语言大模型 / LLM - arXivDaily 专题

2402.10609 2024-07-08 eess.IV cs.CV cs.LG 79%

MRPD: Undersampled MRI reconstruction by prompting a large latent diffusion model

Ziqi Gao, S. Kevin Zhou

专题命中领域大模型：prompting(title,abstract)；分类 cs.LG

Comments 10 pages, 5 figures, 7 tables, 1 pseudocode

2407.01315 2024-07-02 cs.CL 79%

Language Portability Strategies for Open-domain Dialogue with Pre-trained Language Models from High to Low Resource Languages

Ahmed Njifenjou, Virgile Sucal, Bassam Jabaian, Fabrice Lefèvre

专题命中领域大模型：language model(title,abstract)；分类 cs.CL

Comments The 13th International Workshop on Spoken Dialogue Systems Technology (IWSDS '23)

2406.16422 2024-06-25 cs.CV cs.AI 79%

Exploring Cross-Domain Few-Shot Classification via Frequency-Aware Prompting

Tiange Zhang, Qing Cai, Feng Gao, Lin Qi, Junyu Dong

专题命中领域大模型：prompting(title,abstract)；分类 cs.AI

2406.11026 2024-06-18 cs.CV cs.AI 79%

Boosting Medical Image Classification with Segmentation Foundation Model

Pengfei Gu, Zihan Zhao, Hongxiao Wang, Yaopeng Peng, Yizhe Zhang, Nishchal Sapkota, Chaoli Wang, Danny Z. Chen

专题命中领域大模型：foundation model(title,abstract)；分类 cs.AI

2406.07337 2024-06-12 cs.LG 79%

Transferring Knowledge from Large Foundation Models to Small Downstream Models

Shikai Qiu, Boran Han, Danielle C. Maddix, Shuai Zhang, Yuyang Wang, Andrew Gordon Wilson

专题命中领域大模型：foundation model(title,abstract)；分类 cs.LG

Comments ICML 2024. Code available at https://github.com/amazon-science/adaptive-feature-transfer

2406.07231 2024-06-12 cs.CL 79%

Decipherment-Aware Multilingual Learning in Jointly Trained Language Models

Grandee Lee

专题命中领域大模型：language model(title,abstract)；分类 cs.CL

2402.00838 2024-06-11 cs.CL 79%

OLMo: Accelerating the Science of Language Models

Dirk Groeneveld, Iz Beltagy, Pete Walsh, Akshita Bhagia, Rodney Kinney, Oyvind Tafjord, Ananya Harsh Jha, Hamish Ivison, Ian Magnusson, Yizhong Wang, Shane Arora, David Atkinson, Russell Authur, Khyathi Raghavi Chandu, Arman Cohan, Jennifer Dumas, Yanai Elazar, Yuling Gu, Jack Hessel, Tushar Khot, William Merrill, Jacob Morrison, Niklas Muennighoff, Aakanksha Naik, Crystal Nam, Matthew E. Peters, Valentina Pyatkin, Abhilasha Ravichander, Dustin Schwenk, Saurabh Shah, Will Smith, Emma Strubell, Nishant Subramani, Mitchell Wortsman, Pradeep Dasigi, Nathan Lambert, Kyle Richardson, Luke Zettlemoyer, Jesse Dodge, Kyle Lo, Luca Soldaini, Noah A. Smith, Hannaneh Hajishirzi

专题命中领域大模型：language model(title,abstract)；分类 cs.CL

2309.11361 2024-06-07 cs.AI 79%

Knowledge Graph Question Answering for Materials Science (KGQA4MAT): Developing Natural Language Interface for Metal-Organic Frameworks Knowledge Graph (MOF-KG) Using LLM

Yuan An, Jane Greenberg, Alex Kalinowski, Xintong Zhao, Xiaohua Hu, Fernando J. Uribe-Romo, Kyle Langlois, Jacob Furst, Diego A. Gómez-Gualdrón

专题命中领域大模型：LLM(title,abstract)；分类 cs.AI

Comments In 17th International Conference on Metadata and Semantics Research, October 2023

