语言大模型 / LLM - arXivDaily 专题

2410.19826 2024-10-29 cs.LG 79%

Novel Development of LLM Driven mCODE Data Model for Improved Clinical Trial Matching to Enable Standardization and Interoperability in Oncology Research

Aarsh Shekhar, Mincheol Kim

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

Comments 18 pages, 13 figures, accessible and published at: The Young Researcher Fall 2024 Volume 8, Number 2(Special Edition in Collaboration with Harvard Undergraduate Openbio Laboratory); Pages 28-45

Journal ref The Young Researcher, 8(1), 28-45 (2024)

2406.10584 2024-10-22 cs.CL 79%

Concentrate Attention: Towards Domain-Generalizable Prompt Optimization for Language Models

Chengzhengxu Li, Xiaoming Liu, Zhaohan Zhang, Yichen Wang, Chen Liu, Yu Lan, Chao Shen

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

Comments NeurIPS 2024 Main Track

2410.12473 2024-10-17 cs.IR cs.AI 79%

Unifying Economic and Language Models for Enhanced Sentiment Analysis of the Oil Market

Himmet Kaplan, Ralf-Peter Mundani, Heiko Rölke, Albert Weichselbraun, Martin Tschudy

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

Journal ref Enterprise Information Systems. ICEIS 2023. Lecture Notes in Business Information Processing, vol 518. Springer, Cham

2410.11407 2024-10-16 cs.AI q-bio.NC 79%

A Case for AI Consciousness: Language Agents and Global Workspace Theory

Simon Goldstein, Cameron Domenico Kirk-Giannini

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

2406.00977 2024-10-16 cs.CV cs.AI 79%

Dragonfly: Multi-Resolution Zoom-In Encoding Enhances Vision-Language Models

Rahul Thapa, Kezhen Chen, Ian Covert, Rahul Chalamala, Ben Athiwaratkun, Shuaiwen Leon Song, James Zou

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

2410.03725 2024-10-08 cs.CL 79%

Realtime, multimodal invasive ventilation risk monitoring using language models and BoXHED

Arash Pakbin, Aaron Su, Donald K. K. Lee, Bobak J. Mortazavi

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

2410.01946 2024-10-04 cs.CL 79%

SciPrompt: Knowledge-augmented Prompting for Fine-grained Categorization of Scientific Topics

Zhiwen You, Kanyao Han, Haotian Zhu, Bertram Ludäscher, Jana Diesner

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

Comments EMNLP 2024 Main

2409.17332 2024-09-27 cs.CV cs.AI 79%

Block Expanded DINORET: Adapting Natural Domain Foundation Models for Retinal Imaging Without Catastrophic Forgetting

Jay Zoellin, Colin Merk, Mischa Buob, Amr Saad, Samuel Giesser, Tahm Spitznagel, Ferhat Turgut, Rui Santos, Yukun Zhou, Sigfried Wagner, Pearse A. Keane, Yih Chung Tham, Delia Cabrera DeBuc, Matthias D. Becker, Gabor M. Somfai

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

Comments J.Zoellin, C. Merk and M. Buob contributed equally as shared-first authors. D. Cabrera DeBuc, M. D. Becker and G. M. Somfai contributed equally as senior authors for this work

2409.13721 2024-09-24 cs.CL 79%

LegiLM: A Fine-Tuned Legal Language Model for Data Compliance

Linkai Zhu, Lu Yang, Chaofan Li, Shanwen Hu, Lu Liu, Bin Yin

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

Comments 9 pages, 2 figures

2405.13934 2024-09-24 cs.LG 79%

Text-Free Multi-domain Graph Pre-training: Toward Graph Foundation Models

Xingtong Yu, Chang Zhou, Yuan Fang, Xinming Zhang

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

Comments Under review

2312.02366 2024-09-17 cs.CV cs.AI 79%

Evaluating General Purpose Vision Foundation Models for Medical Image Analysis: An Experimental Study of DINOv2 on Radiology Benchmarks

Mohammed Baharoon, Waseem Qureshi, Jiahong Ouyang, Yanwu Xu, Abdulrhman Aljouie, Wei Peng

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

2405.06468 2024-09-16 cs.CV cs.CL 79%

Pseudo-Prompt Generating in Pre-trained Vision-Language Models for Multi-Label Medical Image Classification

