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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GenKnowSub: Improving Modularity and Reusability of LLMs through General Knowledge Subtraction Mohammadtaha Bagherifard Sahar Rajabi Ali Edalat Yadollah Yaghoobzadeh KELM 29 0 0 16 May 2025
Low-Resource Language Processing: An OCR-Driven Summarization and Translation Pipeline Hrishit Madhavi Jacob Cherian Yuvraj Khamkar Dhananjay Bhagat VLM 12 0 0 16 May 2025
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MergeBench: A Benchmark for Merging Domain-Specialized LLMs Yifei He Siqi Zeng Yuzheng Hu Rui Yang Tong Zhang Han Zhao MoMe ALM 24 0 0 16 May 2025
Gaussian Weight Sampling for Scalable, Efficient and Stable Pseudo-Quantization Training Myeonghwan Ahn Sungjoo Yoo MQ 17 0 0 16 May 2025
From Trade-off to Synergy: A Versatile Symbiotic Watermarking Framework for Large Language Models Yidan Wang Yubing Ren Yanan Cao Binxing Fang 30 0 0 15 May 2025
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Task-Core Memory Management and Consolidation for Long-term Continual Learning Tianyu Huai Jie Zhou Yuxuan Cai Qin Chen Wen Wu Xingjiao Wu Xipeng Qiu Liang He CLL 33 0 0 15 May 2025
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Multi-Token Prediction Needs Registers Anastasios Gerontopoulos Spyros Gidaris N. Komodakis 24 0 0 15 May 2025
Exploring the Deep Fusion of Large Language Models and Diffusion Transformers for Text-to-Image Synthesis Bingda Tang Boyang Zheng Xichen Pan Sayak Paul Saining Xie 29 0 0 15 May 2025
Comparing LLM Text Annotation Skills: A Study on Human Rights Violations in Social Media Data Poli A. Nemkova S. Ubani Mark V. Albert AILaw 35 0 0 15 May 2025
ComplexFormer: Disruptively Advancing Transformer Inference Ability via Head-Specific Complex Vector Attention Jintian Shao Hongyi Huang Jiayi Wu Beiwen Zhang ZhiYu Wu You Shan MingKai Zheng 29 0 0 15 May 2025
AI Agents vs. Agentic AI: A Conceptual Taxonomy, Applications and Challenges Ranjan Sapkota Konstantinos I Roumeliotis Manoj Karkee AI4TS 24 0 0 15 May 2025
Variational Prefix Tuning for Diverse and Accurate Code Summarization Using Pre-trained Language Models Junda Zhao Yuliang Song Eldan Cohen 21 0 0 14 May 2025
Multilingual Machine Translation with Quantum Encoder Decoder Attention-based Convolutional Variational Circuits Subrit Dikshit Ritu Tiwari Priyank Jain 24 0 0 14 May 2025
Language Agents Mirror Human Causal Reasoning Biases. How Can We Help Them Think Like Scientists? Anthony GX-Chen Dongyan Lin Mandana Samiei Doina Precup Blake A. Richards Rob Fergus Kenneth Marino CML LRM 34 0 0 14 May 2025
A 2D Semantic-Aware Position Encoding for Vision Transformers Xi Chen Shiyang Zhou Muqi Huang Jiaxu Feng Yun Xiong ... Yuyao Zhang Huishuai Bao Sijia Peng Chong Li Feng Shi ViT 31 0 0 14 May 2025
Controllable Image Colorization with Instance-aware Texts and Masks Yanru An Ling Gui Qiang Hu Chunlei Cai Tianxiao Ye Xiaoyun Zhang Yanfeng Wang DiffM 36 0 0 13 May 2025
ALOHA: Empowering Multilingual Agent for University Orientation with Hierarchical Retrieval Mingxu Tao Bowen Tang Mingxuan Ma Yining Zhang Hourun Li Feifan Wen Hao Ma Jia-Qi Yang 22 0 0 13 May 2025
Evaluating LLM Metrics Through Real-World Capabilities Justin K Miller Wenjia Tang ELM ALM 44 0 0 13 May 2025
RepCali: High Efficient Fine-tuning Via Representation Calibration in Latent Space for Pre-trained Language Models Fujun Zhang Xiangdong Su 34 0 0 13 May 2025
Large Language Models Meet Stance Detection: A Survey of Tasks, Methods, Applications, Challenges and Future Directions Lata Pangtey Anukriti Bhatnagar Shubhi Bansal Shahid Shafi Dar Nagendra Kumar 34 0 0 13 May 2025
Fast Text-to-Audio Generation with Adversarial Post-Training Zachary Novack Zach Evans Zack Zukowski Josiah Taylor CJ Carr ... Adnan Al-Sinan Gian Marco Iodice Julian McAuley Taylor Berg-Kirkpatrick Jordi Pons 30 0 0 13 May 2025
Lost in Transliteration: Bridging the Script Gap in Neural IR Andreas Chari Iadh Ounis Sean MacAvaney 19 0 0 13 May 2025
FLUXSynID: A Framework for Identity-Controlled Synthetic Face Generation with Document and Live Images Raul Ismayilov Dzemila Sero Luuk Spreeuwers 29 0 0 12 May 2025
Ophora: A Large-Scale Data-Driven Text-Guided Ophthalmic Surgical Video Generation Model Wei Li Ming Hu Guoan Wang Lihao Liu Kaijin Zhou Junzhi Ning Xin Guo Zongyuan Ge Lixu Gu Junjun He 28 0 0 12 May 2025
Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity Guang Yan Yuhui Zhang Zimu Guo Lutan Zhao Xiaojun Chen Chen Wang Wenhao Wang Dan Meng Rui Hou 33 0 0 12 May 2025
Circuit Partitioning Using Large Language Models for Quantum Compilation and Simulations Pranav Sinha Sumit Kumar Jha Sunny Raj 34 0 0 12 May 2025
Synthetic Code Surgery: Repairing Bugs and Vulnerabilities with LLMs and Synthetic Data David de-Fitero-Dominguez Antonio Garcia-Cabot Eva García-López SyDa 71 0 0 12 May 2025
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A Comparative Analysis of Static Word Embeddings for Hungarian Máté Gedeon 39 0 0 12 May 2025
No Query, No Access Luu Anh Tuan Siyuan Liang Yuyao Zhang Xiaojun Jia Hao Lin Xiaochun Cao AAML 26 0 0 12 May 2025
Overflow Prevention Enhances Long-Context Recurrent LLMs Assaf Ben-Kish Itamar Zimerman M. Jehanzeb Mirza James R. Glass Leonid Karlinsky Raja Giryes LRM 32 0 0 12 May 2025
GuidedQuant: Large Language Model Quantization via Exploiting End Loss Guidance Jinuk Kim Marwa El Halabi W. Park Clemens JS Schaefer Deokjae Lee Yeonhong Park Jae W. Lee Hyun Oh Song MQ 34 0 0 11 May 2025
Towards Artificial General or Personalized Intelligence? A Survey on Foundation Models for Personalized Federated Intelligence Yu Qiao Huy Q. Le Avi Deb Raha Phuong-Nam Tran Apurba Adhikary Mengchun Zhang Loc X. Nguyen Eui-nam Huh Dusit Niyato Choong Seon Hong AI4CE 31 0 0 11 May 2025
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Sandcastles in the Storm: Revisiting the (Im)possibility of Strong Watermarking Fabrice Harel-Canada Boran Erol Connor Choi J. Liu Gary Jiarui Song Nanyun Peng Amit Sahai AAML 29 0 0 11 May 2025
QoS-Efficient Serving of Multiple Mixture-of-Expert LLMs Using Partial Runtime Reconfiguration HamidReza Imani Jiaxin Peng Peiman Mohseni Abdolah Amirany Tarek A. El-Ghazawi MoE 31 0 0 10 May 2025
OMGM: Orchestrate Multiple Granularities and Modalities for Efficient Multimodal Retrieval Wei Yang Jingjing Fu R. Wang Jinyu Wang Lei Song Jiang Bian 24 0 0 10 May 2025
References Indeed Matter? Reference-Free Preference Optimization for Conversational Query Reformulation Doyoung Kim Youngjun Lee Joeun Kim Jihwan Bang Hwanjun Song Susik Yoon Jae-Gil Lee 31 0 0 10 May 2025
FloE: On-the-Fly MoE Inference on Memory-constrained GPU Yuxin Zhou Zheng Li J. Zhang Jue Wang Yalin Wang Zhongle Xie Ke Chen Lidan Shou MoE 52 0 0 09 May 2025
Towards a Unified Representation Evaluation Framework Beyond Downstream Tasks Christos Plachouras Julien Guinot George Fazekas Elio Quinton Emmanouil Benetos Johan Pauwels 131 0 0 09 May 2025
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ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis Onkar Susladkar Gayatri S Deshmukh Yalcin Tur Ulas Bagci MedIm 53 0 0 08 May 2025
GlyphMastero: A Glyph Encoder for High-Fidelity Scene Text Editing Tong Wang Ting Liu Xiaochao Qu Chengjing Wu Luoqi Liu Xiaolin Hu DiffM 58 0 0 08 May 2025