语言大模型 / LLM

Syntactic and Semantic Control of Large Language Models via Sequential Monte Carlo

João Loula, Benjamin LeBrun, Li Du, Ben Lipkin, Clemente Pasti, Gabriel Grand, Tianyu Liu, Yahya Emara, Marjorie Freedman, Jason Eisner, Ryan Cotterell, Vikash Mansinghka, Alexander K. Lew, Tim Vieira, Timothy J. O'Donnell

机构 * MIT（麻省理工学院） ； ETH Zürich（苏黎世联邦理工学院） ； McGill（麦吉尔大学） ； Canada CIFAR AI Chair（加拿大 CIFAR 人工智能主席） ； Mila（蒙特利尔人工智能研究院） ； Johns Hopkins（约翰霍普金斯大学） ； Yale（耶鲁大学） ； ISI（信息科学研究所） 纠错

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

Comments 34 pages, 4 figures

Mamba as a Bridge: Where Vision Foundation Models Meet Vision Language Models for Domain-Generalized Semantic Segmentation

Xin Zhang, Robby T. Tan

专题命中 领域大模型 ：language model(title,abstract)；foundation model(title,abstract)

Comments Accepted to CVPR 2025 (Highlight)

Large language models in finance : what is financial sentiment?

Kemal Kirtac, Guido Germano

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

Comments There are two different articles with the same content and different names (see arXiv:2412.19245)

TaMPERing with Large Language Models: A Field Guide for using Generative AI in Public Administration Research

Michael Overton, Barrie Robison, Lucas Sheneman

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

Comments 23 Pages, 8 Tables

Bridging the Early Science Gap with Artificial Intelligence: Evaluating Large Language Models as Tools for Early Childhood Science Education

Annika Bush, Amin Alibakhshi

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

Comments CHI 2025 Late Breaking Work

Journal ref Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, 2025, Yokohama, Japan. ACM, New York, NY, USA, 6 pages

Can Large Language Models Grasp Concepts in Visual Content? A Case Study on YouTube Shorts about Depression

Jiaying "Lizzy" Liu, Yiheng Su, Praneel Seth

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

Comments 11 pages

Journal ref CHI Conference on Human Factors in Computing Systems (CHI EA 2025)

Patient-Level Anatomy Meets Scanning-Level Physics: Personalized Federated Low-Dose CT Denoising Empowered by Large Language Model

Ziyuan Yang, Yingyu Chen, Zhiwen Wang, Hongming Shan, Yang Chen, Yi Zhang

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

Comments Accepted by CVPR 2025

How Scientists Use Large Language Models to Program

Gabrielle O'Brien

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

Comments Accepted to CHI 2025

Programmers Aren't Obsolete Yet: A Syllabus for Teaching CS Students to Responsibly Use Large Language Models for Code Generation

Bruno Pereira Cipriano, Lúcio Studer Ferreira

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

Comments This is the author's version of the work. It is posted here for your personal use. Not for redistribution

Large Language Models for Education: ChemTAsk -- An Open-Source Paradigm for Automated Q&A in the Graduate Classroom

Ryann M. Perez, Marie Shimogawa, Yanan Chang, Hoang Anh T. Phan, Jason G. Marmorstein, Evan S. K. Yanagawa, E. James Petersson

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

Comments 38 pages, 3 figures, 1 table

Large language models in climate and sustainability policy: limits and opportunities

Francesca Larosa, Sergio Hoyas, H. Alberto Conejero, Javier Garcia-Martinez, Francesco Fuso Nerini, Ricardo Vinuesa

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

Comments 15 pages; 4 figures

Can Multimodal Large Language Models be Guided to Improve Industrial Anomaly Detection?

