语言大模型 / LLM

HALO: Hallucination Analysis and Learning Optimization to Empower LLMs with Retrieval-Augmented Context for Guided Clinical Decision Making

Sumera Anjum, Hanzhi Zhang, Wenjun Zhou, Eun Jin Paek, Xiaopeng Zhao, Yunhe Feng

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

Comments 10 pages, 4 figures

KnowledgeHub: An end-to-end Tool for Assisted Scientific Discovery

Shinnosuke Tanaka, James Barry, Vishnudev Kuruvanthodi, Movina Moses, Maxwell J. Giammona, Nathan Herr, Mohab Elkaref, Geeth De Mel

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

Domain-Specific Improvement on Psychotherapy Chatbot Using Assistant

Cheng Kang, Daniel Novak, Katerina Urbanova, Yuqing Cheng, Yong Hu

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 ICASSP 2024 EIHRC Workshop

ML-EAT: A Multilevel Embedding Association Test for Interpretable and Transparent Social Science

Robert Wolfe, Alexis Hiniker, Bill Howe

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

Comments Accepted at Artificial Intelligence, Ethics, and Society 2024

From Complexity to Clarity: How AI Enhances Perceptions of Scientists and the Public's Understanding of Science

David M. Markowitz

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

Comments 17 pages

Time Series Analysis for Education: Methods, Applications, and Future Directions

Shengzhong Mao, Chaoli Zhang, Yichi Song, Jindong Wang, Xiao-Jun Zeng, Zenglin Xu, Qingsong Wen

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

Comments 24 pages, 3 figures, 6 tables, project page: see https://github.com/ai-for-edu/time-series-analysis-for-education

Fine-Grained Image-Text Alignment in Medical Imaging Enables Explainable Cyclic Image-Report Generation

Wenting Chen, Linlin Shen, Jingyang Lin, Jiebo Luo, Xiang Li, Yixuan Yuan

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

Comments Accepted by ACL 2024

Journal ref https://aclanthology.org/2024.acl-long.514/

It Ain't That Bad: Understanding the Mysterious Performance Drop in OOD Generalization for Generative Transformer Models

Xingcheng Xu, Zihao Pan, Haipeng Zhang, Yanqing Yang

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

Comments Proceedings of the 33rd International Joint Conference on Artificial Intelligence (IJCAI-24)

Journal ref Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

AI-as-exploration: Navigating intelligence space

Dimitri Coelho Mollo

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

A Semantic Space is Worth 256 Language Descriptions: Make Stronger Segmentation Models with Descriptive Properties

Junfei Xiao, Ziqi Zhou, Wenxuan Li, Shiyi Lan, Jieru Mei, Zhiding Yu, Alan Yuille, Yuyin Zhou, Cihang Xie

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

Comments Accepted to ECCV 2024. Code is available at https://github.com/lambert-x/ProLab

Med42-v2: A Suite of Clinical LLMs

Clément Christophe, Praveen K Kanithi, Tathagata Raha, Shadab Khan, Marco AF Pimentel

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

Knowledge AI: Fine-tuning NLP Models for Facilitating Scientific Knowledge Extraction and Understanding

Balaji Muralidharan, Hayden Beadles, Reza Marzban, Kalyan Sashank Mupparaju

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

Comments 11 pages

Psychological Profiling in Cybersecurity: A Look at LLMs and Psycholinguistic Features

Jean Marie Tshimula, D'Jeff K. Nkashama, Jean Tshibangu Muabila, René Manassé Galekwa, Hugues Kanda, Maximilien V. Dialufuma, Mbuyi Mukendi Didier, Kalonji Kalala, Serge Mundele, Patience Kinshie Lenye, Tighana Wenge Basele, Aristarque Ilunga, Christian N. Mayemba, Nathanaël M. Kasoro, Selain K. Kasereka, Hardy Mikese, Pierre-Martin Tardif, Marc Frappier, Froduald Kabanza, Belkacem Chikhaoui, Shengrui Wang, Ali Mulenda Sumbu, Xavier Ndona, Raoul Kienge-Kienge Intudi

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

Deep Learning for Cross-Domain Data Fusion in Urban Computing: Taxonomy, Advances, and Outlook

Xingchen Zou, Yibo Yan, Xixuan Hao, Yuehong Hu, Haomin Wen, Erdong Liu, Junbo Zhang, Yong Li, Tianrui Li, Yu Zheng, Yuxuan Liang

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

Journal ref Inform.Fusion.113(2025)102606

Building a Domain-specific Guardrail Model in Production

Mohammad Niknazar, Paul V Haley, Latha Ramanan, Sang T. Truong, Yedendra Shrinivasan, Ayan Kumar Bhowmick, Prasenjit Dey, Ashish Jagmohan, Hema Maheshwari, Shom Ponoth, Robert Smith, Aditya Vempaty, Nick Haber, Sanmi Koyejo, Sharad Sundararajan

