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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
CPTuning: Contrastive Prompt Tuning for Generative Relation Extraction Jiaxin Duan Fengyu Lu Junfei Liu 95 0 0 04 Jan 2025
Boosting Explainability through Selective Rationalization in Pre-trained Language Models Libing Yuan Shuaibo Hu Kui Yu Le Wu LRM 108 0 0 03 Jan 2025
Exposing Limitations of Language Model Agents in Sequential-Task Compositions on the Web Hiroki Furuta Yutaka Matsuo Aleksandra Faust Izzeddin Gur CLL 205 16 0 03 Jan 2025
Mathematical Language Models: A Survey Wen Liu Hanglei Hu Jie Zhou Yuyang Ding Junsong Li ... Mengliang He Qin Chen Bo Jiang Aimin Zhou Liang He LRM 235 14 0 03 Jan 2025
RealCustom++: Representing Images as Real-Word for Real-Time Customization Zhendong Mao Mengqi Huang Fei Ding Mingcong Liu Qian He Xiaojun Chang DiffM 172 6 0 03 Jan 2025
PsychAdapter: Adapting LLM Transformers to Reflect Traits, Personality and Mental Health Huy-Hien Vu Huy Anh Nguyen Adithya Ganesan Swanie Juhng Oscar Kjell ... Margaret L. Kern Ryan L. Boyd L. Ungar H. Andrew Schwartz J. Eichstaedt 161 0 0 03 Jan 2025
Global dense vector representations for words or items using shared parameter alternating Tweedie model Taejoon Kim Haiyan Wang 62 0 0 03 Jan 2025
Text2midi: Generating Symbolic Music from Captions Keshav Bhandari Abhinaba Roy Kyra Wang Geeta Puri Simon Colton Dorien Herremans 160 6 0 03 Jan 2025
BeliN: A Novel Corpus for Bengali Religious News Headline Generation using Contextual Feature Fusion Md Osama Ashim Dey Kawsar Ahmed Muhammad Ashad Kabir 150 0 0 03 Jan 2025
Sinhala Transliteration: A Comparative Analysis Between Rule-based and Seq2Seq Approaches Yomal De Mel Kasun Wickramasinghe Nisansa de Silva Surangika Ranathunga 112 1 0 03 Jan 2025
Reasoning-Oriented and Analogy-Based Methods for Locating and Editing in Zero-Shot Event-Relational Reasoning Jingyao Tang Lishuang Li Liteng Mi Haiming Wu Hongbin Lu KELM 108 0 0 03 Jan 2025
Text2Data: Low-Resource Data Generation with Textual Control Shiyu Wang Yihao Feng Tian Lan Ning Yu Yu Bai Ran Xu Han Wang Caiming Xiong Siyang Song DiffM 154 0 0 03 Jan 2025
SOEDiff: Efficient Distillation for Small Object Editing Yiming Wu Qihe Pan Zhen Zhao Zicheng Wang Sifan Long Ronghua Liang DiffM 181 0 0 03 Jan 2025
Rethinking Addressing in Language Models via Contexualized Equivariant Positional Encoding Jiajun Zhu Peihao Wang Ruisi Cai Jason D. Lee Pan Li Ziyi Wang KELM 112 1 0 03 Jan 2025
Efficient support ticket resolution using Knowledge Graphs Sherwin Varghese James Tian 57 0 0 03 Jan 2025
From Reading to Compressing: Exploring the Multi-document Reader for Prompt Compression Eunseong Choi Sunkyung Lee Minjin Choi June Park Jongwuk Lee 158 2 0 03 Jan 2025
FED: Fast and Efficient Dataset Deduplication Framework with GPU Acceleration Youngjun Son Chaewon Kim Jaejin Lee 134 0 0 02 Jan 2025
Evaluating Time Series Foundation Models on Noisy Periodic Time Series Syamantak Datta Gupta AI4TS 81 0 0 01 Jan 2025
Proof Recommendation System for the HOL4 Theorem Prover Nour Dekhil Adnan Rashid Sofiene Tahar 81 1 0 31 Dec 2024
From Generalist to Specialist: A Survey of Large Language Models for Chemistry Yang Han Ziping Wan Lu Chen Kai Yu Xin Chen LM&MA 102 3 0 31 Dec 2024
GASLITEing the Retrieval: Exploring Vulnerabilities in Dense Embedding-based Search Matan Ben-Tov Mahmood Sharif RALM 207 1 0 31 Dec 2024
$YAD: Leveraging T5 for Improved Automatic Diacritization of Yor\`ub\á Text$ YAD: Leveraging T5 for Improved Automatic Diacritization of Yor\`ub\á Text Akindele Michael Olawole Jesujoba Oluwadara Alabi Aderonke Busayo Sakpere David Ifeoluwa Adelani 79 2 0 31 Dec 2024
Unleashing the Power of Data Tsunami: A Comprehensive Survey on Data Assessment and Selection for Instruction Tuning of Language Models Yulei Qin Yuncheng Yang Pengcheng Guo Gang Li Hang Shao Yuchen Shi Zihan Xu Yun Gu Ke Li Xing Sun ALM 211 13 0 31 Dec 2024
NetFlowGen: Leveraging Generative Pre-training for Network Traffic Dynamics Jiawei Zhou Woojeong Kim Zhiying Xu Alexander M. Rush Minlan Yu AI4CE 79 0 0 31 Dec 2024
