Jianxing Yu Shuang Wang Jian Yin 156 0 0 28 Jan 2025
Ister: Inverted Seasonal-Trend Decomposition Transformer for Explainable Multivariate Time Series Forecasting Fanpu Cao Shu Yang Zhengjian Chen Ye Liu Laizhong Cui AI4TS 73 0 0 28 Jan 2025
Commute Your Domains: Trajectory Optimality Criterion for Multi-Domain Learning Alexey Rukhovich Alexander Podolskiy Irina Piontkovskaya 96 0 0 28 Jan 2025
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Optimizing Sentence Embedding with Pseudo-Labeling and Model Ensembles: A Hierarchical Framework for Enhanced NLP Tasks Ziwei Liu Qi Zhang Lifu Gao 86 0 0 28 Jan 2025
Zero-Shot Decision Tree Construction via Large Language Models Lucas Carrasco Felipe Urrutia Andrés Abeliuk 184 0 0 28 Jan 2025
BiFold: Bimanual Cloth Folding with Language Guidance Oriol Barbany Adrià Colomé Carme Torras 52 1 0 27 Jan 2025
Test-Time Code-Switching for Cross-lingual Aspect Sentiment Triplet Extraction Dongming Sheng Kexin Han Hao Li Yan Zhang Yucheng Huang Jun Lang Wenqiang Liu 75 0 0 24 Jan 2025
Parameter-Efficient Fine-Tuning for Foundation Models Dan Zhang Tao Feng Lilong Xue Yuandong Wang Yuxiao Dong J. Tang 234 12 0 23 Jan 2025
A Transformer-based Autoregressive Decoder Architecture for Hierarchical Text Classification Younes Yousef Lukas Galke A. Scherp 118 0 0 23 Jan 2025
RAMQA: A Unified Framework for Retrieval-Augmented Multi-Modal Question Answering Yang Bai Christan Earl Grant Daisy Zhe Wang RALM 124 1 0 23 Jan 2025
TrueReason: An Exemplar Personalised Learning System Integrating Reasoning with Foundational Models Sahan Bulathwela Daniel Van Niekerk Jarrod Shipton Maria Perez-Ortiz Benjamin Rosman John Shawe-Taylor LRM 106 0 0 23 Jan 2025
FlanEC: Exploring Flan-T5 for Post-ASR Error Correction Moreno La Quatra Valerio Mario Salerno Yu Tsao Sabato Marco Siniscalchi 179 2 0 22 Jan 2025
LLMs as Repositories of Factual Knowledge: Limitations and Solutions Seyed Mahed Mousavi Simone Alghisi Giuseppe Riccardi KELM 105 1 0 22 Jan 2025
Accelerate High-Quality Diffusion Models with Inner Loop Feedback M. Gwilliam Han Cai Di Wu Abhinav Shrivastava Zhiyu Cheng 226 1 0 22 Jan 2025
NExtLong: Toward Effective Long-Context Training without Long Documents Chaochen Gao Xing Wu Zijia Lin Debing Zhang Songlin Hu SyDa 186 2 0 22 Jan 2025
Compositional Instruction Following with Language Models and Reinforcement Learning Vanya Cohen Geraud Nangue Tasse N. Gopalan Steven D. James Matthew C. Gombolay Ray Mooney Benjamin Rosman 109 0 0 21 Jan 2025
Fact-Preserved Personalized News Headline Generation Zhao Yang Junhong Lian Xiang Ao 471 1 0 21 Jan 2025
BiMarker: Enhancing Text Watermark Detection for Large Language Models with Bipolar Watermarks Zhuang Li 148 1 0 21 Jan 2025
LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations Soumya Dutta Sriram Ganapathy 118 6 0 20 Jan 2025
Empirical Evaluation of Embedding Models in the Context of Text Classification in Document Review in Construction Delay Disputes Fusheng Wei Robert Neary Han Qin Qiang Mao Jianping Zhang 99 0 0 20 Jan 2025
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Can AI-Generated Text be Reliably Detected? Vinu Sankar Sadasivan Aounon Kumar S. Balasubramanian Wenxiao Wang Soheil Feizi DeLMO 291 389 0 20 Jan 2025
Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents Junkai Li Yunghwei Lai Weitao Li Jingyi Ren Meng Zhang ... Siyu Wang Ziwei Sun Yanzhe Zhang Weizhi Ma Yang Liu LLMAG LM&MA LM&Ro MedIm 173 122 0 20 Jan 2025
BoK: Introducing Bag-of-Keywords Loss for Interpretable Dialogue Response Generation Suvodip Dey M. Desarkar OffRL 95 0 0 20 Jan 2025
Generative Retrieval for Book search Yubao Tang Ruqing Zhang Jiafeng Guo Maarten de Rijke Shihao Liu Shuaiqiang Wang Dawei Yin Xueqi Cheng RALM 158 0 0 19 Jan 2025
Reliable Text-to-SQL with Adaptive Abstention Kaiwen Chen Yueting Chen Xiaohui Yu Nick Koudas RALM 90 2 0 18 Jan 2025
Confidence Estimation for Error Detection in Text-to-SQL Systems Oleg Somov Elena Tutubalina 88 2 0 17 Jan 2025
Point-PRC: A Prompt Learning Based Regulation Framework for Generalizable Point Cloud Analysis Hongyu Sun Qiuhong Ke Yanjie Wang Wang Chen Kang Yang Deying Li Jianfei Cai 3DPC 209 3 0 17 Jan 2025
A Comprehensive Survey of Foundation Models in Medicine Wasif Khan Seowung Leem Kyle B. See Joshua K. Wong Shaoting Zhang R. Fang AI4CE LM&MA VLM 286 27 0 17 Jan 2025
Large language models for automated scholarly paper review: A survey Zhenzhen Zhuang Jiandong Chen Hongfeng Xu Yuwen Jiang Jialiang Lin 88 6 0 17 Jan 2025
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Rethinking Post-Training Quantization: Introducing a Statistical Pre-Calibration Approach Alireza Ghaffari Sharareh Younesian Boxing Chen Vahid Partovi Nia M. Asgharian MQ 80 0 0 17 Jan 2025
Tapping the Potential of Large Language Models as Recommender Systems: A Comprehensive Framework and Empirical Analysis Lanling Xu Junjie Zhang Bingqian Li Jinpeng Wang Sheng Chen Wayne Xin Zhao Ji-Rong Wen 183 18 0 17 Jan 2025
Text-Diffusion Red-Teaming of Large Language Models: Unveiling Harmful Behaviors with Proximity Constraints Jonathan Nöther Adish Singla Goran Radanović AAML 163 0 0 14 Jan 2025
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