语言大模型 / LLM

Zero-Shot Topic Classification of Column Headers: Leveraging LLMs for Metadata Enrichment

Margherita Martorana, Tobias Kuhn, Lise Stork, Jacco van Ossenbruggen

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

MODOC: A Modular Interface for Flexible Interlinking of Text Retrieval and Text Generation Functions

Yingqiang Gao, Jhony Prada, Nianlong Gu, Jessica Lam, Richard H. R. Hahnloser

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

Is Generative AI the Next Tactical Cyber Weapon For Threat Actors? Unforeseen Implications of AI Generated Cyber Attacks

Yusuf Usman, Aadesh Upadhyay, Prashnna Gyawali, Robin Chataut

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

Comments Journal Paper

MedDiT: A Knowledge-Controlled Diffusion Transformer Framework for Dynamic Medical Image Generation in Virtual Simulated Patient

Yanzeng Li, Cheng Zeng, Jinchao Zhang, Jie Zhou, Lei Zou

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

Understanding Help-Seeking Behavior of Students Using LLMs vs. Web Search for Writing SQL Queries

Harsh Kumar, Mohi Reza, Jeb Mitchell, Ilya Musabirov, Lisa Zhang, Michael Liut

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

LLaVA-Surg: Towards Multimodal Surgical Assistant via Structured Surgical Video Learning

Jiajie Li, Garrett Skinner, Gene Yang, Brian R Quaranto, Steven D Schwaitzberg, Peter C W Kim, Jinjun Xiong

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

MedTsLLM: Leveraging LLMs for Multimodal Medical Time Series Analysis

Nimeesha Chan, Felix Parker, William Bennett, Tianyi Wu, Mung Yao Jia, James Fackler, Kimia Ghobadi

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

Comments published in Proceedings of Machine Learning Research, MLHC 2024

ELLA: Empowering LLMs for Interpretable, Accurate and Informative Legal Advice

Yutong Hu, Kangcheng Luo, Yansong Feng

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

Towards Automatic Hands-on-Keyboard Attack Detection Using LLMs in EDR Solutions

Amit Portnoy, Ehud Azikri, Shay Kels

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

Faculty Perspectives on the Potential of RAG in Computer Science Higher Education

Sagnik Dakshit

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

CEAR: Automatic construction of a knowledge graph of chemical entities and roles from scientific literature

Stefan Langer, Fabian Neuhaus, Andreas Nürnberger

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

Bailicai: A Domain-Optimized Retrieval-Augmented Generation Framework for Medical Applications

Cui Long, Yongbin Liu, Chunping Ouyang, Ying Yu

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

CourseAssist: Pedagogically Appropriate AI Tutor for Computer Science Education

Ty Feng, Sa Liu, Dipak Ghosal

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

Comments Accepted to SIGCSE Virtual 2024

Collaborative Evolving Strategy for Automatic Data-Centric Development

Xu Yang, Haotian Chen, Wenjun Feng, Haoxue Wang, Zeqi Ye, Xinjie Shen, Xiao Yang, Shizhao Sun, Weiqing Liu, Jiang Bian

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

Comments 23 pages, 7 figures

Large Models of What? Mistaking Engineering Achievements for Human Linguistic Agency

Abeba Birhane, Marek McGann

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

Comments To appear in the Journal of Language Sciences

Synthetic Cancer -- Augmenting Worms with LLMs

Benjamin Zimmerman, David Zollikofer

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

Comments Won first place at the Swiss AI Safety Prize. Some technical details omitted, contact authors for more information

Artificial Intuition: Efficient Classification of Scientific Abstracts

Harsh Sakhrani, Naseela Pervez, Anirudh Ravi Kumar, Fred Morstatter, Alexandra Graddy Reed, Andrea Belz

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

Enhancing Computer Programming Education with LLMs: A Study on Effective Prompt Engineering for Python Code Generation

Tianyu Wang, Nianjun Zhou, Zhixiong Chen

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

Comments 18 pages, 9 figures

Applying LLMs for Rescoring N-best ASR Hypotheses of Casual Conversations: Effects of Domain Adaptation and Context Carry-over

Atsunori Ogawa, Naoyuki Kamo, Kohei Matsuura, Takanori Ashihara, Takafumi Moriya, Takatomo Kano, Naohiro Tawara, Marc Delcroix

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

Comments 5 pages

Task Oriented In-Domain Data Augmentation

Xiao Liang, Xinyu Hu, Simiao Zuo, Yeyun Gong, Qiang Lou, Yi Liu, Shao-Lun Huang, Jian Jiao

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

Human-AI collectives produce the most accurate differential diagnoses

N. Zöller, J. Berger, I. Lin, N. Fu, J. Komarneni, G. Barabucci, K. Laskowski, V. Shia, B. Harack, E. A. Chu, V. Trianni, R. H. J. M. Kurvers, S. M. Herzog

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

TaskWeaver: A Code-First Agent Framework

Bo Qiao, Liqun Li, Xu Zhang, Shilin He, Yu Kang, Chaoyun Zhang, Fangkai Yang, Hang Dong, Jue Zhang, Lu Wang, Minghua Ma, Pu Zhao, Si Qin, Xiaoting Qin, Chao Du, Yong Xu, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang

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

GNOME: Generating Negotiations through Open-Domain Mapping of Exchanges

Darshan Deshpande, Shambhavi Sinha, Anirudh Ravi Kumar, Debaditya Pal, Jonathan May

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)；pretraining(abstract)；分类 cs.CL

Domain-Specific Shorthand for Generation Based on Context-Free Grammar

Andriy Kanyuka, Elias Mahfoud

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

Unleashing GPT on the Metaverse: Savior or Destroyer?

Pengyuan Zhou

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

Comments 15 pages, 18 figures

GPT-ology, Computational Models, Silicon Sampling: How should we think about LLMs in Cognitive Science?

Desmond C. Ong

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

Comments CogSci 2024; 6 pages + 2 page of references

Artificial Intelligence as the New Hacker: Developing Agents for Offensive Security

Leroy Jacob Valencia

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

Ollabench: Evaluating LLMs' Reasoning for Human-centric Interdependent Cybersecurity

Tam n. Nguyen

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

Comments 12 pages, 7 figures, 2 tables The final conference/journal version may have significantly more content updates

LLMs for User Interest Exploration in Large-scale Recommendation Systems

Jianling Wang, Haokai Lu, Yifan Liu, He Ma, Yueqi Wang, Yang Gu, Shuzhou Zhang, Ningren Han, Shuchao Bi, Lexi Baugher, Ed Chi, Minmin Chen

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

Pearl: A Review-driven Persona-Knowledge Grounded Conversational Recommendation Dataset

Minjin Kim, Minju Kim, Hana Kim, Beong-woo Kwak, Soyeon Chun, Hyunseo Kim, SeongKu Kang, Youngjae Yu, Jinyoung Yeo, Dongha Lee

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

Comments Published at ACL 2024 Findings