语言大模型 / LLM

Query-Guided Self-Supervised Summarization of Nursing Notes

Ya Gao, Hans Moen, Saila Koivusalo, Miika Koskinen, Pekka Marttinen

机构 * Aalto University（阿尔托大学） ； Helsinki University Hospital（赫尔辛基大学医院） 纠错

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

Measuring Emergent Capabilities of LLMs for Software Engineering: How Far Are We?

Conor O'Brien, Daniel Rodriguez-Cardenas, Alejandro Velasco, David N. Palacio, Denys Poshyvanyk

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

Comments Submitted for RENE ICPC 2025

OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs

Akari Asai, Jacqueline He, Rulin Shao, Weijia Shi, Amanpreet Singh, Joseph Chee Chang, Kyle Lo, Luca Soldaini, Sergey Feldman, Mike D'arcy, David Wadden, Matt Latzke, Minyang Tian, Pan Ji, Shengyan Liu, Hao Tong, Bohao Wu, Yanyu Xiong, Luke Zettlemoyer, Graham Neubig, Dan Weld, Doug Downey, Wen-tau Yih, Pang Wei Koh, Hannaneh Hajishirzi

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

Fixing Security Vulnerabilities with AI in OSS-Fuzz

Yuntong Zhang, Jiawei Wang, Dominic Berzin, Martin Mirchev, Dongge Liu, Abhishek Arya, Oliver Chang, Abhik Roychoudhury

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

DIETS: Diabetic Insulin Management System in Everyday Life

Hanyu Zeng, Hui Ji, Pengfei Zhou

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

Detecting Multi-Parameter Constraint Inconsistencies in Python Data Science Libraries

Xiufeng Xu, Fuman Xie, Chenguang Zhu, Guangdong Bai, Sarfraz Khurshid, Yi Li

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

Towards Operationalizing Right to Data Protection

Abhinav Java, Simra Shahid, Chirag Agarwal

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

Comments First two authors contributed equally to this work

Word-Sequence Entropy: Towards Uncertainty Estimation in Free-Form Medical Question Answering Applications and Beyond

Zhiyuan Wang, Jinhao Duan, Chenxi Yuan, Qingyu Chen, Tianlong Chen, Yue Zhang, Ren Wang, Xiaoshuang Shi, Kaidi Xu

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

Comments Accepted by Engineering Applications of Artificial Intelligence

1-800-SHARED-TASKS @ NLU of Devanagari Script Languages: Detection of Language, Hate Speech, and Targets using LLMs

Jebish Purbey, Siddartha Pullakhandam, Kanwal Mehreen, Muhammad Arham, Drishti Sharma, Ashay Srivastava, Ram Mohan Rao Kadiyala

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

Comments 13 pages, Submitted to CHIPSAL workshop @ COLING 2025

Understanding Generative AI in Robot Logic Parametrization

Yuna Hwang, Arissa J. Sato, Pragathi Praveena, Nathan Thomas White, Bilge Mutlu

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

Comments 5 pages, 2 figures. Paper presented at the End-User Development for Human-Robot Interaction (EUD4HRI) Workshop, part of the 19th Annual ACM/IEEE International Conference on Human Robot Interaction (HRI, 2024)

Aggregated Knowledge Model: Enhancing Domain-Specific QA with Fine-Tuned and Retrieval-Augmented Generation Models

Fengchen Liu, Jordan Jung, Wei Feinstein, Jeff DAmbrogia, Gary Jung

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

An Empirical Study of the Non-determinism of ChatGPT in Code Generation

Shuyin Ouyang, Jie M. Zhang, Mark Harman, Meng Wang

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

From Explainable to Interpretable Deep Learning for Natural Language Processing in Healthcare: How Far from Reality?

