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"

50 / 8,771 papers shown

Title
PicPersona-TOD : A Dataset for Personalizing Utterance Style in Task-Oriented Dialogue with Image Persona Jihyun Lee Yejin Jeon Seungyeon Seo G. G. Lee MLLM 50 0 0 24 Apr 2025
Dual Prompting Image Restoration with Diffusion Transformers Dehong Kong Fan Li Zhixin Wang Jiaqi Xu Renjing Pei W. J. Li Wenqi Ren DiffM 69 0 0 24 Apr 2025
Conversational Assistants to support Heart Failure Patients: comparing a Neurosymbolic Architecture with ChatGPT Anuja Tayal Devika Salunke Barbara Di Eugenio Paula Allen-Meares Eulalia P Abril Olga Garcia Carolyn Dickens Andrew D. Boyd AI4MH 50 0 0 24 Apr 2025
CoheMark: A Novel Sentence-Level Watermark for Enhanced Text Quality Junyan Zhang Shuliang Liu Aiwei Liu Yubo Gao Jiajun Li Xiaojie Gu Xuming Hu WaLM 63 2 0 24 Apr 2025
FLUKE: A Linguistically-Driven and Task-Agnostic Framework for Robustness Evaluation Yulia Otmakhova Hung Thinh Truong Rahmad Mahendra Zenan Zhai Rongxin Zhu Daniel Beck Jey Han Lau ELM 70 0 0 24 Apr 2025
Unified Attacks to Large Language Model Watermarks: Spoofing and Scrubbing in Unauthorized Knowledge Distillation Xin Yi Shunfan Zhengc Linlin Wanga Xiaoling Wang Liang He Liang He AAML 163 0 0 24 Apr 2025
Low-Resource Neural Machine Translation Using Recurrent Neural Networks and Transfer Learning: A Case Study on English-to-Igbo Ocheme Anthony Ekle Biswarup Das 34 0 0 24 Apr 2025
Step1X-Edit: A Practical Framework for General Image Editing Shixuan Liu Yucheng Han Peng Xing Fukun Yin Rui Wang ... Yibo Zhu Binxing Jiao Xuzhi Zhang Gang Yu Daxin Jiang DiffM 111 4 0 24 Apr 2025
TIFIN India at SemEval-2025: Harnessing Translation to Overcome Multilingual IR Challenges in Fact-Checked Claim Retrieval Prasanna Devadiga Arya Suneesh Pawan Kumar Rajpoot Bharatdeep Hazarika Aditya U Baliga 27 0 0 23 Apr 2025
Circinus: Efficient Query Planner for Compound ML Serving Banruo Liu Wei-Yu Lin Minghao Fang Yihan Jiang Fan Lai LRM 39 0 0 23 Apr 2025
How Effective are Generative Large Language Models in Performing Requirements Classification? Waad Alhoshan Alessio Ferrari Liping Zhao 27 0 0 23 Apr 2025
QuaDMix: Quality-Diversity Balanced Data Selection for Efficient LLM Pretraining Fengze Liu Weidong Zhou Binbin Liu Zhimiao Yu Yifan Zhang ... Yifeng Yu Bingni Zhang Xiaohuan Zhou Taifeng Wang Yong Cao 66 1 0 23 Apr 2025
ConTextual: Improving Clinical Text Summarization in LLMs with Context-preserving Token Filtering and Knowledge Graphs Fahmida Liza Piya Rahmatollah Beheshti 134 0 0 23 Apr 2025
Unified Molecule Generation and Property Prediction Adam Izdebski Jan Olszewski Pankhil Gawade Krzysztof Koras Serra Korkmaz Valentin Rauscher Jakub M. Tomczak E. Szczurek 36 0 0 23 Apr 2025
EMRModel: A Large Language Model for Extracting Medical Consultation Dialogues into Structured Medical Records Shuguang Zhao Qiangzhong Feng Zhiyang He Peipei Sun Yingying Wang ... Xiaoliang Lu Mei Cheng Xinyue Wu Yanyan Wang Wei Liang LM&MA 37 0 0 23 Apr 2025
Private Federated Learning using Preference-Optimized Synthetic Data Charlie Hou Mei-Yu Wang Yige Zhu Daniel Lazar Giulia Fanti FedML Presented at ResearchTrend Connect \| FedML on 07 May 2025 59 0 0 23 Apr 2025
Honey, I Shrunk the Language Model: Impact of Knowledge Distillation Methods on Performance and Explainability Daniel Hendriks Philipp Spitzer Niklas Kühl G. Satzger 27 1 0 22 Apr 2025
DR.FIX: Automatically Fixing Data Races at Industry Scale Farnaz Behrang Zhizhou Zhang Georgian-Vlad Saioc Peng Liu Milind Chabbi 27 0 0 22 Apr 2025
DataS^3: Dataset Subset Selection for Specialization Neha Hulkund Alaa Maalouf Levi Cai Daniel Yang Tsun-Hsuan Wang ... Ken Goldberg Hannah Kerner Irene Chen Yogesh A. Girdhar Sara Beery 33 0 0 22 Apr 2025