2406.03150 2024-06-06 cs.LG cs.CV 79%

Sample-specific Masks for Visual Reprogramming-based Prompting

Chengyi Cai, Zesheng Ye, Lei Feng, Jianzhong Qi, Feng Liu

专题命中领域大模型：prompting(title,abstract)；分类 cs.LG

2405.01147 2024-06-04 cs.LG 79%

Why Tabular Foundation Models Should Be a Research Priority

Boris van Breugel, Mihaela van der Schaar

专题命中领域大模型：foundation model(title,abstract)；分类 cs.LG

Comments Accepted at International Conference on Machine Learning (ICML 2024)

2405.20787 2024-06-03 cs.CL 79%

PGA-SciRE: Harnessing LLM on Data Augmentation for Enhancing Scientific Relation Extraction

Yang Zhou, Shimin Shan, Hongkui Wei, Zhehuan Zhao, Wenshuo Feng

专题命中领域大模型：LLM(title,abstract)；分类 cs.CL

2405.15436 2024-05-27 cs.IR cs.AI 79%

Hybrid Context Retrieval Augmented Generation Pipeline: LLM-Augmented Knowledge Graphs and Vector Database for Accreditation Reporting Assistance

Candace Edwards

专题命中领域大模型：LLM(title,abstract)；分类 cs.AI

Comments 17 pages, 9 figures

2405.11338 2024-05-24 cs.CV cs.AI 79%

EyeFound: A Multimodal Generalist Foundation Model for Ophthalmic Imaging

Danli Shi, Weiyi Zhang, Xiaolan Chen, Yexin Liu, Jiancheng Yang, Siyu Huang, Yih Chung Tham, Yingfeng Zheng, Mingguang He

专题命中领域大模型：foundation model(title,abstract)；分类 cs.AI

Comments 21 pages, 2 figures, 4 tables

2405.10959 2024-05-21 cs.CY cs.LG 79%

Foundation Models for Education: Promises and Prospects

Tianlong Xu, Richard Tong, Jing Liang, Xing Fan, Haoyang Li, Qingsong Wen

专题命中领域大模型：foundation model(title,abstract)；分类 cs.LG

Comments Accepted by IEEE Intelligent Systems

2307.00186 2024-05-07 cs.CL 79%

How far is Language Model from 100% Few-shot Named Entity Recognition in Medical Domain

Mingchen Li, Rui Zhang

专题命中领域大模型：language model(title,abstract)；分类 cs.CL

Comments Published as a journal paper at Journal of the American Medical Informatics Association (JAMIA). arXiv admin note: text overlap with arXiv:2305.18624

2401.01825 2024-05-02 cs.CL cs.IR 79%

Physio: An LLM-Based Physiotherapy Advisor

Rúben Almeida, Hugo Sousa, Luís F. Cunha, Nuno Guimarães, Ricardo Campos, Alípio Jorge

专题命中领域大模型：LLM(title)；language model(abstract)；分类 cs.CL

Comments Demo, ECIR 2024, 3rd Sword AI challenge 2023

Journal ref Advances in Information Retrieval. ECIR 2024. Lecture Notes in Computer Science, vol 14612. Springer, Cham

2404.18831 2024-04-30 cs.CV cs.AI 79%

ConPro: Learning Severity Representation for Medical Images using Contrastive Learning and Preference Optimization

Hong Nguyen, Hoang Nguyen, Melinda Chang, Hieu Pham, Shrikanth Narayanan, Michael Pazzani

专题命中领域大模型：preference optimization(title,abstract)；分类 cs.AI

Comments 8 pages

2404.16325 2024-04-26 cs.CV cs.AI 79%

Semantic Segmentation Refiner for Ultrasound Applications with Zero-Shot Foundation Models

Hedda Cohen Indelman, Elay Dahan, Angeles M. Perez-Agosto, Carmit Shiran, Doron Shaked, Nati Daniel

专题命中领域大模型：foundation model(title,abstract)；分类 cs.AI

2404.16192 2024-04-26 cs.CL cs.CV 79%

Fusion of Domain-Adapted Vision and Language Models for Medical Visual Question Answering

