语言大模型 / LLM

A Role-specific Guided Large Language Model for Ophthalmic Consultation Based on Stylistic Differentiation

Laiyi Fu, Binbin Fan, Hongkai Du, Yanxiang Feng, Chunhua Li, Huping Song

专题命中 指令微调 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

CLEFT: Language-Image Contrastive Learning with Efficient Large Language Model and Prompt Fine-Tuning

Yuexi Du, Brian Chang, Nicha C. Dvornek

专题命中 指令微调 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.AI、cs.LG

Comments Accepted by MICCAI 2024

Dallah: A Dialect-Aware Multimodal Large Language Model for Arabic

Fakhraddin Alwajih, Gagan Bhatia, Muhammad Abdul-Mageed

专题命中 指令微调 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

AutoRE: Document-Level Relation Extraction with Large Language Models

Lilong Xue, Dan Zhang, Yuxiao Dong, Jie Tang

专题命中 指令微调 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Comments 10 pages, 4 figures

Leveraging Large Language Models to Geolocate Linguistic Variations in Social Media Posts

Davide Savarro, Davide Zago, Stefano Zoia

专题命中 指令微调 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

LLM4ED: Large Language Models for Automatic Equation Discovery

Mengge Du, Yuntian Chen, Zhongzheng Wang, Longfeng Nie, Dongxiao Zhang

专题命中 指令微调 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.AI、cs.LG

MixLoRA: Enhancing Large Language Models Fine-Tuning with LoRA-based Mixture of Experts

Dengchun Li, Yingzi Ma, Naizheng Wang, Zhengmao Ye, Zhiyuan Cheng, Yinghao Tang, Yan Zhang, Lei Duan, Jie Zuo, Cal Yang, Mingjie Tang

专题命中 指令微调 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Comments 18 pages, 5 figures

Empowering Few-Shot Relation Extraction with The Integration of Traditional RE Methods and Large Language Models

Ye Liu, Kai Zhang, Aoran Gan, Linan Yue, Feng Hu, Qi Liu, Enhong Chen

专题命中 指令微调 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Actionable Cyber Threat Intelligence using Knowledge Graphs and Large Language Models

Romy Fieblinger, Md Tanvirul Alam, Nidhi Rastogi

专题命中 指令微调 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Comments 6th Workshop on Attackers and Cyber-Crime Operations, 12 pages, 1 figure, 9 tables

CatMemo at the FinLLM Challenge Task: Fine-Tuning Large Language Models using Data Fusion in Financial Applications

Yupeng Cao, Zhiyuan Yao, Zhi Chen, Zhiyang Deng

专题命中 指令微调 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.AI、cs.LG

Interactive Evolution: A Neural-Symbolic Self-Training Framework For Large Language Models

Fangzhi Xu, Qiushi Sun, Kanzhi Cheng, Jun Liu, Yu Qiao, Zhiyong Wu

专题命中 指令微调 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Comments 18 pages, 6 figures

Phased Instruction Fine-Tuning for Large Language Models

Wei Pang, Chuan Zhou, Xiao-Hua Zhou, Xiaojie Wang

专题命中 指令微调 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Comments The final version, to be appear at ACL 2024 Findings

WirelessLLM: Empowering Large Language Models Towards Wireless Intelligence

Jiawei Shao, Jingwen Tong, Qiong Wu, Wei Guo, Zijian Li, Zehong Lin, Jun Zhang

专题命中 指令微调 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.AI、cs.LG

MLLMReID: Multimodal Large Language Model-based Person Re-identification

Shan Yang, Yongfei Zhang

专题命中 指令微调 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Revisiting Catastrophic Forgetting in Large Language Model Tuning

Hongyu Li, Liang Ding, Meng Fang, Dacheng Tao

专题命中 指令微调 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

GNNavi: Navigating the Information Flow in Large Language Models by Graph Neural Network