Yaoqin Ye, Junjie Zhang, Hongwei Shi

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

Comments Accepted by PRCV 2024

2406.05660 2024-09-10 cs.LG cs.CR stat.ML 79%

Injecting Undetectable Backdoors in Obfuscated Neural Networks and Language Models

Alkis Kalavasis, Amin Karbasi, Argyris Oikonomou, Katerina Sotiraki, Grigoris Velegkas, Manolis Zampetakis

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

2310.05191 2024-09-04 cs.CL 79%

LLM-as-a-tutor in EFL Writing Education: Focusing on Evaluation of Student-LLM Interaction

Jieun Han, Haneul Yoo, Junho Myung, Minsun Kim, Hyunseung Lim, Yoonsu Kim, Tak Yeon Lee, Hwajung Hong, Juho Kim, So-Yeon Ahn, Alice Oh

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

2408.16829 2024-09-02 astro-ph.HE astro-ph.IM cs.LG 79%

Maven: A Multimodal Foundation Model for Supernova Science

Gemma Zhang, Thomas Helfer, Alexander T. Gagliano, Siddharth Mishra-Sharma, V. Ashley Villar

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

Comments code: https://github.com/ThomasHelfer/multimodal-supernovae data: https://huggingface.co/datasets/thelfer/multimodal_supernovae

2310.03103 2024-08-30 cs.LG 79%

Learning to Prompt Your Domain for Vision-Language Models

Guoyizhe Wei, Feng Wang, Anshul Shah, Rama Chellappa

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

2403.10570 2024-08-20 cs.CR cs.AI cs.GT 79%

Symbiotic Game and Foundation Models for Cyber Deception Operations in Strategic Cyber Warfare

Tao Li, Quanyan Zhu

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

Comments 40 pages, 7 figures, 2 tables

2405.04163 2024-08-20 cs.CL 79%

MEDVOC: Vocabulary Adaptation for Fine-tuning Pre-trained Language Models on Medical Text Summarization

Gunjan Balde, Soumyadeep Roy, Mainack Mondal, Niloy Ganguly

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

Comments 13 pages, Accepted to the 33rd International Joint Conference on Artificial Intelligence, IJCAI 2024 (Main) Track

Journal ref Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence Main Track (IJCAI 2024). Pages 6180-6188

2405.18913 2024-08-12 cs.LG 79%

Time-Series Foundation Models for Forecasting Soil Moisture Levels in Smart Agriculture

Boje Deforce, Bart Baesens, Estefanía Serral Asensio

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

Comments 7 pages, accepted at KDD '24 - Fragile Earth Workshop https://openreview.net/forum?id=GZBGhi4JfE

2312.09007 2024-08-12 cs.IT cs.AI math.IT 79%

LLMind: Orchestrating AI and IoT with LLM for Complex Task Execution

Hongwei Cui, Yuyang Du, Qun Yang, Yulin Shao, Soung Chang Liew

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

2312.09894 2024-08-07 cs.CV cs.AI 79%

PathoDuet: Foundation Models for Pathological Slide Analysis of H&E and IHC Stains

Shengyi Hua, Fang Yan, Tianle Shen, Lei Ma, Xiaofan Zhang

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

Comments Accepted for Medical Image Analysis

2407.18689 2024-07-29 cs.CL 79%

The BIAS Detection Framework: Bias Detection in Word Embeddings and Language Models for European Languages

Alexandre Puttick, Leander Rankwiler, Catherine Ikae, Mascha Kurpicz-Briki

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

2407.16417 2024-07-25 cs.SD cs.LG eess.AS 79%

On the Utility of Speech and Audio Foundation Models for Marmoset Call Analysis

Eklavya Sarkar, Mathew Magimai. -Doss

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

Comments Accepted at Interspeech 2024 satellite event (VIHAR 2024)

2407.16148 2024-07-24 cs.CL 79%

CHIME: LLM-Assisted Hierarchical Organization of Scientific Studies for Literature Review Support

Chao-Chun Hsu, Erin Bransom, Jenna Sparks, Bailey Kuehl, Chenhao Tan, David Wadden, Lucy Lu Wang, Aakanksha Naik

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

Comments 2024 ACL Findings

2407.14875 2024-07-23 cs.CL 79%

Seal: Advancing Speech Language Models to be Few-Shot Learners

Shuyu Lei, Lingen Liu, Jiaolong Yang, Yasen Jiao, Yuxiang Yang, Yushu Yang, Xiang Guo