Cuong Nhat Ha, Shima Asaadi, Sanjeev Kumar Karn, Oladimeji Farri, Tobias Heimann, Thomas Runkler

专题命中领域大模型：language model(title,abstract)；分类 cs.CL

Comments Clinical NLP @ NAACL 2024

2307.16811 2024-04-26 cs.CL cs.CY 79%

DoDo Learning: DOmain-DemOgraphic Transfer in Language Models for Detecting Abuse Targeted at Public Figures

Angus R. Williams, Hannah Rose Kirk, Liam Burke, Yi-Ling Chung, Ivan Debono, Pica Johansson, Francesca Stevens, Jonathan Bright, Scott A. Hale

专题命中领域大模型：language model(title,abstract)；分类 cs.CL

Comments 15 pages, 7 figures, 4 tables

2309.10435 2024-04-16 cs.IR cs.CL 79%

Reformulating Sequential Recommendation: Learning Dynamic User Interest with Content-enriched Language Modeling

Junzhe Jiang, Shang Qu, Mingyue Cheng, Qi Liu, Zhiding Liu, Hao Zhang, Rujiao Zhang, Kai Zhang, Rui Li, Jiatong Li, Min Gao

专题命中领域大模型：language model(title,abstract)；分类 cs.CL

2404.06503 2024-04-10 cs.CL 79%

Comparing Two Model Designs for Clinical Note Generation; Is an LLM a Useful Evaluator of Consistency?

Nathan Brake, Thomas Schaaf

专题命中领域大模型：LLM(title,abstract)；分类 cs.CL

Comments Accepted to NAACL 2024 Findings

2404.01992 2024-04-03 cs.CL 79%

Dissecting Paraphrases: The Impact of Prompt Syntax and supplementary Information on Knowledge Retrieval from Pretrained Language Models

Stephan Linzbach, Dimitar Dimitrov, Laura Kallmeyer, Kilian Evang, Hajira Jabeen, Stefan Dietze

专题命中领域大模型：language model(title,abstract)；分类 cs.CL

Comments Accepted for NAACL 2024

2404.01127 2024-04-02 cs.CV cs.AI 79%

Medical Visual Prompting (MVP): A Unified Framework for Versatile and High-Quality Medical Image Segmentation

Yulin Chen, Guoheng Huang, Kai Huang, Zijin Lin, Guo Zhong, Shenghong Luo, Jie Deng, Jian Zhou

专题命中领域大模型：prompting(title,abstract)；分类 cs.AI

2403.19511 2024-03-29 cs.CL 79%

Improving Clinical NLP Performance through Language Model-Generated Synthetic Clinical Data

Shan Chen, Jack Gallifant, Marco Guevara, Yanjun Gao, Majid Afshar, Timothy Miller, Dmitriy Dligach, Danielle S. Bitterman

专题命中领域大模型：language model(title,abstract)；分类 cs.CL

Comments submitted to review

2403.17674 2024-03-27 cs.CR cs.AI cs.MA 79%

Depending on yourself when you should: Mentoring LLM with RL agents to become the master in cybersecurity games

Yikuan Yan, Yaolun Zhang, Keman Huang

专题命中领域大模型：LLM(title,abstract)；分类 cs.AI

Comments 10 pages

2307.08309 2024-03-25 cs.CR cs.AI cs.NI 79%

LogPrécis: Unleashing Language Models for Automated Malicious Log Analysis

Matteo Boffa, Rodolfo Vieira Valentim, Luca Vassio, Danilo Giordano, Idilio Drago, Marco Mellia, Zied Ben Houidi

专题命中领域大模型：language model(title,abstract)；分类 cs.AI

Comments 18 pages, Computer&Security (https://www.sciencedirect.com/science/article/pii/S0167404824001068), code available at https://github.com/SmartData-Polito/logprecis, models available at https://huggingface.co/SmartDataPolito

