语言大模型 / LLM

Small Language Models in the Real World: Insights from Industrial Text Classification

Lujun Li, Lama Sleem, Niccolo' Gentile, Geoffrey Nichil, Radu State

机构 * University of Luxembourg（卢森堡大学） ； Foyer S.A.（foyer 公司） 纠错

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

Comments This paper has been accepted as a conference paper in the Industry Track of the 63rd Annual Meeting of the Association for Computational Linguistics (ACL)

Context-Aware Scientific Knowledge Extraction on Linked Open Data using Large Language Models

Sajratul Y. Rubaiat, Hasan M. Jamil

机构 * Department of Computer Science, University of Idaho（计算机科学系，爱达荷大学） 纠错

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

From Theory to Practice: Real-World Use Cases on Trustworthy LLM-Driven Process Modeling, Prediction and Automation

Peter Pfeiffer, Alexander Rombach, Maxim Majlatow, Nijat Mehdiyev

机构 * German Research Center for Artificial Intelligence (DFKI) and Saarland University（德国人工智能研究中心（DFKI）和萨尔兰州大学） 纠错

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

Comments Accepted to the Next Gen Data and Process Management: Large Language Models and Beyond workshop at SIGMOD 2025

Large Language Model Driven Recommendation

Anton Korikov, Scott Sanner, Yashar Deldjoo, Zhankui He, Julian McAuley, Arnau Ramisa, Rene Vidal, Mahesh Sathiamoorthy, Atoosa Kasrizadeh, Silvia Milano, Francesco Ricci

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

Unchecked and Overlooked: Addressing the Checkbox Blind Spot in Large Language Models with CheckboxQA

Michał Turski, Mateusz Chiliński, Łukasz Borchmann

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

A Large-Scale Simulation on Large Language Models for Decision-Making in Political Science

Chenxiao Yu, Jinyi Ye, Yuangang Li, Zheng Li, Emilio Ferrara, Xiyang Hu, Yue Zhao

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

Comments arXiv admin note: substantial text overlap with arXiv:2411.03321 This version adds a new model to our experimental setup, modifies the paper's main discussion, and updates the authorship list

Adapting Large Language Models for Multi-Domain Retrieval-Augmented-Generation

Alexandre Misrahi, Nadezhda Chirkova, Maxime Louis, Vassilina Nikoulina

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

Comments 25 pages, 8 figures, 21 tables

Generative Linguistics, Large Language Models, and the Social Nature of Scientific Success

Sophie Hao

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

Comments To appear in the Italian Journal of Linguistics. This is a response to Chesi (2024): arXiv:2412.12797

OpenReviewer: A Specialized Large Language Model for Generating Critical Scientific Paper Reviews

Maximilian Idahl, Zahra Ahmadi

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

Comments NAACL 2025 System Demonstrations Track (Camera-ready version) Demo: https://huggingface.co/spaces/maxidl/openreviewer Model: https://huggingface.co/maxidl/Llama-OpenReviewer-8B

Multimodal Programming in Computer Science with Interactive Assistance Powered by Large Language Model

Rajan Das Gupta, Md. Tanzib Hosain, M. F. Mridha, Salah Uddin Ahmed

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

Comments Accepted in Proceedings of the 27th International Conference on. Human-Computer Interaction, 2025

CogErgLLM: Exploring Large Language Model Systems Design Perspective Using Cognitive Ergonomics

Azmine Toushik Wasi, Mst Rafia Islam

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

Comments 10 Page, 3 Figures. Accepted in: (i) ICML'24: LLMs & Cognition Workshop (Non-archival; OpenReview: https://openreview.net/forum?id=63C9YSc77p) (ii) EMNLP'24 : NLP for Science Workshop (Archival; ACL Anthology: https://aclanthology.org/2024.nlp4science-1.22/)

Journal ref Proceedings of the 1st Workshop on NLP for Science (NLP4Science), EMNLP 2024

Evaluating Large Language Models for Causal Modeling

Houssam Razouk, Leonie Benischke, Georg Niess, Roman Kern

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

Comments 13 pages, 6 figutrd, 4 tabels

Matchmaker: Self-Improving Large Language Model Programs for Schema Matching

Nabeel Seedat, Mihaela van der Schaar

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

Comments Accepted to NeurIPS 2024, GenAI for Health Workshop and Table Representation Learning Workshop

Accelerating Clinical Evidence Synthesis with Large Language Models

Zifeng Wang, Lang Cao, Benjamin Danek, Qiao Jin, Zhiyong Lu, Jimeng Sun

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

CYBERSECEVAL 3: Advancing the Evaluation of Cybersecurity Risks and Capabilities in Large Language Models

Shengye Wan, Cyrus Nikolaidis, Daniel Song, David Molnar, James Crnkovich, Jayson Grace, Manish Bhatt, Sahana Chennabasappa, Spencer Whitman, Stephanie Ding, Vlad Ionescu, Yue Li, Joshua Saxe

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

Large Language Model-based Role-Playing for Personalized Medical Jargon Extraction

