v1v2v3v4 (latest)

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
Noise-Robustness Through Noise: Asymmetric LoRA Adaption with Poisoning Expert Zhaokun Wang Jinyu Guo Jingwen Pu Lingfeng Chen Hongli Pu Jie Ou.Libo Qin Libo Qin Wenhong Tian AAML 34 0 0 29 May 2025
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A New Deep-learning-Based Approach For mRNA Optimization: High Fidelity, Computation Efficiency, and Multiple Optimization Factors Zheng Gong Ziyi Jiang Weihao Gao Deng Zhuo Lan Ma 33 0 0 29 May 2025
MAP: Revisiting Weight Decomposition for Low-Rank Adaptation Chongjie Si Zhiyi Shi Yadao Wang Xiaokang Yang Susanto Rahardja Wei Shen 59 0 0 29 May 2025
Leave it to the Specialist: Repair Sparse LLMs with Sparse Fine-Tuning via Sparsity Evolution Q. Xiao Alan Ansell Boqian Wu Lu Yin Mykola Pechenizkiy Shiwei Liu Decebal Constantin Mocanu 32 0 0 29 May 2025
GenIC: An LLM-Based Framework for Instance Completion in Knowledge Graphs Amel Gader Alsayed Algergawy 15 0 0 29 May 2025
Identity resolution of software metadata using Large Language Models Eva Martín del Pico Josep Lluís Gelpí Salvador Capella-Gutiérrez 22 0 0 29 May 2025
MoRE: A Mixture of Low-Rank Experts for Adaptive Multi-Task Learning Dacao Zhang Kun Zhang Shimao Chu Le Wu Xin Li Si Wei MoE ALM OffRL 32 0 0 28 May 2025
New Tools are Needed for Tracking Adherence to AI Model Behavioral Use Clauses Daniel J. McDuff Tim Korjakow Kevin Klyman Danish Contractor MedIm 31 0 0 28 May 2025
ACE: Exploring Activation Cosine Similarity and Variance for Accurate and Calibration-Efficient LLM Pruning Zhendong Mi Zhenglun Kong Geng Yuan Shaoyi Huang 51 0 0 28 May 2025
DeepRTL2: A Versatile Model for RTL-Related Tasks Yi Liu Hongji Zhang Yunhao Zhou Zhengyuan Shi Changran Xu Qiang Xu VLM 15 0 0 28 May 2025
ACE-Step: A Step Towards Music Generation Foundation Model Junmin Gong Sean Zhao Sen Wang S. Xu Joe Guo 34 2 0 28 May 2025
Two-Stage Feature Generation with Transformer and Reinforcement Learning Wanfu Gao Zengyao Man Zebin He Yuhao Tang Jun Gao Kunpeng Liu 18 0 0 28 May 2025
Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Chaitanya Sharma RALM 3DV 25 0 0 28 May 2025
Improving Continual Pre-training Through Seamless Data Packing Ruicheng Yin Xuan Gao Changze Lv Xiaohua Wang Xiaoqing Zheng Xuanjing Huang 31 0 0 28 May 2025
Highly Efficient and Effective LLMs with Multi-Boolean Architectures Ba-Hien Tran Van Minh Nguyen MQ 56 0 0 28 May 2025
Comprehensive Evaluation on Lexical Normalization: Boundary-Aware Approaches for Unsegmented Languages S. Higashiyama Masao Utiyama 12 0 0 28 May 2025
ConsRec: Denoising Sequential Recommendation through User-Consistent Preference Modeling Haidong Xin Qiushi Xiong Zhenghao Liu Sen Mei Yukun Yan Shi Yu Shuo Wang Yu Gu Ge Yu Chenyan Xiong HAI 53 0 0 28 May 2025
Revisiting Bayesian Model Averaging in the Era of Foundation Models Mijung Park UQCV MoMe 17 0 0 28 May 2025
MEDAL: A Framework for Benchmarking LLMs as Multilingual Open-Domain Chatbots and Dialogue Evaluators John Mendonça A. Lavie Isabel Trancoso 40 0 0 28 May 2025
AlignGen: Boosting Personalized Image Generation with Cross-Modality Prior Alignment Yiheng Lin Shifang Zhao Ting Liu Xiaochao Qu Luoqi Liu Yao Zhao Yunchao Wei DiffM 41 0 0 28 May 2025
Unraveling LoRA Interference: Orthogonal Subspaces for Robust Model Merging Haobo Zhang Jiayu Zhou MoMe 48 0 0 28 May 2025
Improving QA Efficiency with DistilBERT: Fine-Tuning and Inference on mobile Intel CPUs Ngeyen Yinkfu 7 0 0 28 May 2025
From Large AI Models to Agentic AI: A Tutorial on Future Intelligent Communications Feibo Jiang Cunhua Pan Li Dong Kezhi Wang O. Dobre Mérouane Debbah LLMAG AI4TS 172 1 0 28 May 2025
From Motion to Behavior: Hierarchical Modeling of Humanoid Generative Behavior Control Jusheng Zhang Jinzhou Tang Sidi Liu Mingyan Li Sheng Zhang Jian Wang Keze Wang 23 0 0 28 May 2025
