语言大模型 / LLM

PsychAdapter: Adapting LLM Transformers to Reflect Traits, Personality and Mental Health

Huy Vu, Huy Anh Nguyen, Adithya V Ganesan, Swanie Juhng, Oscar N. E. Kjell, Joao Sedoc, Margaret L. Kern, Ryan L. Boyd, Lyle Ungar, H. Andrew Schwartz, Johannes C. Eichstaedt

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

CareBot: A Pioneering Full-Process Open-Source Medical Language Model

Lulu Zhao, Weihao Zeng, Xiaofeng Shi, Hua Zhou

专题命中 领域大模型 ：language model(title)；LLM(abstract)；SFT(abstract)；RLHF(abstract)

Comments Accept by AAAI 2025

Dynamic Fog Computing for Enhanced LLM Execution in Medical Applications

Philipp Zagar, Vishnu Ravi, Lauren Aalami, Stephan Krusche, Oliver Aalami, Paul Schmiedmayer

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

Scaling Properties of Speech Language Models

Santiago Cuervo, Ricard Marxer

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

SelfPrompt: Autonomously Evaluating LLM Robustness via Domain-Constrained Knowledge Guidelines and Refined Adversarial Prompts

Aihua Pei, Zehua Yang, Shunan Zhu, Ruoxi Cheng, Ju Jia

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

Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph

Yutong Zhang, Lixing Chen, Shenghong Li, Nan Cao, Yang Shi, Jiaxin Ding, Zhe Qu, Pan Zhou, Yang Bai

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 KDD 2025

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

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

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

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

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

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

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

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

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

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

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

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'

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

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

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

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

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

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

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

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

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

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/

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

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