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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Marmot: Multi-Agent Reasoning for Multi-Object Self-Correcting in Improving Image-Text Alignment Jiayang Sun H. Wang Jie Cao Huaibo Huang Ran He DiffM 76 0 0 10 Apr 2025
Enhancing Time Series Forecasting via Multi-Level Text Alignment with LLMs Taibiao Zhao Xiaobing Chen Mingxuan Sun AI4TS 38 0 0 10 Apr 2025
Between Linear and Sinusoidal: Rethinking the Time Encoder in Dynamic Graph Learning Hsing-Huan Chung Shravan Chaudhari Xing Han Yoav Wald S. Saria Joydeep Ghosh AI4TS 41 0 0 10 Apr 2025
The KL3M Data Project: Copyright-Clean Training Resources for Large Language Models Michael J Bommarito II Jillian Bommarito Daniel Martin Katz AILaw 59 0 0 10 Apr 2025
Task-Circuit Quantization: Leveraging Knowledge Localization and Interpretability for Compression Hanqi Xiao Yi-Lin Sung Elias Stengel-Eskin Joey Tianyi Zhou MQ 38 0 0 10 Apr 2025
Findings of the BabyLM Challenge: Sample-Efficient Pretraining on Developmentally Plausible Corpora Alex Warstadt Aaron Mueller Leshem Choshen E. Wilcox Chengxu Zhuang ... Rafael Mosquera Bhargavi Paranjape Adina Williams Tal Linzen Ryan Cotterell 43 108 0 10 Apr 2025
GPT Carry-On: Training Foundation Model for Customization Could Be Simple, Scalable and Affordable Jianqiao Wangni 28 0 0 10 Apr 2025
Transformer-Based Temporal Information Extraction and Application: A Review Xin Su Phillip Howard Steven Bethard 33 0 0 10 Apr 2025
How to Detect and Defeat Molecular Mirage: A Metric-Driven Benchmark for Hallucination in LLM-based Molecular Comprehension Hao Li Liuzhenghao Lv He Cao Zijing Liu Zhiyuan Yan Yu Wang Yonghong Tian Yuan Li Li Yuan 32 0 0 10 Apr 2025
Extending Visual Dynamics for Video-to-Music Generation Xiaohao Liu Teng Tu Yunshan Ma Tat-Seng Chua VGen 64 0 0 10 Apr 2025
Deep Learning-based Intrusion Detection Systems: A Survey Zhiwei Xu Yujuan Wu Shiheng Wang Jiabao Gao Tian Qiu Ziqi Wang Hai Wan Xibin Zhao 26 1 0 10 Apr 2025
Efficient Tuning of Large Language Models for Knowledge-Grounded Dialogue Generation Bo Zhang Hui Ma Dailin Li Jian Ding Jian Wang Bo Xu Hongfei Lin KELM 44 0 0 10 Apr 2025
DyDiT++: Dynamic Diffusion Transformers for Efficient Visual Generation Wangbo Zhao Yizeng Han Jiasheng Tang Kai Wang Hao Luo Yibing Song Gao Huang Fan Wang Yang You 74 0 0 09 Apr 2025
A Neuro-inspired Interpretation of Unlearning in Large Language Models through Sample-level Unlearning Difficulty Xiaohua Feng Yuyuan Li C. Wang Junlin Liu L. Zhang Chaochao Chen MU 34 0 0 09 Apr 2025
Defending LLM Watermarking Against Spoofing Attacks with Contrastive Representation Learning Li An Yujian Liu Y. Liu Yang Zhang Yuheng Bu Shiyu Chang AAML 152 0 0 09 Apr 2025
Lugha-Llama: Adapting Large Language Models for African Languages Happy Buzaaba Alexander Wettig David Ifeoluwa Adelani Christiane Fellbaum 34 0 0 09 Apr 2025
EDIT: Enhancing Vision Transformers by Mitigating Attention Sink through an Encoder-Decoder Architecture Wenfeng Feng Guoying Sun 31 0 0 09 Apr 2025
NLP Security and Ethics, in the Wild Heather Lent Erick Galinkin Yiyi Chen Jens Myrup Pedersen Leon Derczynski Johannes Bjerva SILM 47 0 0 09 Apr 2025
Modeling Response Consistency in Multi-Agent LLM Systems: A Comparative Analysis of Shared and Separate Context Approaches Tooraj Helmi LLMAG 25 0 0 09 Apr 2025
RuOpinionNE-2024: Extraction of Opinion Tuples from Russian News Texts Natalia Loukachevitch Natalia Tkachenko Anna Lapanitsyna M. Tikhomirov Nicolay Rusnachenko 30 0 0 09 Apr 2025
PosterMaker: Towards High-Quality Product Poster Generation with Accurate Text Rendering Y. Gao Zihang Lin Chuanbin Liu Min Zhou T. Ge Bo Zheng Hongtao Xie DiffM 40 0 0 09 Apr 2025
Query Understanding in LLM-based Conversational Information Seeking Yifei Yuan Zahra Abbasiantaeb Yang Deng Mohammad Aliannejadi 40 0 0 08 Apr 2025
