语言大模型 / LLM - arXivDaily 专题

2411.16736 2024-11-27 cs.CL cs.AI physics.chem-ph 86%

ChemSafetyBench: Benchmarking LLM Safety on Chemistry Domain

Haochen Zhao, Xiangru Tang, Ziran Yang, Xiao Han, Xuanzhi Feng, Yueqing Fan, Senhao Cheng, Di Jin, Yilun Zhao, Arman Cohan, Mark Gerstein

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

2411.04308 2024-11-08 cs.CL cs.AI 86%

Improving Bilingual Capabilities of Language Models to Support Diverse Linguistic Practices in Education

Anand Syamkumar, Nora Tseng, Kaycie Barron, Shanglin Yang, Shamya Karumbaiah, Rheeya Uppal, Junjie Hu

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

2402.18679 2024-10-16 cs.AI cs.LG 86%

Data Interpreter: An LLM Agent For Data Science

Sirui Hong, Yizhang Lin, Bang Liu, Bangbang Liu, Binhao Wu, Ceyao Zhang, Chenxing Wei, Danyang Li, Jiaqi Chen, Jiayi Zhang, Jinlin Wang, Li Zhang, Lingyao Zhang, Min Yang, Mingchen Zhuge, Taicheng Guo, Tuo Zhou, Wei Tao, Xiangru Tang, Xiangtao Lu, Xiawu Zheng, Xinbing Liang, Yaying Fei, Yuheng Cheng, Zhibin Gou, Zongze Xu, Chenglin Wu

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

2410.11239 2024-10-16 cs.CL cs.AI 86%

HR-Agent: A Task-Oriented Dialogue (TOD) LLM Agent Tailored for HR Applications

Weijie Xu, Jay Desai, Fanyou Wu, Josef Valvoda, Srinivasan H. Sengamedu

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

2408.03544 2024-10-16 cs.CL cs.AI 86%

NatLan: Native Language Prompting Facilitates Knowledge Elicitation Through Language Trigger Provision and Domain Trigger Retention

Baixuan Li, Yunlong Fan, Tianyi Ma, Zhiqiang Gao

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

2410.02026 2024-10-04 cs.AI cs.CL 86%

Zodiac: A Cardiologist-Level LLM Framework for Multi-Agent Diagnostics

Yuan Zhou, Peng Zhang, Mengya Song, Alice Zheng, Yiwen Lu, Zhiheng Liu, Yong Chen, Zhaohan Xi

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

2409.11589 2024-09-19 cs.CL cs.AI 86%

ProSLM : A Prolog Synergized Language Model for explainable Domain Specific Knowledge Based Question Answering

Priyesh Vakharia, Abigail Kufeldt, Max Meyers, Ian Lane, Leilani Gilpin

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

Comments Accepted at NeSy 2024

Journal ref Springer, Lecture Notes on Computer Science (LNAI,volume 14980), 2024

2409.10580 2024-09-18 cs.LG cs.AI stat.ML 86%

Veridical Data Science for Medical Foundation Models

Ahmed Alaa, Bin Yu

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

2401.00544 2024-09-12 cs.AI cs.LG 86%

A Reliable Knowledge Processing Framework for Combustion Science using Foundation Models

Vansh Sharma, Venkat Raman

专题命中领域大模型：foundation model(title)；LLM(abstract)；large language model(abstract)；language model(abstract)

Comments 38 pages and 10 figures; Fixed figure resolution

2409.00135 2024-09-04 cs.CL cs.AI 86%

HoneyComb: A Flexible LLM-Based Agent System for Materials Science

Huan Zhang, Yu Song, Ziyu Hou, Santiago Miret, Bang Liu

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

Comments Under Review on EMNLP 2024

2402.11359 2024-08-01 cs.AI cs.CL 86%

Offline Training of Language Model Agents with Functions as Learnable Weights

Shaokun Zhang, Jieyu Zhang, Jiale Liu, Linxin Song, Chi Wang, Ranjay Krishna, Qingyun Wu

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

Comments 22 pages, 10 figures

2407.20654 2024-07-31 cs.CL cs.AI 86%

Prompting Encoder Models for Zero-Shot Classification: A Cross-Domain Study in Italian

Serena Auriemma, Martina Miliani, Mauro Madeddu, Alessandro Bondielli, Lucia Passaro, Alessandro Lenci

