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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PRISM: A Unified Framework for Photorealistic Reconstruction and Intrinsic Scene Modeling Alara Dirik Tuanfeng Y. Wang Duygu Ceylan Stefanos Zafeiriou Anna Frühstück DiffM 40 0 0 19 Apr 2025
Meta-rater: A Multi-dimensional Data Selection Method for Pre-training Language Models Xinlin Zhuang Jiahui Peng Ren Ma Y. Wang Tianyi Bai Xingjian Wei Jiantao Qiu Chi Zhang Ying Qian Conghui He 39 0 0 19 Apr 2025
Diverse Prompts: Illuminating the Prompt Space of Large Language Models with MAP-Elites Gabriel Santos Rita Julia Marcelo Nascimento 27 0 0 19 Apr 2025
Mind the Language Gap: Automated and Augmented Evaluation of Bias in LLMs for High- and Low-Resource Languages Alessio Buscemi Cedric Lothritz Sergio Morales Marcos Gomez-Vazquez Robert Clarisó Jordi Cabot German Castignani 26 0 0 19 Apr 2025
Analysing the Robustness of Vision-Language-Models to Common Corruptions Muhammad Usama Syeda Aishah Asim Syed Bilal Ali Syed Talal Wasim Umair Bin Mansoor VLM 36 0 0 18 Apr 2025
Feature Alignment and Representation Transfer in Knowledge Distillation for Large Language Models Junjie Yang Junhao Song Xudong Han Ziqian Bi Tianyang Wang ... Y. Zhang Qian Niu Benji Peng Keyu Chen Ming Liu VLM 43 0 0 18 Apr 2025
Parameter-Efficient Continual Fine-Tuning: A Survey Eric Nuertey Coleman Luigi Quarantiello Ziyue Liu Qinwen Yang Samrat Mukherjee J. Hurtado Vincenzo Lomonaco CLL 27 0 0 18 Apr 2025
Scaling LLaNA: Advancing NeRF-Language Understanding Through Large-Scale Training Andrea Amaduzzi Pierluigi Zama Ramirez Giuseppe Lisanti Samuele Salti Luigi Di Stefano 32 0 0 18 Apr 2025
Contextualizing Spotify's Audiobook List Recommendations with Descriptive Shelves Gustavo Penha Alice Wang Martin Achenbach Kristen Sheets Sahitya Mantravadi Remi Galvez Nico Guetta-Jeanrenaud Divya Narayanan Ofeliya Kalaydzhyan Hugues Bouchard 29 0 0 18 Apr 2025
ESPLoRA: Enhanced Spatial Precision with Low-Rank Adaption in Text-to-Image Diffusion Models for High-Definition Synthesis Andrea Rigo Luca Stornaiuolo Mauro Martino Bruno Lepri N. Sebe 46 0 0 18 Apr 2025
Simplifying Graph Transformers Liheng Ma Soumyasundar Pal Yingxue Zhang Philip H. S. Torr Mark J. Coates 26 0 0 17 Apr 2025
Towards Characterizing Subjectivity of Individuals through Modeling Value Conflicts and Trade-offs Younghun Lee Dan Goldwasser LLMAG 113 0 0 17 Apr 2025
Data-efficient LLM Fine-tuning for Code Generation Weijie Lv X. Xia Sheng-Jun Huang ALM SyDa 41 0 0 17 Apr 2025
Identifying and Mitigating the Influence of the Prior Distribution in Large Language Models Liyi Zhang Veniamin Veselovsky R. Thomas McCoy Thomas L. Griffiths 52 0 0 17 Apr 2025
Pandora: A Code-Driven Large Language Model Agent for Unified Reasoning Across Diverse Structured Knowledge Yongrui Chen Junhao He Linbo Fu Shenyu Zhang Rihui Jin ... Nan Hu Y. Zhang Guilin Qi Yi Huang Tongtong Wu 33 0 0 17 Apr 2025
