语言大模型 / LLM

HybriDNA: A Hybrid Transformer-Mamba2 Long-Range DNA Language Model

Mingqian Ma, Guoqing Liu, Chuan Cao, Pan Deng, Tri Dao, Albert Gu, Peiran Jin, Zhao Yang, Yingce Xia, Renqian Luo, Pipi Hu, Zun Wang, Yuan-Jyue Chen, Haiguang Liu, Tao Qin

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

Comments Project page: https://hybridna-project.github.io/HybriDNA-Project/

Contrastive Language Prompting to Ease False Positives in Medical Anomaly Detection

YeongHyeon Park, Myung Jin Kim, Hyeong Seok Kim

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

Comments 4 pages, 3 figures, 2 tables

The Science of Evaluating Foundation Models

Jiayi Yuan, Jiamu Zhang, Andrew Wen, Xia Hu

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

Multi-Agent Simulator Drives Language Models for Legal Intensive Interaction

Shengbin Yue, Ting Huang, Zheng Jia, Siyuan Wang, Shujun Liu, Yun Song, Xuanjing Huang, Zhongyu Wei

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 by NAACL 2025

Controlled LLM Decoding via Discrete Auto-regressive Biasing

Patrick Pynadath, Ruqi Zhang

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

A comparison of data filtering techniques for English-Polish LLM-based machine translation in the biomedical domain

Jorge del Pozo Lérida, Kamil Kojs, János Máté, Mikołaj Antoni Barański, Christian Hardmeier

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

MEDSAGE: Enhancing Robustness of Medical Dialogue Summarization to ASR Errors with LLM-generated Synthetic Dialogues

Kuluhan Binici, Abhinav Ramesh Kashyap, Viktor Schlegel, Andy T. Liu, Vijay Prakash Dwivedi, Thanh-Tung Nguyen, Xiaoxue Gao, Nancy F. Chen, Stefan Winkler

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 the Thirty-Ninth AAAI Conference on Artificial Intelligence (AAAI-25)

Resource-Aware Arabic LLM Creation: Model Adaptation, Integration, and Multi-Domain Testing

Prakash Aryan

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

TelcoLM: collecting data, adapting, and benchmarking language models for the telecommunication domain

Camille Barboule, Viet-Phi Huynh, Adrien Bufort, Yoan Chabot, Géraldine Damnati, Gwénolé Lecorvé

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

Comments 30 pages (main: 13 pages, appendices: 17 pages), 1 figure, 22 tables, achieved March 2024, released December 2024

Hybrid RAG-empowered Multi-modal LLM for Secure Data Management in Internet of Medical Things: A Diffusion-based Contract Approach

Cheng Su, Jinbo Wen, Jiawen Kang, Yonghua Wang, Yuanjia Su, Hudan Pan, Zishao Zhong, M. Shamim Hossain

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 13 pages, 7 figures

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