Budget-Adaptive Adapter Tuning in Orthogonal Subspaces for Continual Learning in LLMs Zhiyi Wan Wanrou Du Liang Li Miao Pan Xiaoqi Qin CLL 38 0 0 28 May 2025
From Reasoning to Learning: A Survey on Hypothesis Discovery and Rule Learning with Large Language Models Kaiyu He Zhiyu Chen ReLM LRM ELM 75 0 0 28 May 2025
DocReRank: Single-Page Hard Negative Query Generation for Training Multi-Modal RAG Rerankers Navve Wasserman Oliver Heinimann Yuval Golbari Tal Zimbalist Eli Schwartz Michal Irani 51 0 0 28 May 2025
ICH-Qwen: A Large Language Model Towards Chinese Intangible Cultural Heritage Wenhao Ye Tiansheng Zheng Yue Qi Wenhua Zhao Xiyu Wang Xue Zhao Jiacheng He Yaya Zheng Dongbo Wang 15 0 0 28 May 2025
In Dialogue with Intelligence: Rethinking Large Language Models as Collective Knowledge Eleni Vasilaki KELM 15 0 0 28 May 2025
Automated Essay Scoring Incorporating Annotations from Automated Feedback Systems Christopher Ormerod 20 0 0 28 May 2025
Explainability of Large Language Models using SMILE: Statistical Model-agnostic Interpretability with Local Explanations Zeinab Dehghani Koorosh Aslansefat Adil Khan Mohammed Naveed Akram MILM LRM 132 0 0 27 May 2025
M-Wanda: Improving One-Shot Pruning for Multilingual LLMs Rochelle Choenni Ivan Titov 18 0 0 27 May 2025
Rethinking Information Synthesis in Multimodal Question Answering A Multi-Agent Perspective Krishna Singh Rajput Tejas Anvekar Chitta Baral Vivek Gupta 13 0 0 27 May 2025
A Lightweight Multi-Expert Generative Language Model System for Engineering Information and Knowledge Extraction Bogdan Bogachov Yaoyao Fiona Zhao 37 0 0 27 May 2025
PartInstruct: Part-level Instruction Following for Fine-grained Robot Manipulation Yifan Yin Zhengtao Han Shivam Aarya Jianxin Wang Shuhang Xu Jiawei Peng Angtian Wang Alan Yuille Tianmin Shu LM&Ro 32 0 0 27 May 2025
Efficient Large Language Model Inference with Neural Block Linearization Mete Erdogan F. Tonin Volkan Cevher 78 0 0 27 May 2025
ID-Align: RoPE-Conscious Position Remapping for Dynamic High-Resolution Adaptation in Vision-Language Models Bozhou Li Wentao Zhang VLM 29 0 0 27 May 2025
Open-Det: An Efficient Learning Framework for Open-Ended Detection Guiping Cao Tao Wang Wenjian Huang X. Lan Jianguo Zhang D. Jiang ObjD VLM 22 0 0 27 May 2025
Emotion-aware Dual Cross-Attentive Neural Network with Label Fusion for Stance Detection in Misinformative Social Media Content Lata Pangtey Mohammad Zia Ur Rehman Prasad Chaudhari Shubhi Bansal Nagendra Kumar 28 0 0 27 May 2025
QwT-v2: Practical, Effective and Efficient Post-Training Quantization Ningyuan Tang Minghao Fu Hao Yu Jianxin Wu MQ 89 0 0 27 May 2025
DLP: Dynamic Layerwise Pruning in Large Language Models Yuli Chen B. Cheng Jiale Han Yingying Zhang Yingting Li Shuhao Zhang 42 0 0 27 May 2025
Pretrained LLMs Learn Multiple Types of Uncertainty Roi Cohen Omri Fahn Gerard de Melo 39 0 0 27 May 2025
Test-Time Learning for Large Language Models Jinwu Hu Zhitian Zhang Guohao Chen Xutao Wen Chao Shuai Wei Luo Bin Xiao Yuanqing Li Mingkui Tan 55 0 0 27 May 2025
From Directions to Cones: Exploring Multidimensional Representations of Propositional Facts in LLMs Stanley Yu Vaidehi Bulusu Oscar Yasunaga Clayton Lau Cole Blondin Sean O'Brien Kevin Zhu Vasu Sharma 54 0 0 27 May 2025
ResSVD: Residual Compensated SVD for Large Language Model Compression Haolei Bai Siyong Jian Tuo Liang Yu Yin Huan Wang 46 0 0 26 May 2025
Deconstructing Obfuscation: A four-dimensional framework for evaluating Large Language Models assembly code deobfuscation capabilities Anton Tkachenko Dmitrij Suskevic Benjamin Adolphi 58 0 0 26 May 2025
Learning Extrapolative Sequence Transformations from Markov Chains Sophia Hager Aleem Khan Andrew Wang Nicholas Andrews BDL 33 0 0 26 May 2025