Zero-Shot, But at What Cost? Unveiling the Hidden Overhead of MILS's LLM-CLIP Framework for Image Captioning Yassir Benhammou Alessandro Tiberio Gabriel Trautmann Suman Kalyan MLLM VLM 46 0 0 21 Apr 2025
Insert Anything: Image Insertion via In-Context Editing in DiT Wensong Song Hong Jiang Zongxing Yang Ruijie Quan Yi Yang DiffM 45 0 0 21 Apr 2025
Text-to-Decision Agent: Learning Generalist Policies from Natural Language Supervision Shilin Zhang Zican Hu Wenhao Wu Xinyi Xie Jianxiang Tang Chunlin Chen Daoyi Dong Yu Cheng Zhenhong Sun Zhi Wang OffRL 163 0 0 21 Apr 2025
Aria-MIDI: A Dataset of Piano MIDI Files for Symbolic Music Modeling Louis B. Bradshaw Simon Colton 29 0 0 21 Apr 2025
KeyDiff: Key Similarity-Based KV Cache Eviction for Long-Context LLM Inference in Resource-Constrained Environments Junyoung Park Dalton Jones Matthew J Morse Raghavv Goel Mingu Lee Chris Lott 27 0 0 21 Apr 2025
HYPEROFA: Expanding LLM Vocabulary to New Languages via Hypernetwork-Based Embedding Initialization Enes Özeren Yihong Liu Hinrich Schütze 31 0 0 21 Apr 2025
Acquire and then Adapt: Squeezing out Text-to-Image Model for Image Restoration Junyuan Deng Xinyi Wu Yongxing Yang Congchao Zhu Song Wang Zhenyao Wu 38 0 0 21 Apr 2025
Kuwain 1.5B: An Arabic SLM via Language Injection Khalil Hennara Sara Chrouf Mohamed Motaism Hamed Zeina Aldallal Omar Hadid Safwan AlModhayan 34 1 0 21 Apr 2025
Mitigating Parameter Interference in Model Merging via Sharpness-Aware Fine-Tuning Yeoreum Lee Jinwook Jung Sungyong Baik MoMe 45 0 0 20 Apr 2025
PRISM: A Unified Framework for Photorealistic Reconstruction and Intrinsic Scene Modeling Alara Dirik Tuanfeng Y. Wang Duygu Ceylan Stefanos Zafeiriou Anna Frühstück DiffM 47 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 31 0 0 19 Apr 2025
Diverse Prompts: Illuminating the Prompt Space of Large Language Models with MAP-Elites Gabriel Santos Rita Julia Marcelo Nascimento 29 0 0 19 Apr 2025
Meta-rater: A Multi-dimensional Data Selection Method for Pre-training Language Models Xinlin Zhuang Jiahui Peng Ren Ma Yucheng Wang Tianyi Bai Xingjian Wei Jiantao Qiu Chi Zhang Ying Qian Conghui He 53 0 0 19 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 35 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 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 48 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 ... Yuyao Zhang Qian Niu Benji Peng Keyu Chen Ming Liu VLM 47 0 0 18 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
Scaling LLaNA: Advancing NeRF-Language Understanding Through Large-Scale Training Andrea Amaduzzi Pierluigi Zama Ramirez Giuseppe Lisanti Samuele Salti Luigi Di Stefano 34 0 0 18 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 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 61 0 0 17 Apr 2025
ChartQA-X: Generating Explanations for Charts Shamanthak Hegde Pooyan Fazli H. Seifi 27 0 0 17 Apr 2025
KODIS: A Multicultural Dispute Resolution Dialogue Corpus James Hale Sushrita Rakshit Kushal Chawla Jeanne M. Brett Jonathan Gratch 24 0 0 17 Apr 2025
Simplifying Graph Transformers Liheng Ma Soumyasundar Pal Yingxue Zhang Philip Torr Mark J. Coates 28 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 29 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 38 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 56 1 0 17 Apr 2025
ACoRN: Noise-Robust Abstractive Compression in Retrieval-Augmented Language Models Singon Kim Gunho Jung Seong-Whan Lee RALM 37 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
$D$^{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 58 0 0 17 Apr 2025
Towards Characterizing Subjectivity of Individuals through Modeling Value Conflicts and Trade-offs Younghun Lee Dan Goldwasser LLMAG 196 0 0 17 Apr 2025