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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Towards Safer Pretraining: Analyzing and Filtering Harmful Content in Webscale datasets for Responsible LLMs Sai Krishna Mendu Harish Yenala Aditi Gulati Shanu Kumar Parag Agrawal 36 0 0 04 May 2025
Demystifying optimized prompts in language models Rimon Melamed Lucas H. McCabe H. H. Huang 39 0 0 04 May 2025
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Cannot See the Forest for the Trees: Invoking Heuristics and Biases to Elicit Irrational Choices of LLMs Haoming Yang Ke Ma Xiaojun Jia Yingfei Sun Qianqian Xu Qingming Huang AAML 183 0 0 03 May 2025
GENMO: A GENeralist Model for Human MOtion Jiefeng Li Jinkun Cao Haotian Zhang Davis Rempe Jan Kautz Umar Iqbal Ye Yuan DiffM VGen 59 1 0 02 May 2025
MoEQuant: Enhancing Quantization for Mixture-of-Experts Large Language Models via Expert-Balanced Sampling and Affinity Guidance Xing Hu Zhixuan Chen Dawei Yang Zukang Xu Chen Xu Zhihang Yuan Sifan Zhou Jiangyong Yu MoE MQ 44 0 0 02 May 2025
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Harnessing Structured Knowledge: A Concept Map-Based Approach for High-Quality Multiple Choice Question Generation with Effective Distractors Nicy Scaria Silvester John Joseph Kennedy Diksha Seth Ananya Thakur Deepak N. Subramani AI4Ed 23 0 0 02 May 2025
Compact Recurrent Transformer with Persistent Memory Edison Mucllari Z. Daniels David C. Zhang Qiang Ye CLL VLM 54 0 0 02 May 2025
Token-free Models for Sarcasm Detection Sumit Mamtani Maitreya Sonawane Kanika Agarwal Nishanth Sanjeev 48 0 0 02 May 2025
Mixture of Sparse Attention: Content-Based Learnable Sparse Attention via Expert-Choice Routing Piotr Piekos Róbert Csordás Jürgen Schmidhuber MoE VLM 104 1 0 01 May 2025
Investigating Task Arithmetic for Zero-Shot Information Retrieval Marco Braga Pranav Kasela Alessandro Raganato G. Pasi RALM 69 0 0 01 May 2025
Improving Routing in Sparse Mixture of Experts with Graph of Tokens Tam Minh Nguyen Ngoc N. Tran Khai Nguyen Richard G. Baraniuk MoE 66 0 0 01 May 2025
Multi-Modal Language Models as Text-to-Image Model Evaluators Jiahui Chen Candace Ross Reyhane Askari Hemmat Koustuv Sinha Melissa Hall M. Drozdzal Adriana Romero-Soriano EGVM 60 0 0 01 May 2025
ICQuant: Index Coding enables Low-bit LLM Quantization Xinlin Li Osama A. Hanna Christina Fragouli Suhas Diggavi MQ 64 0 0 01 May 2025
Robust Misinformation Detection by Visiting Potential Commonsense Conflict Bing Wang Ximing Li C. Li Bingrui Zhao Bo Fu Renchu Guan Shengsheng Wang 53 0 0 30 Apr 2025
Galvatron: An Automatic Distributed System for Efficient Foundation Model Training Xinyi Liu Yijiao Wang Shenhan Zhu Fangcheng Fu Qingshuo Liu Guangming Lin Bin Cui GNN 155 0 0 30 Apr 2025
LLM-based Interactive Imitation Learning for Robotic Manipulation Jonas Werner Kun-Mo Chu C. Weber S. Wermter 89 0 0 30 Apr 2025
IP-CRR: Information Pursuit for Interpretable Classification of Chest Radiology Reports Yuyan Ge Kwan Ho Ryan Chan Pablo Messina René Vidal 43 0 0 30 Apr 2025
Improving Informally Romanized Language Identification Adrian Benton Alexander Gutkin Christo Kirov Brian Roark 50 0 0 30 Apr 2025
COSMOS: Predictable and Cost-Effective Adaptation of LLMs Jiayu Wang Aws Albarghouthi Frederic Sala 52 0 0 30 Apr 2025
Nexus-Gen: A Unified Model for Image Understanding, Generation, and Editing Hong Zhang Zhongjie Duan Xingjun Wang Yuze Zhao Weiyi Lu Zhipeng Di Yongjun Xu Yingda Chen Yu Zhang MLLM 94 1 0 30 Apr 2025
Multimodal Large Language Models for Medicine: A Comprehensive Survey Jiarui Ye Hao Tang LM&MA 91 0 0 29 Apr 2025
JaccDiv: A Metric and Benchmark for Quantifying Diversity of Generated Marketing Text in the Music Industry Anum Afzal Alexandre Mercier Florian Matthes 65 0 0 29 Apr 2025
In-Context Edit: Enabling Instructional Image Editing with In-Context Generation in Large Scale Diffusion Transformer Zechuan Zhang Ji Xie Yu Lu Zongxin Yang Yuqing Yang DiffM 97 1 0 29 Apr 2025
X-Fusion: Introducing New Modality to Frozen Large Language Models Sicheng Mo Thao Nguyen Xun Huang Siddharth Srinivasan Iyer Yijun Li ... Eli Shechtman Krishna Kumar Singh Yong Jae Lee Bolei Zhou Yuheng Li 77 0 0 29 Apr 2025
