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
Activation Patching for Interpretable Steering in Music Generation Simone Facchiano Giorgio Strano Donato Crisostomi Irene Tallini Tommaso Mencattini Fabio Galasso Emanuele Rodolà LLMSV 19 0 0 06 Apr 2025
Thanos: A Block-wise Pruning Algorithm for Efficient Large Language Model Compression Ivan Ilin Peter Richtárik 24 0 0 06 Apr 2025
On the Spatial Structure of Mixture-of-Experts in Transformers Daniel Bershatsky Ivan V. Oseledets MoE 35 0 0 06 Apr 2025
Universal Item Tokenization for Transferable Generative Recommendation Bowen Zheng Hongyu Lu Yu Chen Wayne Xin Zhao Ji-Rong Wen 29 0 0 06 Apr 2025
Pre-training Generative Recommender with Multi-Identifier Item Tokenization Bowen Zheng Enze Liu Z. Chen Zhongrui Ma Yue Wang Wayne Xin Zhao Ji-Rong Wen 33 0 0 06 Apr 2025
A Comprehensive Survey of Challenges and Opportunities of Few-Shot Learning Across Multiple Domains Andrea Gajic Sudip Vhaduri OOD VLM 51 0 0 05 Apr 2025
Investigating and Mitigating Stereotype-aware Unfairness in LLM-based Recommendations Zihuai Zhao Wenqi Fan Yao Wu Qing Li 75 1 0 05 Apr 2025
Foundation Models for Time Series: A Survey Siva Rama Krishna Kottapalli Karthik Hubli Sandeep Chandrashekhara Garima Jain Sunayana Hubli Gayathri Botla Ramesh Doddaiah AI4TS AI4CE 23 0 0 05 Apr 2025
DiTaiListener: Controllable High Fidelity Listener Video Generation with Diffusion Maksim Siniukov Di Chang Minh Tran Hongkun Gong Ashutosh Chaubey Mohammad Soleymani DiffM VGen 23 0 0 05 Apr 2025
Sensitivity Meets Sparsity: The Impact of Extremely Sparse Parameter Patterns on Theory-of-Mind of Large Language Models Yuheng Wu Wentao Guo Zirui Liu Heng Ji Zhaozhuo Xu Denghui Zhang 33 0 0 05 Apr 2025
Transformer representation learning is necessary for dynamic multi-modal physiological data on small-cohort patients Bingxu Wang Kunzhi Cai Yuqi Zhang Yachong Guo Zeyi Zhou Wenjiao Li Yachong Guo Wei Wang Qing Zhou MedIm 29 0 0 05 Apr 2025
Sigma: A dataset for text-to-code semantic parsing with statistical analysis Saleh Almohaimeed Shenyang Liu May Alsofyani Saad Almohaimeed Liqiang Wang 37 0 0 05 Apr 2025
UniRVQA: A Unified Framework for Retrieval-Augmented Vision Question Answering via Self-Reflective Joint Training Jiaqi Deng Kaize Shi Zonghan Wu Huan Huo Dingxian Wang Guandong Xu 21 0 0 05 Apr 2025
STEP: Staged Parameter-Efficient Pre-training for Large Language Models Kazuki Yano Takumi Ito Jun Suzuki LRM 47 1 0 05 Apr 2025
Entropy-Based Block Pruning for Efficient Large Language Models Liangwei Yang Yuhui Xu Juntao Tan Doyen Sahoo S. Caiming Xiong H. Wang Shelby Heinecke AAML 23 0 0 04 Apr 2025
Safe Screening Rules for Group OWL Models Runxue Bao Quanchao Lu Yanfu Zhang 36 0 0 04 Apr 2025
SkyReels-A2: Compose Anything in Video Diffusion Transformers Zhengcong Fei D. Li Di Qiu J. Wang Yikun Dou ... J. Xu Mingyuan Fan Guibin Chen Yang Li Yahui Zhou DiffM VGen 63 2 0 03 Apr 2025