Encoder-Decoder Gemma: Improving the Quality-Efficiency Trade-Off via Adaptation Biao Zhang Fedor Moiseev Joshua Ainslie Paul Suganthan Min Ma Surya Bhupatiraju Fede Lebron Orhan Firat Armand Joulin Zhe Dong AI4CE 31 0 0 08 Apr 2025
NNN: Next-Generation Neural Networks for Marketing Mix Modeling Thomas Mulc Mike Anderson Paul Cubre Huikun Zhang Ivy Liu Saket Kumar 158 0 0 08 Apr 2025
Can Performant LLMs Be Ethical? Quantifying the Impact of Web Crawling Opt-Outs Dongyang Fan Vinko Sabolčec Matin Ansaripour Ayush Kumar Tarun Martin Jaggi Antoine Bosselut Imanol Schlag 39 0 0 08 Apr 2025
From Superficial to Deep: Integrating External Knowledge for Follow-up Question Generation Using Knowledge Graph and LLM Jianyu Liu Yi Huang Sheng Bi Junlan Feng Guilin Qi 42 2 0 08 Apr 2025
GOLLuM: Gaussian Process Optimized LLMs -- Reframing LLM Finetuning through Bayesian Optimization Bojana Ranković P. Schwaller BDL 199 0 0 08 Apr 2025
Llama-3-Nanda-10B-Chat: An Open Generative Large Language Model for Hindi Monojit Choudhury Shivam Chauhan Rocktim Jyoti Das Dhruv Sahnan Xudong Han ... Rituraj Joshi Gurpreet Gosal Avraham Sheinin Natalia Vassilieva Preslav Nakov 33 0 0 08 Apr 2025
The Zero Body Problem: Probing LLM Use of Sensory Language Rebecca M. M. Hicke Sil Hamilton David M. Mimno 26 0 0 08 Apr 2025
Multi-Sense Embeddings for Language Models and Knowledge Distillation Qitong Wang Mohammed J. Zaki Georgios Kollias Vasileios Kalantzis KELM 31 0 0 08 Apr 2025
Quantization Hurts Reasoning? An Empirical Study on Quantized Reasoning Models Ruikang Liu Yuxuan Sun Manyi Zhang Haoli Bai Xianzhi Yu Tiezheng Yu C. Yuan Lu Hou MQ LRM 39 6 0 07 Apr 2025
Are You Getting What You Pay For? Auditing Model Substitution in LLM APIs Will Cai Tianneng Shi Xuandong Zhao Dawn Song 30 0 0 07 Apr 2025
Achieving binary weight and activation for LLMs using Post-Training Quantization Siqing Song Chuang Wang Ruiqi Wang Yi Yang Xuyao Zhang MQ 28 0 0 07 Apr 2025
Bidirectional Hierarchical Protein Multi-Modal Representation Learning Xuefeng Liu Songhao Jiang Chih-chan Tien J. Xu Rick L. Stevens 25 0 0 07 Apr 2025
AccLLM: Accelerating Long-Context LLM Inference Via Algorithm-Hardware Co-Design Yanbiao Liang Huihong Shi Haikuo Shao Zhongfeng Wang 33 0 0 07 Apr 2025
Speech-to-Trajectory: Learning Human-Like Verbal Guidance for Robot Motion Eran Bamani Eden Nissinman Rotem Atari Nevo Heimann Saadon A. Sintov 155 0 0 07 Apr 2025
Thanos: A Block-wise Pruning Algorithm for Efficient Large Language Model Compression Ivan Ilin Peter Richtárik 28 0 0 06 Apr 2025
Activation Patching for Interpretable Steering in Music Generation Simone Facchiano Giorgio Strano Donato Crisostomi Irene Tallini Tommaso Mencattini Fabio Galasso Emanuele Rodolà LLMSV 29 0 0 06 Apr 2025
Universal Item Tokenization for Transferable Generative Recommendation Bowen Zheng Hongyu Lu Yu Chen Wayne Xin Zhao Zhicheng Dou 36 0 0 06 Apr 2025
On the Spatial Structure of Mixture-of-Experts in Transformers Daniel Bershatsky Ivan Oseledets MoE 40 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 Zhicheng Dou 38 0 0 06 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 26 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 34 0 0 05 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
Sigma: A dataset for text-to-code semantic parsing with statistical analysis Saleh Almohaimeed Shenyang Liu May Alsofyani Saad Almohaimeed Liqiang Wang 39 0 0 05 Apr 2025
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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
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STEP: Staged Parameter-Efficient Pre-training for Large Language Models Kazuki Yano Takumi Ito Jun Suzuki LRM 49 1 0 05 Apr 2025