SAFE-MEME: Structured Reasoning Framework for Robust Hate Speech Detection in Memes Palash Nandi Shivam Sharma Tanmoy Chakraborty 69 1 0 31 Dec 2024
GPT or BERT: why not both? Lucas Georges Gabriel Charpentier David Samuel 156 5 0 31 Dec 2024
A Comprehensive Survey of Large Language Models and Multimodal Large Language Models in Medicine Hanguang Xiao Feizhong Zhou Xianglong Liu Tianqi Liu Zhipeng Li Xin Liu Xiaoxuan Huang AILaw LM&MA LRM 149 30 0 31 Dec 2024
Disentangling Preference Representation and Text Generation for Efficient Individual Preference Alignment Jianfei Zhang Jun Bai Yangqiu Song Yanmeng Wang Rumei Li Chenghua Lin Wenge Rong 152 0 0 31 Dec 2024
AdaRankGrad: Adaptive Gradient-Rank and Moments for Memory-Efficient LLMs Training and Fine-Tuning Yehonathan Refael Jonathan Svirsky Boris Shustin Wasim Huleihel Ofir Lindenbaum 101 4 0 31 Dec 2024
Generate to Discriminate: Expert Routing for Continual Learning Yewon Byun Sanket Vaibhav Mehta Saurabh Garg Emma Strubell Michael Oberst Bryan Wilder Zachary Chase Lipton 178 0 0 31 Dec 2024
AfriHG: News headline generation for African Languages Toyib Ogunremi Serah Akojenu Anthony Soronnadi Olubayo Adekanmbi David Ifeoluwa Adelani 91 1 0 31 Dec 2024
Adaptive Batch Size Schedules for Distributed Training of Language Models with Data and Model Parallelism Tim Tsz-Kit Lau Weijian Li Chenwei Xu Han Liu Mladen Kolar 466 0 0 30 Dec 2024
TangoFlux: Super Fast and Faithful Text to Audio Generation with Flow Matching and Clap-Ranked Preference Optimization Chia-Yu Hung Navonil Majumder Zhifeng Kong Ambuj Mehrish Rafael Valle Bryan Catanzaro Soujanya Poria Bryan Catanzaro Soujanya Poria 162 10 0 30 Dec 2024
LLM Reasoning Engine: Specialized Training for Enhanced Mathematical Reasoning Shuguang Chen Guang Lin LRM 484 1 0 28 Dec 2024
Context-Aware Deep Learning for Multi Modal Depression Detection Genevieve Lam Huang Dongyan Weisi Lin 81 0 0 26 Dec 2024
SILC-EFSA: Self-aware In-context Learning Correction for Entity-level Financial Sentiment Analysis Senbin Zhu Chenyuan He Hongde Liu Pengcheng Dong Hanjie Zhao Yuchen Yan Yuxiang Jia Hongying Zan Min Peng 36 0 0 26 Dec 2024
Bridging Interpretability and Robustness Using LIME-Guided Model Refinement Navid Nayyem Abdullah Rakin Longwei Wang AAML FAtt 110 2 0 25 Dec 2024
Large Language Model guided Deep Reinforcement Learning for Decision Making in Autonomous Driving Hao Pang Zhenpo Wang Guoqiang Li 98 4 0 24 Dec 2024
Segment-Based Attention Masking for GPTs Shahar Katz Liran Ringel Yaniv Romano Lior Wolf CLL 71 1 0 24 Dec 2024
AIGT: AI Generative Table Based on Prompt Mingming Zhang Zhiqing Xiao Guoshan Lu Sai Wu Weiqiang Wang Xing Fu Can Yi Junbo Zhao LMTD VLM 81 2 0 24 Dec 2024
SlimGPT: Layer-wise Structured Pruning for Large Language Models Gui Ling Ziyang Wang Yuliang Yan Qingwen Liu 99 10 0 24 Dec 2024
Generating Completions for Fragmented Broca's Aphasic Sentences Using Large Language Models Sijbren van Vaals Yevgen Matusevych Frank Tsiwah 60 0 0 23 Dec 2024
SBS Figures: Pre-training Figure QA from Stage-by-Stage Synthesized Images Risa Shinoda Kuniaki Saito Shohei Tanaka Tosho Hirasawa Yoshitaka Ushiku 59 1 0 23 Dec 2024
ERUPD -- English to Roman Urdu Parallel Dataset Mohammed Furqan Raahid Bin Khaja Rayyan Habeeb 73 0 0 23 Dec 2024
A Toolkit for Virtual Reality Data Collection Tim Rolff Niklas Hypki Markus Lappe Frank Steinicke 36 0 0 23 Dec 2024
Multi-Modal Grounded Planning and Efficient Replanning For Learning Embodied Agents with A Few Examples Taewoong Kim Byeonghwi Kim Jonghyun Choi LLMAG LM&Ro 95 1 0 23 Dec 2024
CharGen: High Accurate Character-Level Visual Text Generation Model with MultiModal Encoder Lichen Ma Tiezhu Yue Pei Fu Yujie Zhong Kai Zhou Xiaoming Wei Jie Hu DiffM 126 2 0 23 Dec 2024
Investigating Length Issues in Document-level Machine Translation Ziqian Peng Rachel Bawden François Yvon 108 2 0 23 Dec 2024
GQSA: Group Quantization and Sparsity for Accelerating Large Language Model Inference Chao Zeng Songwei Liu Shu Yang Fangmin Chen Xing Mei Lean Fu MQ 133 0 0 23 Dec 2024
DreamOmni: Unified Image Generation and Editing Bin Xia Yuechen Zhang Jingyao Li Chengyao Wang Yitong Wang Xinglong Wu Bei Yu Jiaya Jia SyDa MLLM 135 5 0 22 Dec 2024