MegaMath: Pushing the Limits of Open Math Corpora Fan Zhou Zengzhi Wang Nikhil Ranjan Zhoujun Cheng Liping Tang Guowei He Zhengzhong Liu Eric P. Xing LRM 46 1 0 03 Apr 2025
Leveraging LLM For Synchronizing Information Across Multilingual Tables Siddharth Khincha Tushar Kataria Ankita Anand Dan Roth Vivek Gupta 49 0 0 03 Apr 2025
Morpheus: Benchmarking Physical Reasoning of Video Generative Models with Real Physical Experiments Chenyu Zhang Daniil Cherniavskii Andrii Zadaianchuk Antonios Tragoudaras Antonios Vozikis Thijmen Nijdam Derck W. E. Prinzhorn Mark Bodracska N. Sebe E. Gavves EGVM VGen 46 0 0 03 Apr 2025
VEGAS: Towards Visually Explainable and Grounded Artificial Social Intelligence Hao Li Hao Fei Zechao Hu Zhengwei Yang Zheng Wang 45 0 0 03 Apr 2025
CoLa -- Learning to Interactively Collaborate with Large LMs Abhishek Sharma Dan Goldwasser LLMAG SyDa 58 0 0 03 Apr 2025
GPTAQ: Efficient Finetuning-Free Quantization for Asymmetric Calibration Yuhang Li Ruokai Yin Donghyun Lee Shiting Xiao Priyadarshini Panda MQ 45 0 0 03 Apr 2025
Efficient Model Editing with Task-Localized Sparse Fine-tuning Leonardo Iurada Marco Ciccone Tatiana Tommasi KELM MoMe 40 0 0 03 Apr 2025
Large (Vision) Language Models are Unsupervised In-Context Learners Artyom Gadetsky Andrei Atanov Yulun Jiang Zhitong Gao Ghazal Hosseini Mighan Amir Zamir Maria Brbić VLM MLLM LRM 67 0 0 03 Apr 2025
Spline-based Transformers Prashanth Chandran Agon Serifi Markus Gross Moritz Bächer 36 0 0 03 Apr 2025
COST: Contrastive One-Stage Transformer for Vision-Language Small Object Tracking Chunhui Zhang Li Liu Jialin Gao Xin Sun Hao Wen Xi Zhou Shiming Ge Y. Wang 33 0 0 02 Apr 2025
Register Always Matters: Analysis of LLM Pretraining Data Through the Lens of Language Variation A. Myntti Erik Henriksson Veronika Laippala S. Pyysalo 31 0 0 02 Apr 2025
Real-time Ad retrieval via LLM-generative Commercial Intention for Sponsored Search Advertising Tongtong Liu Zhaohui Wang Meiyue Qin Zenghui Lu Xudong Chen Yuekui Yang Peng Shu 36 0 0 02 Apr 2025
Training-free Dense-Aligned Diffusion Guidance for Modular Conditional Image Synthesis Zixuan Wang Duo Peng Feng Chen Y. Yang Yinjie Lei DiffM 74 0 0 02 Apr 2025
Generalized Tensor-based Parameter-Efficient Fine-Tuning via Lie Group Transformations Chongjie Si Zhiyi Shi Xuehui Wang Yichen Xiao Xiaokang Yang Wei-Ming Shen AI4CE 60 0 0 01 Apr 2025
AnimeGamer: Infinite Anime Life Simulation with Next Game State Prediction Junhao Cheng Yuying Ge Yixiao Ge Jing Liao Ying Shan VGen AI4CE 51 0 0 01 Apr 2025
Follow the Flow: On Information Flow Across Textual Tokens in Text-to-Image Models Guy Kaplan Michael Toker Yuval Reif Yonatan Belinkov Roy Schwartz DiffM 48 0 0 01 Apr 2025