Shuzhou Yuan, Ercong Nie, Michael Färber, Helmut Schmid, Hinrich Schütze

专题命中 指令微调 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Comments ACL2024 Findings

Evaluating the Efficacy of Large Language Models in Identifying Phishing Attempts

Het Patel, Umair Rehman, Farkhund Iqbal

专题命中 指令微调 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Comments 7 pages, 3 figures

Lost in the Source Language: How Large Language Models Evaluate the Quality of Machine Translation

Xu Huang, Zhirui Zhang, Xiang Geng, Yichao Du, Jiajun Chen, Shujian Huang

专题命中 指令微调 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Comments Accepted by ACL2024 Findings

Automatic Instruction Evolving for Large Language Models

Weihao Zeng, Can Xu, Yingxiu Zhao, Jian-Guang Lou, Weizhu Chen

专题命中 指令微调 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Open-SQL Framework: Enhancing Text-to-SQL on Open-source Large Language Models

Xiaojun Chen, Tianle Wang, Tianhao Qiu, Jianbin Qin, Min Yang

专题命中 指令微调 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

HateTinyLLM : Hate Speech Detection Using Tiny Large Language Models

Tanmay Sen, Ansuman Das, Mrinmay Sen

专题命中 指令微调 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.LG

Investigating Automatic Scoring and Feedback using Large Language Models

Gloria Ashiya Katuka, Alexander Gain, Yen-Yun Yu

专题命中 指令微调 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.LG

SPAFIT: Stratified Progressive Adaptation Fine-tuning for Pre-trained Large Language Models

Samir Arora, Liangliang Wang

专题命中 指令微调 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Improving the Capabilities of Large Language Model Based Marketing Analytics Copilots With Semantic Search And Fine-Tuning

Yilin Gao, Sai Kumar Arava, Yancheng Li, James W. Snyder

专题命中 指令微调 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.LG

Comments 16 pages, 5 figures, presented at the 2nd International Conference on NLP & AI (NLPAI 2024)

Journal ref International Journal on Cybernetics & Informatics (IJCI), vol. 13, no. 2, pp. 15-31, Apr. 2024

Advancing the Robustness of Large Language Models through Self-Denoised Smoothing

Jiabao Ji, Bairu Hou, Zhen Zhang, Guanhua Zhang, Wenqi Fan, Qing Li, Yang Zhang, Gaowen Liu, Sijia Liu, Shiyu Chang

专题命中 指令微调 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Comments Accepted by NAACL 2024. Jiabao, Bairu, Zhen, Guanhua contributed equally. This is an updated version of the paper: arXiv:2307.07171

Using Large Language Models to Understand Telecom Standards

Athanasios Karapantelakis, Mukesh Thakur, Alexandros Nikou, Farnaz Moradi, Christian Orlog, Fitsum Gaim, Henrik Holm, Doumitrou Daniil Nimara, Vincent Huang

专题命中 指令微调 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Comments Accepted to ICMLCN 2024, Stockholm, May 2024. Updating typo in authors list

Dissociating language and thought in large language models

Kyle Mahowald, Anna A. Ivanova, Idan A. Blank, Nancy Kanwisher, Joshua B. Tenenbaum, Evelina Fedorenko

专题命中 指令微调 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Comments The two lead authors contributed equally to this work; published in "Trends in Cognnitive Sciences", March 2024

Apprentices to Research Assistants: Advancing Research with Large Language Models

M. Namvarpour, A. Razi

专题命中 指令微调 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.AI、cs.LG

LoRA-SP: Streamlined Partial Parameter Adaptation for Resource-Efficient Fine-Tuning of Large Language Models

Yichao Wu, Yafei Xiang, Shuning Huo, Yulu Gong, Penghao Liang

专题命中 指令微调 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.LG

ItD: Large Language Models Can Teach Themselves Induction through Deduction

Wangtao Sun, Haotian Xu, Xuanqing Yu, Pei Chen, Shizhu He, Jun Zhao, Kang Liu

专题命中 指令微调 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI