语言大模型 / LLM

Multilevel Analysis of Cryptocurrency News using RAG Approach with Fine-Tuned Mistral Large Language Model

Bohdan M. Pavlyshenko

机构 * Ivan Franko National University of Lviv（弗拉基米尔·伊万诺维奇·帕瓦利申科国立大学） 纠错

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

Larger Is Not Always Better: Exploring Small Open-source Language Models in Logging Statement Generation

Renyi Zhong, Yichen Li, Guangba Yu, Wenwei Gu, Jinxi Kuang, Yintong Huo, Michael R. Lyu

专题命中 指令微调 ：language model(title,abstract)；LLM(abstract)；large language model(abstract)

RL's Razor: Why Online Reinforcement Learning Forgets Less

Idan Shenfeld, Jyothish Pari, Pulkit Agrawal

机构 * Improbable AI Lab, MIT（Improbable AI Lab 和 马萨诸塞理工学院） 纠错

专题命中 指令微调 ：large language model(abstract)；language model(abstract)；foundation model(abstract)；SFT(abstract)

Explicit Learning and the LLM in Machine Translation

Malik Marmonier, Rachel Bawden, Benoît Sagot

专题命中 指令微调 ：LLM(title,abstract)；分类 cs.CL

Psychologically Enhanced AI Agents

Maciej Besta, Shriram Chandran, Robert Gerstenberger, Mathis Lindner, Marcin Chrapek, Sebastian Hermann Martschat, Taraneh Ghandi, Patrick Iff, Hubert Niewiadomski, Piotr Nyczyk, Jürgen Müller, Torsten Hoefler

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

SelfAug: Mitigating Catastrophic Forgetting in Retrieval-Augmented Generation via Distribution Self-Alignment

Yuqing Huang, Rongyang Zhang, Qimeng Wang, Chengqiang Lu, Yan Gao, Yi Wu, Yao Hu, Xuyang Zhi, Guiquan Liu, Xin Li, Hao Wang, Enhong Chen

机构 * University of Science and Technology of China（中国科学技术大学） ； Xiaohongshu Inc.（小红书公司） 纠错

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

Attn-Adapter: Attention Is All You Need for Online Few-shot Learner of Vision-Language Model

Phuoc-Nguyen Bui, Khanh-Binh Nguyen, Hyunseung Choo

机构 * Sungkyunkwan University（顺天大学） ； Deakin University（德金大学） 纠错

专题命中 指令微调 ：language model(title,abstract)

Comments ICCV 2025 - LIMIT Workshop

Reg3D: Reconstructive Geometry Instruction Tuning for 3D Scene Understanding

Hongpei Zheng, Lintao Xiang, Qijun Yang, Qian Lin, Hujun Yin

机构 * Department of Electrical and Electronic Engineering, The University of Manchester（曼彻斯特大学电子与电气工程系） 纠错

专题命中 指令微调 ：instruction tuning(title,abstract)

Comments 16 pages, 6 figures

Enhancing Technical Documents Retrieval for RAG

Songjiang Lai, Tsun-Hin Cheung, Ka-Chun Fung, Kaiwen Xue, Kwan-Ho Lin, Yan-Ming Choi, Vincent Ng, Kin-Man Lam

专题命中 指令微调 ：large language model(abstract)；language model(abstract)；prompting(abstract)；分类 cs.AI

Two-Stage Quranic QA via Ensemble Retrieval and Instruction-Tuned Answer Extraction

Mohamed Basem, Islam Oshallah, Ali Hamdi, Khaled Shaban, Hozaifa Kassab

机构 * Dept. of Computer Science, MSA University（计算机科学系，MSA大学） ； Dept. of Computer Science, Qatar University（计算机科学系，卡塔尔大学） ； AiTech AU 纠错

专题命中 指令微调 ：large language model(abstract)；language model(abstract)；prompting(abstract)；分类 cs.CL

Comments 8 pages , 4 figures , Accepted in Aiccsa 2025 , https://conferences.sigappfr.org/aiccsa2025/