Detecting Financial Fraud with Hybrid Deep Learning: A Mix-of-Experts Approach to Sequential and Anomalous Patterns Diego Vallarino 20 1 0 01 Apr 2025
On Benchmarking Code LLMs for Android Malware Analysis Yiling He Hongyu She Xingzhi Qian Xinran Zheng Zhuo Chen Z. Qin Lorenzo Cavallaro ELM 43 1 0 01 Apr 2025
Catch Me if You Search: When Contextual Web Search Results Affect the Detection of Hallucinations Mahjabin Nahar Eun-Ju Lee Jin Won Park Dongwon Lee HILM 71 0 0 01 Apr 2025
A Survey on Music Generation from Single-Modal, Cross-Modal, and Multi-Modal Perspectives Shuyu Li Shulei Ji Zihao W. Wang Songruoyao Wu Jiaxing Yu K. Zhang MGen VGen 65 1 0 01 Apr 2025
SeizureTransformer: Scaling U-Net with Transformer for Simultaneous Time-Step Level Seizure Detection from Long EEG Recordings Kerui Wu Ziyue Zhao Bülent Yener ViT 46 0 0 01 Apr 2025
QG-VTC: Question-Guided Visual Token Compression in MLLMs for Efficient VQA Shuai Li Jian Xu Xiao-Hui Li Chao Deng Lin-Lin Huang MQ 41 0 0 01 Apr 2025
VNJPTranslate: A comprehensive pipeline for Vietnamese-Japanese translation Hoang Hai Phan Nguyen Duc Minh Vu Nam Dang Phuong 46 0 0 01 Apr 2025
Accelerating Causal Network Discovery of Alzheimer Disease Biomarkers via Scientific Literature-based Retrieval Augmented Generation Xiaofan Zhou Liangjie Huang Pinyang Cheng Wenpen Yin Rui Zhang Wenrui Hao Lu Cheng 21 0 0 01 Apr 2025
Communication-Efficient and Personalized Federated Foundation Model Fine-Tuning via Tri-Matrix Adaptation Y. Li Bo Liu Sheng Huang Z. Zhang Xiaotong Yuan Richang Hong 41 0 0 31 Mar 2025
DeepDubber-V1: Towards High Quality and Dialogue, Narration, Monologue Adaptive Movie Dubbing Via Multi-Modal Chain-of-Thoughts Reasoning Guidance Junjie Zheng Zihao Chen Chaofan Ding Xinhan Di VGen 67 1 0 31 Mar 2025
UniSep: Universal Target Audio Separation with Language Models at Scale Y. Wang Hangting Chen Dongchao Yang Weiqin Li Dan Luo Guangzhi Li Shan Yang Zhiyong Wu H. Meng Xixin Wu VLM 44 1 0 31 Mar 2025
Spectral-Adaptive Modulation Networks for Visual Perception Guhnoo Yun J. Yoo Kijung Kim Jeongho Lee Paul Hongsuck Seo Dong Hwan Kim 37 0 0 31 Mar 2025
Adaptive Layer-skipping in Pre-trained LLMs Xuan Luo Weizhi Wang Xifeng Yan 107 0 0 31 Mar 2025
ORAL: Prompting Your Large-Scale LoRAs via Conditional Recurrent Diffusion Rana Muhammad Shahroz Khan Dongwen Tang Pingzhi Li Kai Wang Tianlong Chen AI4CE 101 0 0 31 Mar 2025
Text2Tracks: Prompt-based Music Recommendation via Generative Retrieval Enrico Palumbo Gustavo Penha Andreas Damianou José Luis Redondo García Timothy Christopher Heath Alice Wang Hugues Bouchard M. Lalmas 49 0 0 31 Mar 2025
Is analogy enough to draw novel adjective-noun inferences? Hayley Ross Kathryn Davidson Najoung Kim NAI 39 0 0 31 Mar 2025
Model Hemorrhage and the Robustness Limits of Large Language Models Ziyang Ma Z. Li L. Zhang Gui-Song Xia Bo Du Liangpei Zhang Dacheng Tao 54 0 0 31 Mar 2025