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

2402.11111 2024-07-23 cs.CL 79%

Language Models as Science Tutors

Alexis Chevalier, Jiayi Geng, Alexander Wettig, Howard Chen, Sebastian Mizera, Toni Annala, Max Jameson Aragon, Arturo Rodríguez Fanlo, Simon Frieder, Simon Machado, Akshara Prabhakar, Ellie Thieu, Jiachen T. Wang, Zirui Wang, Xindi Wu, Mengzhou Xia, Wenhan Xia, Jiatong Yu, Jun-Jie Zhu, Zhiyong Jason Ren, Sanjeev Arora, Danqi Chen

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

Comments 8 pages without bibliography and appendix, 26 pages total

2407.09756 2024-07-16 cs.CL 79%

LLM-Collaboration on Automatic Science Journalism for the General Audience

Gongyao Jiang, Xinran Shi, Qiong Luo

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

Comments Under review

2407.01047 2024-07-15 cs.CL 79%

Development of Cognitive Intelligence in Pre-trained Language Models

Raj Sanjay Shah, Khushi Bhardwaj, Sashank Varma

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

2407.05183 2024-07-11 cs.CV cs.AI 79%

FlowLearn: Evaluating Large Vision-Language Models on Flowchart Understanding

Huitong Pan, Qi Zhang, Cornelia Caragea, Eduard Dragut, Longin Jan Latecki

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

Comments ECAI 2024

2407.05412 2024-07-09 cs.CV cs.AI 79%

FM-OSD: Foundation Model-Enabled One-Shot Detection of Anatomical Landmarks

Juzheng Miao, Cheng Chen, Keli Zhang, Jie Chuai, Quanzheng Li, Pheng-Ann Heng

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

Comments Accepted at MICCAI 2024

1. 领域大模型 12683 篇

Novel Development of LLM Driven mCODE Data Model for Improved Clinical Trial Matching to Enable Standardization and Interoperability in Oncology Research

Concentrate Attention: Towards Domain-Generalizable Prompt Optimization for Language Models

Unifying Economic and Language Models for Enhanced Sentiment Analysis of the Oil Market

A Case for AI Consciousness: Language Agents and Global Workspace Theory

Dragonfly: Multi-Resolution Zoom-In Encoding Enhances Vision-Language Models

Realtime, multimodal invasive ventilation risk monitoring using language models and BoXHED

SciPrompt: Knowledge-augmented Prompting for Fine-grained Categorization of Scientific Topics

Block Expanded DINORET: Adapting Natural Domain Foundation Models for Retinal Imaging Without Catastrophic Forgetting

LegiLM: A Fine-Tuned Legal Language Model for Data Compliance

Text-Free Multi-domain Graph Pre-training: Toward Graph Foundation Models

Evaluating General Purpose Vision Foundation Models for Medical Image Analysis: An Experimental Study of DINOv2 on Radiology Benchmarks

Pseudo-Prompt Generating in Pre-trained Vision-Language Models for Multi-Label Medical Image Classification

Injecting Undetectable Backdoors in Obfuscated Neural Networks and Language Models

LLM-as-a-tutor in EFL Writing Education: Focusing on Evaluation of Student-LLM Interaction

Maven: A Multimodal Foundation Model for Supernova Science

Learning to Prompt Your Domain for Vision-Language Models

Symbiotic Game and Foundation Models for Cyber Deception Operations in Strategic Cyber Warfare

MEDVOC: Vocabulary Adaptation for Fine-tuning Pre-trained Language Models on Medical Text Summarization

Time-Series Foundation Models for Forecasting Soil Moisture Levels in Smart Agriculture

LLMind: Orchestrating AI and IoT with LLM for Complex Task Execution

PathoDuet: Foundation Models for Pathological Slide Analysis of H&E and IHC Stains

The BIAS Detection Framework: Bias Detection in Word Embeddings and Language Models for European Languages

On the Utility of Speech and Audio Foundation Models for Marmoset Call Analysis

CHIME: LLM-Assisted Hierarchical Organization of Scientific Studies for Literature Review Support

Seal: Advancing Speech Language Models to be Few-Shot Learners

Language Models as Science Tutors

LLM-Collaboration on Automatic Science Journalism for the General Audience

Development of Cognitive Intelligence in Pre-trained Language Models

FlowLearn: Evaluating Large Vision-Language Models on Flowchart Understanding

FM-OSD: Foundation Model-Enabled One-Shot Detection of Anatomical Landmarks