语言大模型 / LLM

Is Your Paper Being Reviewed by an LLM? Investigating AI Text Detectability in Peer Review

Sungduk Yu, Man Luo, Avinash Madasu, Vasudev Lal, Phillip Howard

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

Mixing It Up: The Cocktail Effect of Multi-Task Fine-Tuning on LLM Performance -- A Case Study in Finance

Meni Brief, Oded Ovadia, Gil Shenderovitz, Noga Ben Yoash, Rachel Lemberg, Eitam Sheetrit

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

Empowering ChatGPT-Like Large-Scale Language Models with Local Knowledge Base for Industrial Prognostics and Health Management

Huan Wang, Yan-Fu Li, Min Xie

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

Modulating Language Model Experiences through Frictions

Katherine M. Collins, Valerie Chen, Ilia Sucholutsky, Hannah Rose Kirk, Malak Sadek, Holli Sargeant, Ameet Talwalkar, Adrian Weller, Umang Bhatt

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

Comments NeurIPS Workshop on Behavioral ML; non-archival

Conformal Alignment: Knowing When to Trust Foundation Models with Guarantees

Yu Gui, Ying Jin, Zhimei Ren

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

Empowering Cognitive Digital Twins with Generative Foundation Models: Developing a Low-Carbon Integrated Freight Transportation System

Xueping Li, Haowen Xu, Jose Tupayachi, Olufemi Omitaomu, Xudong Wang

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

HLM-Cite: Hybrid Language Model Workflow for Text-based Scientific Citation Prediction

Qianyue Hao, Jingyang Fan, Fengli Xu, Jian Yuan, Yong Li

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

Comments NeurIPS 2024 paper

Suicide Phenotyping from Clinical Notes in Safety-Net Psychiatric Hospital Using Multi-Label Classification with Pre-Trained Language Models

Zehan Li, Yan Hu, Scott Lane, Salih Selek, Lokesh Shahani, Rodrigo Machado-Vieira, Jair Soares, Hua Xu, Hongfang Liu, Ming Huang

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

Comments submitted to AMIA Informatics Summit 2025 as a conference paper

The Role of Language Models in Modern Healthcare: A Comprehensive Review

Amna Khalid, Ayma Khalid, Umar Khalid

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

DSG-KD: Knowledge Distillation from Domain-Specific to General Language Models

Sangyeon Cho, Jangyeong Jeon, Dongjoon Lee, Changhee Lee, Junyeong Kim

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

Comments IEEE ACCESS 2024

MonoCoder: Domain-Specific Code Language Model for HPC Codes and Tasks

Tal Kadosh, Niranjan Hasabnis, Vy A. Vo, Nadav Schneider, Neva Krien, Mihai Capota, Abdul Wasay, Nesreen Ahmed, Ted Willke, Guy Tamir, Yuval Pinter, Timothy Mattson, Gal Oren

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

MedSyn: LLM-based Synthetic Medical Text Generation Framework

Gleb Kumichev, Pavel Blinov, Yulia Kuzkina, Vasily Goncharov, Galina Zubkova, Nikolai Zenovkin, Aleksei Goncharov, Andrey Savchenko

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

Comments 16 pages, accepted to ECML PKDD 2024

Generalizing Fairness to Generative Language Models via Reformulation of Non-discrimination Criteria

Sara Sterlie, Nina Weng, Aasa Feragen

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

G-SciEdBERT: A Contextualized LLM for Science Assessment Tasks in German

Ehsan Latif, Gyeong-Geon Lee, Knut Neumann, Tamara Kastorff, Xiaoming Zhai

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

Comments Accepted by EDM and Submitted to JEDM

Evaluating the Impact of Advanced LLM Techniques on AI-Lecture Tutors for a Robotics Course

Sebastian Kahl, Felix Löffler, Martin Maciol, Fabian Ridder, Marius Schmitz, Jennifer Spanagel, Jens Wienkamp, Christopher Burgahn, Malte Schilling

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

Comments The article is an extended version of a paper presented at the International Workshop on AI in Education and Educational Research (AIEER) at ECAI-2024 (27th European Conference on Artificial Intelligence)

Language Model Can Listen While Speaking

Ziyang Ma, Yakun Song, Chenpeng Du, Jian Cong, Zhuo Chen, Yuping Wang, Yuxuan Wang, Xie Chen

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

Comments Demo can be found at https://ddlbojack.github.io/LSLM

Retrieval-Augmented and Knowledge-Grounded Language Models for Faithful Clinical Medicine

Fenglin Liu, Bang Yang, Chenyu You, Xian Wu, Shen Ge, Zhangdaihong Liu, Xu Sun, Yang Yang, David A. Clifton

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

Cephalo: Multi-Modal Vision-Language Models for Bio-Inspired Materials Analysis and Design

Markus J. Buehler

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

Towards Natural Language-Driven Assembly Using Foundation Models

Omkar Joglekar, Tal Lancewicki, Shir Kozlovsky, Vladimir Tchuiev, Zohar Feldman, Dotan Di Castro

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

Automated Statistical Model Discovery with Language Models

Michael Y. Li, Emily B. Fox, Noah D. Goodman

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

Comments ICML 2024

Infusing clinical knowledge into tokenisers for language models

Abul Hasan, Jinge Wu, Quang Ngoc Nguyen, Salomé Andres, Imane Guellil, Huayu Zhang, Arlene Casey, Beatrice Alex, Bruce Guthrie, Honghan Wu

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

Comments 18 pages, 6 figures

Speech language models lack important brain-relevant semantics

Subba Reddy Oota, Emin Çelik, Fatma Deniz, Mariya Toneva

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

Comments 26 pages, 20 figures, The 62nd Annual Meeting of the Association for Computational Linguistics, Long paper - Main

Exploring In-Context Learning of Textless Speech Language Model for Speech Classification Tasks

Ming-Hao Hsu, Kai-Wei Chang, Shang-Wen Li, Hung-yi Lee

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

Comments Accepted to Interspeech 2024. The first two authors contributed equally, and their order is random

Comparative Analysis of Open-Source Language Models in Summarizing Medical Text Data

Yuhao Chen, Zhimu Wang, Bo Wen, Farhana Zulkernine

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

LLM and Simulation as Bilevel Optimizers: A New Paradigm to Advance Physical Scientific Discovery

Pingchuan Ma, Tsun-Hsuan Wang, Minghao Guo, Zhiqing Sun, Joshua B. Tenenbaum, Daniela Rus, Chuang Gan, Wojciech Matusik

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

Comments ICML 2024

ProteinEngine: Empower LLM with Domain Knowledge for Protein Engineering

Yiqing Shen, Outongyi Lv, Houying Zhu, Yu Guang Wang

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

ICE-SEARCH: A Language Model-Driven Feature Selection Approach

Tianze Yang, Tianyi Yang, Fuyuan Lyu, Shaoshan Liu, Xue, Liu

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

What is Sentiment Meant to Mean to Language Models?

Michael Burnham

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

Beyond Human Vision: The Role of Large Vision Language Models in Microscope Image Analysis

Prateek Verma, Minh-Hao Van, Xintao Wu

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

Assessing The Potential Of Mid-Sized Language Models For Clinical QA

Elliot Bolton, Betty Xiong, Vijaytha Muralidharan, Joel Schamroth, Vivek Muralidharan, Christopher D. Manning, Roxana Daneshjou

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

Comments 25 pages, 8 figures