Jung Hoon Lim, Sunjae Kwon, Zonghai Yao, John P. Lalor, Hong Yu

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

Comments 17 pages, 3 figures, 3 tables

Label Alignment and Reassignment with Generalist Large Language Model for Enhanced Cross-Domain Named Entity Recognition

Ke Bao, Chonghuan Yang

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

Comments 9 pages, 4 figures

Large Language Models as Evaluators for Recommendation Explanations

Xiaoyu Zhang, Yishan Li, Jiayin Wang, Bowen Sun, Weizhi Ma, Peijie Sun, Min Zhang

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

STYLE: Improving Domain Transferability of Asking Clarification Questions in Large Language Model Powered Conversational Agents

Yue Chen, Chen Huang, Yang Deng, Wenqiang Lei, Dingnan Jin, Jia Liu, Tat-Seng Chua

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

Comments Accepted to Findings of ACL 2024. Camera Ready

Tool Calling: Enhancing Medication Consultation via Retrieval-Augmented Large Language Models

Zhongzhen Huang, Kui Xue, Yongqi Fan, Linjie Mu, Ruoyu Liu, Tong Ruan, Shaoting Zhang, Xiaofan Zhang

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

WangLab at MEDIQA-M3G 2024: Multimodal Medical Answer Generation using Large Language Models

Ronald Xie, Steven Palayew, Augustin Toma, Gary Bader, Bo Wang

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

RecMind: Large Language Model Powered Agent For Recommendation

Yancheng Wang, Ziyan Jiang, Zheng Chen, Fan Yang, Yingxue Zhou, Eunah Cho, Xing Fan, Xiaojiang Huang, Yanbin Lu, Yingzhen Yang

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

Comments Accepted by NAACL 2024 (Findings)

14 Examples of How LLMs Can Transform Materials Science and Chemistry: A Reflection on a Large Language Model Hackathon

Kevin Maik Jablonka, Qianxiang Ai, Alexander Al-Feghali, Shruti Badhwar, Joshua D. Bocarsly, Andres M Bran, Stefan Bringuier, L. Catherine Brinson, Kamal Choudhary, Defne Circi, Sam Cox, Wibe A. de Jong, Matthew L. Evans, Nicolas Gastellu, Jerome Genzling, María Victoria Gil, Ankur K. Gupta, Zhi Hong, Alishba Imran, Sabine Kruschwitz, Anne Labarre, Jakub Lála, Tao Liu, Steven Ma, Sauradeep Majumdar, Garrett W. Merz, Nicolas Moitessier, Elias Moubarak, Beatriz Mouriño, Brenden Pelkie, Michael Pieler, Mayk Caldas Ramos, Bojana Ranković, Samuel G. Rodriques, Jacob N. Sanders, Philippe Schwaller, Marcus Schwarting, Jiale Shi, Berend Smit, Ben E. Smith, Joren Van Herck, Christoph Völker, Logan Ward, Sean Warren, Benjamin Weiser, Sylvester Zhang, Xiaoqi Zhang, Ghezal Ahmad Zia, Aristana Scourtas, KJ Schmidt, Ian Foster, Andrew D. White, Ben Blaiszik

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

Tree of Clarifications: Answering Ambiguous Questions with Retrieval-Augmented Large Language Models

Gangwoo Kim, Sungdong Kim, Byeongguk Jeon, Joonsuk Park, Jaewoo Kang

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

Comments Accepted to EMNLP 2023

DARWIN Series: Domain Specific Large Language Models for Natural Science

Tong Xie, Yuwei Wan, Wei Huang, Zhenyu Yin, Yixuan Liu, Shaozhou Wang, Qingyuan Linghu, Chunyu Kit, Clara Grazian, Wenjie Zhang, Imran Razzak, Bram Hoex

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

Pre-Trained Large Language Models for Industrial Control

Lei Song, Chuheng Zhang, Li Zhao, Jiang Bian

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

Supply chain emission estimation using large language models

Ayush Jain, Manikandan Padmanaban, Jagabondhu Hazra, Shantanu Godbole, Kommy Weldemariam

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

Performance of ChatGPT on USMLE: Unlocking the Potential of Large Language Models for AI-Assisted Medical Education

Prabin Sharma, Kisan Thapa, Dikshya Thapa, Prastab Dhakal, Mala Deep Upadhaya, Santosh Adhikari, Salik Ram Khanal

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

Comments 12 pages, 4 Figues, 4 tables

The Potential and Pitfalls of using a Large Language Model such as ChatGPT or GPT-4 as a Clinical Assistant

Jingqing Zhang, Kai Sun, Akshay Jagadeesh, Mahta Ghahfarokhi, Deepa Gupta, Ashok Gupta, Vibhor Gupta, Yike Guo

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

Comments This manuscript is pre-print and in peer review. Supplementary materials will be published later

What do Large Language Models Learn about Scripts?

Abhilasha Sancheti, Rachel Rudinger

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

Comments 12 pages, 3 figures, 10 tables (including appendix), preprint