语言大模型 / LLM

Extreme Speech Classification in the Era of LLMs: Exploring Open-Source and Proprietary Models

Sarthak Mahajan, Nimmi Rangaswamy

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

Comments Accepted to 7th International Conference on information systems and management science (ISMS), 2024

Entity Decomposition with Filtering: A Zero-Shot Clinical Named Entity Recognition Framework

Reza Averly, Xia Ning

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

Comments Accepted to NAACL 2025 Main Conference

Implicit Geometry of Next-token Prediction: From Language Sparsity Patterns to Model Representations

Yize Zhao, Tina Behnia, Vala Vakilian, Christos Thrampoulidis

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

Comments Updated with link to code repository

Knowledge Graph-Driven Retrieval-Augmented Generation: Integrating Deepseek-R1 with Weaviate for Advanced Chatbot Applications

Alexandru Lecu, Adrian Groza, Lezan Hawizy

机构 * Technical University of Cluj-Napoca（克卢日-纳波卡技术大学） ； Digital Science & Research Solutions Ltd（数字科学与研究解决方案有限公司） 纠错

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

Enabling Autonomic Microservice Management through Self-Learning Agents

Fenglin Yu, Fangkai Yang, Xiaoting Qin, Zhiyang Zhang, Jue Zhang, Qingwei Lin, Hongyu Zhang, Yingnong Dang, Saravan Rajmohan, Dongmei Zhang, Qi Zhang

机构 * Wuhan University（武汉大学） ； Microsoft（微软） ； Nanjing University（南京大学） ； Chongqing University（重庆大学） 纠错

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

Learning Beyond the Surface: How Far Can Continual Pre-Training with LoRA Enhance LLMs' Domain-Specific Insight Learning?

Pouya Pezeshkpour, Estevam Hruschka

机构 * Megagon Labs（美佳工室） 纠错

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

Parallel Key-Value Cache Fusion for Position Invariant RAG

Philhoon Oh, Jinwoo Shin, James Thorne

机构 * KAIST AI（韩国科学技术院人工智能部门） 纠错

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

Comments 5 pages

Exploring the Impact of Generative Artificial Intelligence in Education: A Thematic Analysis

Abhishek Kaushik, Sargam Yadav, Andrew Browne, David Lillis, David Williams, Jack Mc Donnell, Peadar Grant, Siobhan Connolly Kernan, Shubham Sharma, Mansi Arora

机构 * Dundalk Institute of Technology（唐道克理工学院） ； Dublin Business School（都柏林商学院） ； University College Dublin（都柏林大学学院） ； Technological University Dublin（都柏林理工大学） ； Jagan Institute of Management Studies（贾根管理学院） 纠错

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

GenAI Content Detection Task 3: Cross-Domain Machine-Generated Text Detection Challenge

Liam Dugan, Andrew Zhu, Firoj Alam, Preslav Nakov, Marianna Apidianaki, Chris Callison-Burch

机构 * University of Pennsylvania（宾夕法尼亚大学） ； Qatar Computing Research Institute（卡塔尔计算研究所） ； MBZUAI（穆罕默德·本·扎耶德人工智能大学） 纠错

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

Comments COLING 2025

Can AI Help with Your Personal Finances?

Oudom Hean, Utsha Saha, Binita Saha

机构 * North Dakota State University（北达科他州立大学） 纠错

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

First Token Probability Guided RAG for Telecom Question Answering

Tingwei Chen, Jiayi Chen, Zijian Zhao, Haolong Chen, Liang Zhang, Guangxu Zhu

机构 * Shenzhen Research Institute of Big Data（深圳大数据研究院） ； School of Science and Engineering, The Chinese University of Hong Kong (Shenzhen)（香港中文大学（深圳）理工学院） ； School of Computer Science and Engineering, Sun Yat-sen University（中山大学计算机科学与工程学院） 纠错

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

Practical Design and Benchmarking of Generative AI Applications for Surgical Billing and Coding

John C. Rollman, Bruce Rogers, Hamed Zaribafzadeh, Daniel Buckland, Ursula Rogers, Jennifer Gagnon, Ozanan Meireles, Lindsay Jennings, Jim Bennett, Jennifer Nicholson, Nandan Lad, Linda Cendales, Andreas Seas, Alessandro Martinino, E. Shelley Hwang, Allan D. Kirk

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

Comments 21 pages, 3 figures, 2 tables

A Novel Approach to Scalable and Automatic Topic-Controlled Question Generation in Education

Ziqing Li, Mutlu Cukurova, Sahan Bulathwela

机构 * University College London（伦敦大学学院） 纠错

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

Comments To be published at ACM Conf. on Learning Analytics and Knowledge (LAK'25)

Controlling Out-of-Domain Gaps in LLMs for Genre Classification and Generated Text Detection

Dmitri Roussinov, Serge Sharoff, Nadezhda Puchnina

机构 * University of Strathclyde（思克莱德大学） ； University of Leeds（利兹大学） 纠错

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

Comments The 31st International Conference on Computational Linguistics

Towards Scientific Discovery with Generative AI: Progress, Opportunities, and Challenges

Chandan K Reddy, Parshin Shojaee

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

Comments AAAI 2025

Test Case-Informed Knowledge Tracing for Open-ended Coding Tasks

Zhangqi Duan, Nigel Fernandez, Alexander Hicks, Andrew Lan

机构 * University of Massachusetts Amherst（马萨诸塞大学阿默斯特分校） ； Virginia Tech（弗吉尼亚理工大学） 纠错

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

Comments Published in LAK 2025: The 15th International Learning Analytics and Knowledge Conference

Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech

Jonathan Heitz, Gerold Schneider, Nicolas Langer

机构 * University of Zurich（苏黎世大学） ； Language & Medicine Competence Centre（语言与医学中心） ； Department of Computational Linguistics（计算语言学系） 纠错

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

Comments Accepted at the 31st International Conference on Computational Linguistics (COLING 2025)

All-in-One Tuning and Structural Pruning for Domain-Specific LLMs

Lei Lu, Zhepeng Wang, Runxue Bao, Mengbing Wang, Fangyi Li, Yawen Wu, Weiwen Jiang, Jie Xu, Yanzhi Wang, Shangqian Gao

机构 * Northeastern University（东北大学） ； George Mason University（乔治梅森大学） ； GE HealthCare（GE医疗） ； University of Pennsylvania（宾夕法尼亚大学） ； University of Pittsburgh（匹兹堡大学） ； University of Florida（佛罗里达大学） ； Florida State University（佛罗里达州立大学） 纠错

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

Comments Updated a typo in the author list;

Future Research Avenues for Artificial Intelligence in Digital Gaming: An Exploratory Report

Markus Dablander

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

An Agentic Approach to Automatic Creation of P&ID Diagrams from Natural Language Descriptions

Shreeyash Gowaikar, Srinivasan Iyengar, Sameer Segal, Shivkumar Kalyanaraman

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

Comments Accepted at the AAAI'25 Workshop on AI to Accelerate Science and Engineering (AI2ASE)

BioRAGent: A Retrieval-Augmented Generation System for Showcasing Generative Query Expansion and Domain-Specific Search for Scientific Q&A

Samy Ateia, Udo Kruschwitz

机构 * University of Regensburg（雷根斯堡大学） 纠错

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

Comments Version as accepted at the Demo Track at ECIR 2025

LawLuo: A Multi-Agent Collaborative Framework for Multi-Round Chinese Legal Consultation

Jingyun Sun, Chengxiao Dai, Zhongze Luo, Yangbo Chang, Yang Li

机构 * College of Computer and Control Engineering, Northeast Forestry University（东北林业大学计算机与控制工程学院） ； Faculty of Information and Communication Technology, Universiti Tunku Abdul Rahman（拉曼大学信息与通信技术学院） ； College of Architecture and Arts Design, Shijiazhuang Tiedao University（石家庄铁道大学建筑与艺术设计学院） 纠错

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

Comments 13 pages

Effective Generative AI: The Human-Algorithm Centaur

Soroush Saghafian, Lihi Idan

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

Comments To Appear in SI: Future Shock, Harvard Data Science Review (https://hdsr.mitpress.mit.edu/specialissue5)

Journal ref Harvard Data Science Review (2024)

AI-assisted Knowledge Discovery in Biomedical Literature to Support Decision-making in Precision Oncology

Ting He, Kory Kreimeyer, Mimi Najjar, Jonathan Spiker, Maria Fatteh, Valsamo Anagnostou, Taxiarchis Botsis

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

Comments Accepted at AMIA Annual Symposium 2024

Scaling Sequential Recommendation Models with Transformers

Pablo Zivic, Hernan Vazquez, Jorge Sanchez

机构 * Mercado Libre Inc.（美客多公司） 纠错

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

Ethical and Scalable Automation: A Governance and Compliance Framework for Business Applications

Haocheng Lin

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

Comments The current version improves significantly by integrating ethical frameworks, expanding methodology and case studies, enhancing scalability and ethical-legal alignment, acknowledging prior work, and offering clearer structure and practical relevance

SeQwen at the Financial Misinformation Detection Challenge Task: Sequential Learning for Claim Verification and Explanation Generation in Financial Domains

Jebish Purbey, Siddhant Gupta, Nikhil Manali, Siddartha Pullakhandam, Drishti Sharma, Ashay Srivastava, Ram Mohan Rao Kadiyala

机构 * Pulchowk Campus, IoE（普尔乔克校区，工程学院（Institute of Engineering）） ； IIT Roorkee（鲁基印度理工学院） ； State University of New York, Buffalo（纽约州立大学布法罗分校） ； University of Wisconsin（威斯康星大学） ； Cohere For AI Community（Cohere 人工智能社区） ； University of Maryland（马里兰大学） 纠错

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

Comments 6 pages, 9 figures, Submitted to FinNLP-FNP-LLMFinLegal @ COLING 2025

HOPPR Medical-Grade Platform for Medical Imaging AI

Kalina P. Slavkova, Melanie Traughber, Oliver Chen, Robert Bakos, Shayna Goldstein, Dan Harms, Bradley J. Erickson, Khan M. Siddiqui

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

Comments 6 pages, 3 figures

Ontology-Constrained Generation of Domain-Specific Clinical Summaries

Gaya Mehenni, Amal Zouaq

机构 * Polytechnique Montreal（蒙特利尔理工学院） ； LAMA-WeST 纠错

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

Comments 24th International Conference on Knowledge Engineering and Knowledge Management (EKAW 2024), November 26-28, 2024, Amsterdam, The Netherlands

Retrieval-Augmented Generation for Domain-Specific Question Answering: A Case Study on Pittsburgh and CMU

Haojia Sun, Yaqi Wang, Shuting Zhang

机构 * Carnegie Mellon University（卡内基梅隆大学） 纠错

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