Zhiling Chen, Hanning Chen, Mohsen Imani, Farhad Imani

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

Comments 16 pages, 11 figures

Interpretable Face Anti-Spoofing: Enhancing Generalization with Multimodal Large Language Models

Guosheng Zhang, Keyao Wang, Haixiao Yue, Ajian Liu, Gang Zhang, Kun Yao, Errui Ding, Jingdong Wang

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

Comments Accepted to AAAI2025(Oral)

On Explaining Recommendations with Large Language Models: A Review

Alan Said

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

Position: Open and Closed Large Language Models in Healthcare

Jiawei Xu, Ying Ding, Yi Bu

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

Comments Accepted by GenAI for Health Workshop @ NeurIPS 2024, Vancouver

The Application of Large Language Models in Recommendation Systems

Peiyang Yu, Zeqiu Xu, Jiani Wang, Xiaochuan Xu

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

Large Language Models: New Opportunities for Access to Science

Jutta Schnabel

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

Comments conference proceeding to ADASS XXXIV 2024

A large language model-based approach to quantifying the effects of social determinants in liver transplant decisions

Emily Robitschek, Asal Bastani, Kathryn Horwath, Savyon Sordean, Mark J. Pletcher, Jennifer C. Lai, Sergio Galletta, Elliott Ash, Jin Ge, Irene Y. Chen

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

Comments Spotlight Paper, ML4H 2024; Leonidas H. Berry Health Equity Research Award, ACG 2024; Plenary Presentation, AASLD 2024

Vision-Driven Prompt Optimization for Large Language Models in Multimodal Generative Tasks

Leo Franklin, Apiradee Boonmee, Kritsada Wongsuwan

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

Cross-Domain Recommendation Meets Large Language Models

Ajay Krishna Vajjala, Dipak Meher, Ziwei Zhu, David S. Rosenblum

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

Comments 12 pages

Performance of Large Language Models in Technical MRI Question Answering: A Comparative Study

Alan B McMillan

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

Large language models for mental health

Andreas Triantafyllopoulos, Yannik Terhorst, Iosif Tsangko, Florian B. Pokorny, Katrin D. Bartl-Pokorny, Lennart Seizer, Ayal Klein, Jenny Chim, Dana Atzil-Slonim, Maria Liakata, Markus Bühner, Johanna Löchner, Björn Schuller

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

Explainable Search and Discovery of Visual Cultural Heritage Collections with Multimodal Large Language Models

Taylor Arnold, Lauren Tilton

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

Comments 16 pages, CHR 2024: Computational Humanities Research Conference, December 4 - 6, 2024, Aarhus University, Denmark

Risk or Chance? Large Language Models and Reproducibility in HCI Research

Thomas Kosch, Sebastian Feger

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

Comments Published in ACM Interactions

Large Language Model-Driven Cross-Domain Orchestration Using Multi-Agent Workflow

Xiaonan Xu, Haoshuo Chen, Jesse E. Simsarian, Roland Ryf, Nicolas K. Fontaine, Mikael Mazur, Lauren Dallachiesa, David T. Neilson

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

Developing an Interactive OpenMP Programming Book with Large Language Models

Xinyao Yi, Anjia Wang, Yonghong Yan, Chunhua Liao

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

Advancing Global South University Education with Large Language Models

Kemas Muslim L, Toru Ishida, Aditya Firman Ihsan, Rikman Aherliwan Rudawan

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

Automatic Instantiation of Assurance Cases from Patterns Using Large Language Models

Oluwafemi Odu, Alvine B. Belle, Song Wang, Segla Kpodjedo, Timothy C. Lethbridge, Hadi Hemmati

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

Large Language Model-Enhanced Interactive Agent for Public Education on Newborn Auricular Deformities

Shuyue Wang, Liujie Ren, Tianyao Zhou, Lili Chen, Tianyu Zhang, Yaoyao Fu, Shuo Wang

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

Understanding the concerns and choices of public when using large language models for healthcare

Yunpeng Xiao, Kyrie Zhixuan Zhou, Yueqing Liang, Kai Shu

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

Comments 22 pages