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

Comments Submitted to 'Language Resource and Evaluation'

2407.17874 2024-07-26 cs.CL cs.AI 86%

Improving Domain-Specific ASR with LLM-Generated Contextual Descriptions

Jiwon Suh, Injae Na, Woohwan Jung

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

Comments Accepted to INTERSPEECH 2024

2312.16374 2024-07-19 cs.CL cs.AI 86%

LLM Factoscope: Uncovering LLMs' Factual Discernment through Inner States Analysis

Jinwen He, Yujia Gong, Kai Chen, Zijin Lin, Chengan Wei, Yue Zhao

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

2407.11007 2024-07-17 cs.CL cs.AI 86%

Panacea: A foundation model for clinical trial search, summarization, design, and recruitment

Jiacheng Lin, Hanwen Xu, Zifeng Wang, Sheng Wang, Jimeng Sun

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

2406.10296 2024-06-19 cs.CL cs.AI cs.CY 86%

CLST: Cold-Start Mitigation in Knowledge Tracing by Aligning a Generative Language Model as a Students' Knowledge Tracer

Heeseok Jung, Jaesang Yoo, Yohaan Yoon, Yeonju Jang

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

2406.07572 2024-06-13 cs.AI cs.CE cs.LG 86%

Domain-specific ReAct for physics-integrated iterative modeling: A case study of LLM agents for gas path analysis of gas turbines

Tao Song, Yuwei Fan, Chenlong Feng, Keyu Song, Chao Liu, Dongxiang Jiang

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

2312.15842 2024-06-13 cs.CL cs.AI 86%

Knowledge Distillation of LLM for Automatic Scoring of Science Education Assessments

Ehsan Latif, Luyang Fang, Ping Ma, Xiaoming Zhai

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

Comments Accepted to AIED2024

2406.03600 2024-06-07 cs.CL cs.AI 86%

Knowledge-Infused Legal Wisdom: Navigating LLM Consultation through the Lens of Diagnostics and Positive-Unlabeled Reinforcement Learning

Yang Wu, Chenghao Wang, Ece Gumusel, Xiaozhong Liu

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

Comments Accepted by ACL Findings 2024

2402.07483 2024-06-07 cs.AI cs.CL 86%

T-RAG: Lessons from the LLM Trenches

Masoomali Fatehkia, Ji Kim Lucas, Sanjay Chawla

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

Comments Added Needle in a Haystack analysis for T-RAG

2406.02350 2024-06-06 cs.CL cs.AI 86%

LlamaCare: A Large Medical Language Model for Enhancing Healthcare Knowledge Sharing

Maojun Sun

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

2406.01967 2024-06-05 cs.RO cs.AI cs.LG 86%

DrEureka: Language Model Guided Sim-To-Real Transfer

Yecheng Jason Ma, William Liang, Hung-Ju Wang, Sam Wang, Yuke Zhu, Linxi Fan, Osbert Bastani, Dinesh Jayaraman

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

Comments Robotics: Science and Systems (RSS) 2024. Project website and open-source code: https://eureka-research.github.io/dr-eureka/

2402.17456 2024-05-28 cs.HC cs.AI cs.CL 86%

A Piece of Theatre: Investigating How Teachers Design LLM Chatbots to Assist Adolescent Cyberbullying Education

Michael A. Hedderich, Natalie N. Bazarova, Wenting Zou, Ryun Shim, Xinda Ma, Qian Yang

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

2405.16205 2024-05-28 cs.AI cs.CL 86%

GeneAgent: Self-verification Language Agent for Gene Set Knowledge Discovery using Domain Databases

Zhizheng Wang, Qiao Jin, Chih-Hsuan Wei, Shubo Tian, Po-Ting Lai, Qingqing Zhu, Chi-Ping Day, Christina Ross, Zhiyong Lu

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

Comments 30 pages with 10 figures and/or tables

2403.06642 2024-05-27 cs.IR cs.AI cs.CL 86%

TRAWL: External Knowledge-Enhanced Recommendation with LLM Assistance

Weiqing Luo, Chonggang Song, Lingling Yi, Gong Cheng

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

Comments 8 pages, 3 figures

2405.01883 2024-05-06 cs.CL cs.LG 86%

DALLMi: Domain Adaption for LLM-based Multi-label Classifier

Miruna Beţianu, Abele Mălan, Marco Aldinucci, Robert Birke, Lydia Chen

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

2404.05144 2024-04-09 cs.CL cs.CV cs.LG 86%

Enhancing Clinical Efficiency through LLM: Discharge Note Generation for Cardiac Patients