ACoRN: Noise-Robust Abstractive Compression in Retrieval-Augmented Language Models Singon Kim Gunho Jung Seong-Whan Lee RALM 33 0 0 17 Apr 2025
It's All Connected: A Journey Through Test-Time Memorization, Attentional Bias, Retention, and Online Optimization Ali Behrouz Meisam Razaviyayn Peilin Zhong Vahab Mirrokni 36 0 0 17 Apr 2025
Exact Learning Dynamics of In-Context Learning in Linear Transformers and Its Application to Non-Linear Transformers Nischal Mainali Lucas Teixeira 24 0 0 17 Apr 2025
$D$^{2}$MoE: Dual Routing and Dynamic Scheduling for Efficient On-Device MoE-based LLM Serving$ D $^{2}$ MoE: Dual Routing and Dynamic Scheduling for Efficient On-Device MoE-based LLM Serving Haodong Wang Qihua Zhou Zicong Hong Song Guo MoE 47 0 0 17 Apr 2025
ChartQA-X: Generating Explanations for Charts Shamanthak Hegde Pooyan Fazli H. Seifi 17 0 0 17 Apr 2025
SkyReels-V2: Infinite-length Film Generative Model Guibin Chen D. Lin Jiangping Yang Chunze Lin J. Zhu ... Di Qiu Debang Li Zhengcong Fei Yang Li Yahui Zhou DiffM VGen 47 1 0 17 Apr 2025
KODIS: A Multicultural Dispute Resolution Dialogue Corpus James Hale Sushrita Rakshit Kushal Chawla Jeanne M. Brett Jonathan Gratch 21 0 0 17 Apr 2025
Entropy-Guided Watermarking for LLMs: A Test-Time Framework for Robust and Traceable Text Generation Shizhan Cai Liang Ding Dacheng Tao WaLM 52 0 0 16 Apr 2025
Rethinking LLM-Based Recommendations: A Query Generation-Based, Training-Free Approach Donghee Han Hwanjun Song Mun Yi LRM 21 0 0 16 Apr 2025
Towards Explainable Fusion and Balanced Learning in Multimodal Sentiment Analysis Miaosen Luo Yuncheng Jiang Sijie Mai 41 0 0 16 Apr 2025
Can Pre-training Indicators Reliably Predict Fine-tuning Outcomes of LLMs? Hansi Zeng Kai Hui Honglei Zhuang Zhen Qin Zhenrui Yue Hamed Zamani Dana Alon 33 0 0 16 Apr 2025
Multilingual Contextualization of Large Language Models for Document-Level Machine Translation Miguel Moura Ramos Patrick Fernandes Sweta Agrawal André F.T. Martins 61 0 0 16 Apr 2025
You Don't Need All Attentions: Distributed Dynamic Fine-Tuning for Foundation Models Shiwei Ding Lan Zhang Zhenlin Wang Giuseppe Ateniese Xiaoyong Yuan 27 0 0 16 Apr 2025
A Scoping Review of Natural Language Processing in Addressing Medically Inaccurate Information: Errors, Misinformation, and Hallucination Zhaoyi Sun Wen-wai Yim Özlem Uzuner Fei Xia Meliha Yetisgen 35 0 0 16 Apr 2025
70% Size, 100% Accuracy: Lossless LLM Compression for Efficient GPU Inference via Dynamic-Length Float Tianyi Zhang Yang Sui Shaochen Zhong V. Chaudhary Xia Hu Anshumali Shrivastava MQ 32 0 0 15 Apr 2025
Exploring Backdoor Attack and Defense for LLM-empowered Recommendations Liangbo Ning Wenqi Fan Qing Li AAML SILM 48 0 0 15 Apr 2025
CSPLADE: Learned Sparse Retrieval with Causal Language Models Zhichao Xu Aosong Feng Yijun Tian Haibo Ding Lin Leee Cheong RALM 40 0 0 15 Apr 2025
