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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DYNAMAX: Dynamic computing for Transformers and Mamba based architectures Miguel Nogales Matteo Gambella Manuel Roveri 56 0 0 29 Apr 2025
JaccDiv: A Metric and Benchmark for Quantifying Diversity of Generated Marketing Text in the Music Industry Anum Afzal Alexandre Mercier Florian Matthes 55 0 0 29 Apr 2025
DiVE: Efficient Multi-View Driving Scenes Generation Based on Video Diffusion Transformer Junpeng Jiang Gangyi Hong Miao Zhang Hengtong Hu Kun Zhan Rui Shao Liqiang Nie VGen 51 0 0 28 Apr 2025
Enhancing Surgical Documentation through Multimodal Visual-Temporal Transformers and Generative AI Hugo Georgenthum Cristian Cosentino Fabrizio Marozzo Pietro Liò MedIm 93 0 0 28 Apr 2025
Llama-3.1-FoundationAI-SecurityLLM-Base-8B Technical Report Paul Kassianik Baturay Saglam Alexander Chen Blaine Nelson Anu Vellore ... Hyrum Anderson Kojin Oshiba Omar Santos Yaron Singer Amin Karbasi PILM 56 0 0 28 Apr 2025
Learning Streaming Video Representation via Multitask Training Yibin Yan Jilan Xu Shangzhe Di Yikun Liu Yudi Shi Qirui Chen Zeqian Li Yifei Huang Weidi Xie CLL 82 0 0 28 Apr 2025
Large Language Models are Qualified Benchmark Builders: Rebuilding Pre-Training Datasets for Advancing Code Intelligence Tasks Kang Yang Xinjun Mao Shangwen Wang Y. Wang Tanghaoran Zhang Bo Lin Yihao Qin Zhang Zhang Yao Lu Kamal Al-Sabahi ALM 90 1 0 28 Apr 2025
RepText: Rendering Visual Text via Replicating H. Wang Y. Xu Y. Li J. Li Chaowei Zhang J. Wang Kejia Yang Z. Chen VLM 66 0 0 28 Apr 2025
Coreference Resolution for Vietnamese Narrative Texts Hieu-Dai Tran Duc-Vu Nguyen Ngan Luu-Thuy Nguyen 39 0 0 28 Apr 2025
FineQ: Software-Hardware Co-Design for Low-Bit Fine-Grained Mixed-Precision Quantization of LLMs Xilong Xie Liang Wang Limin Xiao Meng Han L. Sun S. Zheng Xiangrong Xu MQ 31 0 0 28 Apr 2025
KETCHUP: K-Step Return Estimation for Sequential Knowledge Distillation Jiabin Fan Guoqing Luo Michael Bowling Lili Mou OffRL 63 0 0 26 Apr 2025
GLaMoR: Consistency Checking of OWL Ontologies using Graph Language Models Justin Mücke A. Scherp 81 0 0 26 Apr 2025
Generative Product Recommendations for Implicit Superlative Queries Kaustubh D. Dhole Nikhita Vedula Saar Kuzi Giuseppe Castellucci Eugene Agichtein S. Malmasi 47 0 0 26 Apr 2025
Dynamic Fisher-weighted Model Merging via Bayesian Optimization Sanwoo Lee Jiahao Liu Qifan Wang J. Wang Xunliang Cai Yunfang Wu MoMe 92 0 0 26 Apr 2025
Memory Reviving, Continuing Learning and Beyond: Evaluation of Pre-trained Encoders and Decoders for Multimodal Machine Translation Zhuang Yu Shiliang Sun Jing Zhao Tengfei Song Hao-Yu Yang 48 0 0 25 Apr 2025
BitNet v2: Native 4-bit Activations with Hadamard Transformation for 1-bit LLMs Hongyu Wang Shuming Ma Furu Wei MQ 48 1 0 25 Apr 2025
Comparing Uncertainty Measurement and Mitigation Methods for Large Language Models: A Systematic Review Toghrul Abbasli Kentaroh Toyoda Yuan Wang Leon Witt Muhammad Asif Ali Yukai Miao Dan Li Qingsong Wei UQCV 85 0 0 25 Apr 2025
Generative Induction of Dialogue Task Schemas with Streaming Refinement and Simulated Interactions James D. Finch Yasasvi Josyula Jinho D. Choi 38 0 0 25 Apr 2025
Evaluating Evaluation Metrics -- The Mirage of Hallucination Detection Atharva Kulkarni Yuan-kang Zhang Joel Ruben Antony Moniz Xiou Ge Bo-Hsiang Tseng Dhivya Piraviperumal S. Hong-ye Yu HILM 76 0 0 25 Apr 2025
TextTIGER: Text-based Intelligent Generation with Entity Prompt Refinement for Text-to-Image Generation Shintaro Ozaki Kazuki Hayashi Yusuke Sakai Jingun Kwon Hidetaka Kamigaito Katsuhiko Hayashi Manabu Okumura Taro Watanabe VLM 81 0 0 25 Apr 2025
Pushing the boundary on Natural Language Inference Pablo Miralles-González Javier Huertas-Tato Alejandro Martín David Camacho LRM 39 0 0 25 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 29 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 95 0 0 24 Apr 2025
Text-to-Image Alignment in Denoising-Based Models through Step Selection P. Grimal Hervé Le Borgne Olivier Ferret DiffM EGVM 48 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 62 0 0 24 Apr 2025
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 48 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
Step1X-Edit: A Practical Framework for General Image Editing S. Liu Yucheng Han Peng Xing Fukun Yin Rui Wang ... Yibo Zhu Binxing Jiao X. Zhang Gang Yu Daxin Jiang DiffM 93 3 0 24 Apr 2025
CoheMark: A Novel Sentence-Level Watermark for Enhanced Text Quality Junyan Zhang Shuliang Liu Aiwei Liu Yubo Gao J. Li Xiaojie Gu Xuming Hu WaLM 50 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 59 0 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 17 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
Unified Molecule Generation and Property Prediction Adam Izdebski Jan Olszewski Pankhil Gawade Krzysztof Koras Serra Korkmaz Valentin Rauscher Jakub M. Tomczak E. Szczurek 29 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 34 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 57 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 55 0 0 23 Apr 2025
ConTextual: Improving Clinical Text Summarization in LLMs with Context-preserving Token Filtering and Knowledge Graphs Fahmida Liza Piya Rahmatollah Beheshti 74 0 0 23 Apr 2025
How Effective are Generative Large Language Models in Performing Requirements Classification? Waad Alhoshan Alessio Ferrari Liping Zhao 20 0 0 23 Apr 2025
DR.FIX: Automatically Fixing Data Races at Industry Scale Farnaz Behrang Zhizhou Zhang Georgian-Vlad Saioc Peng Liu Milind Chabbi 19 0 0 22 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
DataS^3: Dataset Subset Selection for Specialization Neha Hulkund Alaa Maalouf Levi Cai Daniel Yang T. Wang ... Ken Goldberg Hannah Kerner Irene Chen Yogesh A. Girdhar Sara Beery 28 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 36 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 29 1 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 36 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 40 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 Matt Morse Raghavv Goel Mingu Lee Chris Lott 22 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 72 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
Mitigating Parameter Interference in Model Merging via Sharpness-Aware Fine-Tuning Yeoreum Lee Jinwook Jung Sungyong Baik MoMe 40 0 0 20 Apr 2025