Guangming Huang, Yingya Li, Shoaib Jameel, Yunfei Long, Giorgos Papanastasiou

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

Comments This paper has been accepted by Computational and Structural Biotechnology Journal

Assessing Privacy Policies with AI: Ethical, Legal, and Technical Challenges

Irem Aydin, Hermann Diebel-Fischer, Vincent Freiberger, Julia Möller-Klapperich, Erik Buchmann, Michael Färber, Anne Lauber-Rönsberg, Birte Platow

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

Comments Published at AISyS 2024

How to Teach Programming in the AI Era? Using LLMs as a Teachable Agent for Debugging

Qianou Ma, Hua Shen, Kenneth Koedinger, Tongshuang Wu

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

Comments 14 pages, 6 figures

Journal ref AIED 2024, LNAI 14829, pp. 1-16

Conversational Factor Information Retrieval Model (ConFIRM)

Stephen Choi, William Gazeley, Siu Ho Wong, Tingting Li

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

Comments 8 pages, 2 figures, 2 tables, 2 appendices

Major Entity Identification: A Generalizable Alternative to Coreference Resolution

Kawshik Manikantan, Shubham Toshniwal, Makarand Tapaswi, Vineet Gandhi

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

Comments 17 pages, 6 figures

Winning Solution For Meta KDD Cup' 24

Yikuan Xia, Jiazun Chen, Jun Gao

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

HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale

Junying Chen, Chi Gui, Ruyi Ouyang, Anningzhe Gao, Shunian Chen, Guiming Hardy Chen, Xidong Wang, Ruifei Zhang, Zhenyang Cai, Ke Ji, Guangjun Yu, Xiang Wan, Benyou Wang

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

The Effect of Education in Prompt Engineering: Evidence from Journalists

Amirsiavosh Bashardoust, Yuanjun Feng, Dominique Geissler, Stefan Feuerriegel, Yash Raj Shrestha

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

Exploring LLMs for Malware Detection: Review, Framework Design, and Countermeasure Approaches

Jamal Al-Karaki, Muhammad Al-Zafar Khan, Marwan Omar

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

Comments 26 pages, 7 figures, 4 tables

SciAgents: Automating scientific discovery through multi-agent intelligent graph reasoning

Alireza Ghafarollahi, Markus J. Buehler

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

Enhancing Critical Thinking in Education by means of a Socratic Chatbot

Lucile Favero, Juan Antonio Pérez-Ortiz, Tanja Käser, Nuria Oliver

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

Beyond ChatGPT: Enhancing Software Quality Assurance Tasks with Diverse LLMs and Validation Techniques

Ratnadira Widyasari, David Lo, Lizi Liao

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

The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery

Chris Lu, Cong Lu, Robert Tjarko Lange, Jakob Foerster, Jeff Clune, David Ha

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

Say Your Reason: Extract Contextual Rules In Situ for Context-aware Service Recommendation

Yuxuan Li, Jiahui Li, Lihang Pan, Chun Yu, Yuanchun Shi

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

Speaking the Same Language: Leveraging LLMs in Standardizing Clinical Data for AI

Arindam Sett, Somaye Hashemifar, Mrunal Yadav, Yogesh Pandit, Mohsen Hejrati

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

Comments 11 pages, 2 figures, 4 tables

A RAG-Based Question-Answering Solution for Cyber-Attack Investigation and Attribution

Sampath Rajapaksha, Ruby Rani, Erisa Karafili

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

Comments Accepted at SECAI 2024 (ESORICS 2024)

SonifyAR: Context-Aware Sound Generation in Augmented Reality

Xia Su, Jon E. Froehlich, Eunyee Koh, Chang Xiao

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

Comments To appear in UIST2024

Industrial-Grade Smart Troubleshooting through Causal Technical Language Processing: a Proof of Concept

Alexandre Trilla, Ossee Yiboe, Nenad Mijatovic, Jordi Vitrià

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

Comments 2nd Workshop on Causal Inference and Machine Learning in Practice at the KDD 2024 Conference. arXiv admin note: text overlap with arXiv:2407.11056