DataDecide: How to Predict Best Pretraining Data with Small Experiments Ian H. Magnusson Nguyen Tai Ben Bogin David Heineman Jena D. Hwang ... Dirk Groeneveld Oyvind Tafjord Noah A. Smith Pang Wei Koh Jesse Dodge ALM 30 0 0 15 Apr 2025
SimpleAR: Pushing the Frontier of Autoregressive Visual Generation through Pretraining, SFT, and RL Junke Wang Zhi Tian X. Wang Xinyu Zhang Weilin Huang Zuxuan Wu Yu Jiang VGen 43 3 0 15 Apr 2025
Looking beyond the next token Abitha Thankaraj Yiding Jiang J. Zico Kolter Yonatan Bisk LRM 51 1 0 15 Apr 2025
E2E Parking Dataset: An Open Benchmark for End-to-End Autonomous Parking Kejia Gao Liguo Zhou Mingjun Liu Alois C. Knoll 20 0 0 15 Apr 2025
DeepMLF: Multimodal language model with learnable tokens for deep fusion in sentiment analysis Efthymios Georgiou V. Katsouros Yannis Avrithis Alexandros Potamianos 24 1 0 15 Apr 2025
CROSSAN: Towards Efficient and Effective Adaptation of Multiple Multimodal Foundation Models for Sequential Recommendation Junchen Fu Yongxin Ni J. Jose Ioannis Arapakis Kaiwen Zheng Y. Li Xuri Ge 29 0 0 14 Apr 2025
Augmented Relevance Datasets with Fine-Tuned Small LLMs Quentin Fitte-Rey Matyas Amrouche Romain Deveaud 29 0 0 14 Apr 2025
Unchecked and Overlooked: Addressing the Checkbox Blind Spot in Large Language Models with CheckboxQA M. Turski Mateusz Chiliński Łukasz Borchmann 28 0 0 14 Apr 2025
Mavors: Multi-granularity Video Representation for Multimodal Large Language Model Yang Shi Jiaheng Liu Yushuo Guan Z. Wu Y. Zhang ... Bohan Zeng W. Zhang Fuzheng Zhang Wenjing Yang Di Zhang VGen VLM 67 0 0 14 Apr 2025
DioR: Adaptive Cognitive Detection and Contextual Retrieval Optimization for Dynamic Retrieval-Augmented Generation Hanghui Guo Jia Zhu Shimin Di Weijie Shi Zhangze Chen Jiajie Xu 30 0 0 14 Apr 2025
Summarization of Multimodal Presentations with Vision-Language Models: Study of the Effect of Modalities and Structure Théo Gigant Camille Guinaudeau Frédéric Dufaux 24 0 0 14 Apr 2025
VDocRAG: Retrieval-Augmented Generation over Visually-Rich Documents Ryota Tanaka Taichi Iki Taku Hasegawa Kyosuke Nishida Kuniko Saito Jun Suzuki VLM 47 0 0 14 Apr 2025
Anchor Token Matching: Implicit Structure Locking for Training-free AR Image Editing Taihang Hu Linxuan Li Kai Wang Yaxing Wang Jian Yang Ming-Ming Cheng DiffM VGen 23 0 0 14 Apr 2025
Enhancing Ultra-Low-Bit Quantization of Large Language Models Through Saliency-Aware Partial Retraining Deyu Cao Samin Aref MQ 27 0 0 14 Apr 2025
Evaluation Under Imperfect Benchmarks and Ratings: A Case Study in Text Simplification Joseph Liu Yoonsoo Nam Xinyue Cui Swabha Swayamdipta 51 0 0 13 Apr 2025
CheatAgent: Attacking LLM-Empowered Recommender Systems via LLM Agent Liang-bo Ning Shijie Wang Wenqi Fan Qing Li Xin Xu Hao Chen Feiran Huang AAML 21 16 0 13 Apr 2025
Iterative Self-Training for Code Generation via Reinforced Re-Ranking Nikita Sorokin I. Sedykh Valentin Malykh 31 0 0 13 Apr 2025
Slow Thinking for Sequential Recommendation Junjie Zhang Beichen Zhang Wenqi Sun Hongyu Lu Wayne Xin Zhao Yu Chen Ji-Rong Wen OffRL LRM 32 0 0 13 Apr 2025