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

Prompt2DeModel: Declarative Neuro-Symbolic Modeling with Natural Language

Hossein Rajaby Faghihi, Aliakbar Nafar, Andrzej Uszok, Hamid Karimian, Parisa Kordjamshidi

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

Comments Accepted in NeSy 2024 Conference

GigaPevt: Multimodal Medical Assistant

Pavel Blinov, Konstantin Egorov, Ivan Sviridov, Nikolay Ivanov, Stepan Botman, Evgeniy Tagin, Stepan Kudin, Galina Zubkova, Andrey Savchenko

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

Comments IJCAI 2024, 4 pages, 2 figures, 2 tables

Journal ref Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence (IJCAI) Demo Track, 2024, pp. 8614-8618

LLMs-in-the-loop Part-1: Expert Small AI Models for Bio-Medical Text Translation

Bunyamin Keles, Murat Gunay, Serdar I. Caglar

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

Comments 14 pages, 2 figures, 9 tables

A Unified Industrial Large Knowledge Model Framework in Industry 4.0 and Smart Manufacturing

Jay Lee, Hanqi Su

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

Comments The paper submitted to the International Journal of AI for Materials and Design (IJAMD) has been accepted and is now available online

Towards Transfer Unlearning: Empirical Evidence of Cross-Domain Bias Mitigation

Huimin Lu, Masaru Isonuma, Junichiro Mori, Ichiro Sakata

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

GPT Models in Construction Industry: Opportunities, Limitations, and a Use Case Validation

Abdullahi Saka, Ridwan Taiwo, Nurudeen Saka, Babatunde Salami, Saheed Ajayi, Kabiru Akande, Hadi Kazemi

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

Comments 58 pages, 20 figures

Journal ref Developments in the Built Environment Volume 17 , March 2024, 100300

ESQA: Event Sequences Question Answering

Irina Abdullaeva, Andrei Filatov, Mikhail Orlov, Ivan Karpukhin, Viacheslav Vasilev, Denis Dimitrov, Andrey Kuznetsov, Ivan Kireev, Andrey Savchenko

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

Comments 25 pages, 3 figures

Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows?

Ruisheng Cao, Fangyu Lei, Haoyuan Wu, Jixuan Chen, Yeqiao Fu, Hongcheng Gao, Xinzhuang Xiong, Hanchong Zhang, Yuchen Mao, Wenjing Hu, Tianbao Xie, Hongshen Xu, Danyang Zhang, Sida Wang, Ruoxi Sun, Pengcheng Yin, Caiming Xiong, Ansong Ni, Qian Liu, Victor Zhong, Lu Chen, Kai Yu, Tao Yu

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

Comments 34 pages, 14 figures, 10 tables

Unifying Sequences, Structures, and Descriptions for Any-to-Any Protein Generation with the Large Multimodal Model HelixProtX

Zhiyuan Chen, Tianhao Chen, Chenggang Xie, Yang Xue, Xiaonan Zhang, Jingbo Zhou, Xiaomin Fang

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

AnyTaskTune: Advanced Domain-Specific Solutions through Task-Fine-Tuning

Jiaxi Cui, Wentao Zhang, Jing Tang, Xudong Tong, Zhenwei Zhang, Amie, Jing Wen, Rongsheng Wang, Pengfei Wu

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

Testing AI on language comprehension tasks reveals insensitivity to underlying meaning

Vittoria Dentella, Fritz Guenther, Elliot Murphy, Gary Marcus, Evelina Leivada

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

Comments 18 pages, 4 figures, 1 table

Reshaping Free-Text Radiology Notes Into Structured Reports With Generative Transformers

Laura Bergomi, Tommaso M. Buonocore, Paolo Antonazzo, Lorenzo Alberghi, Riccardo Bellazzi, Lorenzo Preda, Chandra Bortolotto, Enea Parimbelli

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

Journal ref Artificial Intelligence in Medicine, Volume 154, 2024

Do Physicians Know How to Prompt? The Need for Automatic Prompt Optimization Help in Clinical Note Generation

Zonghai Yao, Ahmed Jaafar, Beining Wang, Zhichao Yang, Hong Yu

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

Comments To appear in BioNLP 2024

Talking to Machines: do you read me?

Lina M. Rojas-Barahona

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

Comments French Doctoral Habilitation HDR manuscript: https://hal.science/tel-04620199

MeMemo: On-device Retrieval Augmentation for Private and Personalized Text Generation

Zijie J. Wang, Duen Horng Chau

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

Comments Accepted to SIGIR 2024. 6 pages, 2 figures. For a live demo, visit https://poloclub.github.io/mememo/. Code is open-source at https://github.com/poloclub/mememo