Small or Large? Zero-Shot or Finetuned? Guiding Language Model Choice for Specialized Applications in Healthcare Lovedeep Gondara Jonathan Simkin Graham Sayle Shebnum Devji Gregory Arbour Raymond Ng LM&MA 46 0 0 29 Apr 2025
DYNAMAX: Dynamic computing for Transformers and Mamba based architectures Miguel Nogales Matteo Gambella Manuel Roveri 56 0 0 29 Apr 2025
UniversalRAG: Retrieval-Augmented Generation over Corpora of Diverse Modalities and Granularities Woongyeong Yeo Kangsan Kim Soyeong Jeong Jinheon Baek Sung Ju Hwang 54 1 0 29 Apr 2025
Large Language Models are Qualified Benchmark Builders: Rebuilding Pre-Training Datasets for Advancing Code Intelligence Tasks Kang Yang Xinjun Mao Shangwen Wang Yanjie Wang Tanghaoran Zhang Bo Lin Yihao Qin Zhang Zhang Yao Lu Kamal Al-Sabahi ALM 170 1 0 28 Apr 2025
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Coreference Resolution for Vietnamese Narrative Texts Hieu-Dai Tran Duc-Vu Nguyen Ngan Luu-Thuy Nguyen 49 0 0 28 Apr 2025
DiVE: Efficient Multi-View Driving Scenes Generation Based on Video Diffusion Transformer Junpeng Jiang Gangyi Hong Miao Zhang Hengtong Hu Kun Zhan Rui Shao Liqiang Nie VGen 51 0 0 28 Apr 2025
Learning Streaming Video Representation via Multitask Training Yibin Yan Jilan Xu Shangzhe Di Yikun Liu Yudi Shi Qirui Chen Zeqian Li Yifei Huang Weidi Xie CLL 84 0 0 28 Apr 2025
FineQ: Software-Hardware Co-Design for Low-Bit Fine-Grained Mixed-Precision Quantization of LLMs Xilong Xie Liang Wang Limin Xiao Meng Han Lin Sun S. Zheng Xiangrong Xu MQ 31 0 0 28 Apr 2025
Enhancing Surgical Documentation through Multimodal Visual-Temporal Transformers and Generative AI Hugo Georgenthum Cristian Cosentino Fabrizio Marozzo Pietro Liò MedIm 171 0 0 28 Apr 2025
RepText: Rendering Visual Text via Replicating Haozhao Wang Yongjun Xu Yong Li Jiajun Li Chaowei Zhang Jingchao Wang Kejia Yang Z. Chen VLM 66 0 0 28 Apr 2025
GLaMoR: Consistency Checking of OWL Ontologies using Graph Language Models Justin Mücke A. Scherp 151 0 0 26 Apr 2025
KETCHUP: K-Step Return Estimation for Sequential Knowledge Distillation Jiabin Fan Guoqing Luo Michael Bowling Lili Mou OffRL 68 0 0 26 Apr 2025
Generative Product Recommendations for Implicit Superlative Queries Kaustubh D. Dhole Nikhita Vedula Saar Kuzi Giuseppe Castellucci Eugene Agichtein S. Malmasi 52 0 0 26 Apr 2025
Dynamic Fisher-weighted Model Merging via Bayesian Optimization Sanwoo Lee Jiahao Liu Qifan Wang Jiadong Wang Xunliang Cai Yunfang Wu MoMe 172 0 0 26 Apr 2025
TextTIGER: Text-based Intelligent Generation with Entity Prompt Refinement for Text-to-Image Generation Shintaro Ozaki Kazuki Hayashi Yusuke Sakai Jingun Kwon Hidetaka Kamigaito Katsuhiko Hayashi Manabu Okumura Taro Watanabe VLM 88 0 0 25 Apr 2025
Memory Reviving, Continuing Learning and Beyond: Evaluation of Pre-trained Encoders and Decoders for Multimodal Machine Translation Zhuang Yu Shiliang Sun Jing Zhao Tengfei Song Hao Yang 48 0 0 25 Apr 2025
Pushing the boundary on Natural Language Inference Pablo Miralles-González Javier Huertas-Tato Alejandro Martín David Camacho LRM 44 0 0 25 Apr 2025
Comparing Uncertainty Measurement and Mitigation Methods for Large Language Models: A Systematic Review Toghrul Abbasli Kentaroh Toyoda Yuan Wang Leon Witt Muhammad Asif Ali Yukai Miao Dan Li Qingsong Wei UQCV 94 0 0 25 Apr 2025
BitNet v2: Native 4-bit Activations with Hadamard Transformation for 1-bit LLMs Hongyu Wang Shuming Ma Furu Wei MQ 51 1 0 25 Apr 2025
Evaluating Evaluation Metrics -- The Mirage of Hallucination Detection Atharva Kulkarni Yuan-kang Zhang Joel Ruben Antony Moniz Xiou Ge Bo-Hsiang Tseng Dhivya Piraviperumal Shri Kiran Srinivasan Hong-ye Yu HILM 86 0 0 25 Apr 2025
Generative Induction of Dialogue Task Schemas with Streaming Refinement and Simulated Interactions James D. Finch Yasasvi Josyula Jinho Choi 43 0 0 25 Apr 2025
Unified Attacks to Large Language Model Watermarks: Spoofing and Scrubbing in Unauthorized Knowledge Distillation Xin Yi Shunfan Zhengc Linlin Wanga Xiaoling Wang Liang He Liang He AAML 163 0 0 24 Apr 2025