Journal ref Computers & Security, 2024, 103805, ISSN 0167-4048

2109.01048 2024-03-22 cs.CL 79%

Pre-training Language Model Incorporating Domain-specific Heterogeneous Knowledge into A Unified Representation

Hongyin Zhu, Hao Peng, Zhiheng Lyu, Lei Hou, Juanzi Li, Jinghui Xiao

专题命中领域大模型：language model(title,abstract)；分类 cs.CL

2403.12408 2024-03-20 cs.CL cs.SD eess.AS 79%

MSLM-S2ST: A Multitask Speech Language Model for Textless Speech-to-Speech Translation with Speaker Style Preservation

Yifan Peng, Ilia Kulikov, Yilin Yang, Sravya Popuri, Hui Lu, Changhan Wang, Hongyu Gong

专题命中领域大模型：language model(title,abstract)；分类 cs.CL

2403.12402 2024-03-20 cs.CL cs.SD eess.AS 79%

An Empirical Study of Speech Language Models for Prompt-Conditioned Speech Synthesis

Yifan Peng, Ilia Kulikov, Yilin Yang, Sravya Popuri, Hui Lu, Changhan Wang, Hongyu Gong

专题命中领域大模型：language model(title,abstract)；分类 cs.CL

1. 领域大模型 12683 篇

MRPD: Undersampled MRI reconstruction by prompting a large latent diffusion model

Language Portability Strategies for Open-domain Dialogue with Pre-trained Language Models from High to Low Resource Languages

Exploring Cross-Domain Few-Shot Classification via Frequency-Aware Prompting

Boosting Medical Image Classification with Segmentation Foundation Model

Transferring Knowledge from Large Foundation Models to Small Downstream Models

Decipherment-Aware Multilingual Learning in Jointly Trained Language Models

OLMo: Accelerating the Science of Language Models

Knowledge Graph Question Answering for Materials Science (KGQA4MAT): Developing Natural Language Interface for Metal-Organic Frameworks Knowledge Graph (MOF-KG) Using LLM

Sample-specific Masks for Visual Reprogramming-based Prompting

Why Tabular Foundation Models Should Be a Research Priority

PGA-SciRE: Harnessing LLM on Data Augmentation for Enhancing Scientific Relation Extraction

Hybrid Context Retrieval Augmented Generation Pipeline: LLM-Augmented Knowledge Graphs and Vector Database for Accreditation Reporting Assistance

EyeFound: A Multimodal Generalist Foundation Model for Ophthalmic Imaging

Foundation Models for Education: Promises and Prospects

How far is Language Model from 100% Few-shot Named Entity Recognition in Medical Domain

Physio: An LLM-Based Physiotherapy Advisor

ConPro: Learning Severity Representation for Medical Images using Contrastive Learning and Preference Optimization

Semantic Segmentation Refiner for Ultrasound Applications with Zero-Shot Foundation Models

Fusion of Domain-Adapted Vision and Language Models for Medical Visual Question Answering

DoDo Learning: DOmain-DemOgraphic Transfer in Language Models for Detecting Abuse Targeted at Public Figures

Reformulating Sequential Recommendation: Learning Dynamic User Interest with Content-enriched Language Modeling

Comparing Two Model Designs for Clinical Note Generation; Is an LLM a Useful Evaluator of Consistency?

Dissecting Paraphrases: The Impact of Prompt Syntax and supplementary Information on Knowledge Retrieval from Pretrained Language Models

Medical Visual Prompting (MVP): A Unified Framework for Versatile and High-Quality Medical Image Segmentation

Improving Clinical NLP Performance through Language Model-Generated Synthetic Clinical Data

Depending on yourself when you should: Mentoring LLM with RL agents to become the master in cybersecurity games

LogPrécis: Unleashing Language Models for Automated Malicious Log Analysis

Pre-training Language Model Incorporating Domain-specific Heterogeneous Knowledge into A Unified Representation

MSLM-S2ST: A Multitask Speech Language Model for Textless Speech-to-Speech Translation with Speaker Style Preservation

An Empirical Study of Speech Language Models for Prompt-Conditioned Speech Synthesis