HyoJe Jung, Yunha Kim, Heejung Choi, Hyeram Seo, Minkyoung Kim, JiYe Han, Gaeun Kee, Seohyun Park, Soyoung Ko, Byeolhee Kim, Suyeon Kim, Tae Joon Jun, Young-Hak Kim

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

Comments 10 pages, 1 figure, 3 tables, conference

2403.10446 2024-03-18 cs.CL cs.LG 86%

Enhancing LLM Factual Accuracy with RAG to Counter Hallucinations: A Case Study on Domain-Specific Queries in Private Knowledge-Bases

Jiarui Li, Ye Yuan, Zehua Zhang

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

Comments These authors contributed equally to this work

2403.00826 2024-03-05 cs.CL cs.CR cs.LG 86%

LLMGuard: Guarding Against Unsafe LLM Behavior

Shubh Goyal, Medha Hira, Shubham Mishra, Sukriti Goyal, Arnav Goel, Niharika Dadu, Kirushikesh DB, Sameep Mehta, Nishtha Madaan

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

Comments accepted in demonstration track of AAAI-24

2402.14855 2024-02-26 cs.CL cs.AI 86%

An LLM Maturity Model for Reliable and Transparent Text-to-Query

Lei Yu, Abir Ray

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

Comments 8 pages, 5 figures

1. 领域大模型 12637 篇

ChemSafetyBench: Benchmarking LLM Safety on Chemistry Domain

Improving Bilingual Capabilities of Language Models to Support Diverse Linguistic Practices in Education

Data Interpreter: An LLM Agent For Data Science

HR-Agent: A Task-Oriented Dialogue (TOD) LLM Agent Tailored for HR Applications

NatLan: Native Language Prompting Facilitates Knowledge Elicitation Through Language Trigger Provision and Domain Trigger Retention

Zodiac: A Cardiologist-Level LLM Framework for Multi-Agent Diagnostics

ProSLM : A Prolog Synergized Language Model for explainable Domain Specific Knowledge Based Question Answering

Veridical Data Science for Medical Foundation Models

A Reliable Knowledge Processing Framework for Combustion Science using Foundation Models

HoneyComb: A Flexible LLM-Based Agent System for Materials Science

Offline Training of Language Model Agents with Functions as Learnable Weights

Prompting Encoder Models for Zero-Shot Classification: A Cross-Domain Study in Italian

Improving Domain-Specific ASR with LLM-Generated Contextual Descriptions

LLM Factoscope: Uncovering LLMs' Factual Discernment through Inner States Analysis

Panacea: A foundation model for clinical trial search, summarization, design, and recruitment

CLST: Cold-Start Mitigation in Knowledge Tracing by Aligning a Generative Language Model as a Students' Knowledge Tracer

Domain-specific ReAct for physics-integrated iterative modeling: A case study of LLM agents for gas path analysis of gas turbines

Knowledge Distillation of LLM for Automatic Scoring of Science Education Assessments

Knowledge-Infused Legal Wisdom: Navigating LLM Consultation through the Lens of Diagnostics and Positive-Unlabeled Reinforcement Learning

T-RAG: Lessons from the LLM Trenches

LlamaCare: A Large Medical Language Model for Enhancing Healthcare Knowledge Sharing

DrEureka: Language Model Guided Sim-To-Real Transfer

A Piece of Theatre: Investigating How Teachers Design LLM Chatbots to Assist Adolescent Cyberbullying Education

GeneAgent: Self-verification Language Agent for Gene Set Knowledge Discovery using Domain Databases

TRAWL: External Knowledge-Enhanced Recommendation with LLM Assistance

DALLMi: Domain Adaption for LLM-based Multi-label Classifier

Enhancing Clinical Efficiency through LLM: Discharge Note Generation for Cardiac Patients

Enhancing LLM Factual Accuracy with RAG to Counter Hallucinations: A Case Study on Domain-Specific Queries in Private Knowledge-Bases

LLMGuard: Guarding Against Unsafe LLM Behavior

An LLM Maturity Model for Reliable and Transparent Text-to-Query