语言大模型 / LLM - arXivDaily 专题

2406.00770 2024-06-04 cs.CL cs.AI 88%

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

2405.06674 2024-05-14 cs.CL cs.AI 88%

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

2405.01577 2024-05-06 cs.CL cs.LG 88%

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

2405.00602 2024-05-02 cs.CL cs.LG 88%

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

2405.00201 2024-05-02 cs.CL cs.AI 88%

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

2404.13077 2024-04-23 cs.CL cs.LG 88%

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

2404.12274 2024-04-19 cs.CL cs.AI 88%

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

2404.02929 2024-04-15 cs.CL cs.AI 88%

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

2301.06627 2024-04-14 cs.CL cs.AI 88%

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

2404.06404 2024-04-10 cs.HC cs.AI cs.LG 88%

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

2403.08822 2024-03-15 cs.LG cs.CL 88%

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

2403.05789 2024-03-12 cs.CL cs.AI 88%

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

2403.02370 2024-03-06 cs.CL cs.AI 88%

adaptMLLM: Fine-Tuning Multilingual Language Models on Low-Resource Languages with Integrated LLM Playgrounds

Séamus Lankford, Haithem Afli, Andy Way

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

Journal ref Information 2023, 14(12), 638

2402.19371 2024-03-01 cs.CL cs.AI cs.IR 88%

OpenMedLM: Prompt engineering can out-perform fine-tuning in medical question-answering with open-source large language models

Jenish Maharjan, Anurag Garikipati, Navan Preet Singh, Leo Cyrus, Mayank Sharma, Madalina Ciobanu, Gina Barnes, Rahul Thapa, Qingqing Mao, Ritankar Das

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

2402.18157 2024-02-29 cs.AI cs.CL cs.CV 88%

From Summary to Action: Enhancing Large Language Models for Complex Tasks with Open World APIs

Yulong Liu, Yunlong Yuan, Chunwei Wang, Jianhua Han, Yongqiang Ma, Li Zhang, Nanning Zheng, Hang Xu

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

2401.13136 2024-01-25 cs.CL cs.AI 88%

The Language Barrier: Dissecting Safety Challenges of LLMs in Multilingual Contexts

Lingfeng Shen, Weiting Tan, Sihao Chen, Yunmo Chen, Jingyu Zhang, Haoran Xu, Boyuan Zheng, Philipp Koehn, Daniel Khashabi

专题命中指令微调：LLM(abstract)；large language model(abstract)；language model(abstract)；instruction tuning(abstract)

2401.12326 2024-01-24 cs.CL cs.AI 88%

Fine-tuning Large Language Models for Multigenerator, Multidomain, and Multilingual Machine-Generated Text Detection

Feng Xiong, Thanet Markchom, Ziwei Zheng, Subin Jung, Varun Ojha, Huizhi Liang

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

2401.05605 2024-01-12 cs.CL cs.LG 88%

Scaling Laws for Forgetting When Fine-Tuning Large Language Models

Damjan Kalajdzievski

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

2311.15786 2023-12-19 cs.CL cs.AI cs.HC 88%

YUAN 2.0: A Large Language Model with Localized Filtering-based Attention

Shaohua Wu, Xudong Zhao, Shenling Wang, Jiangang Luo, Lingjun Li, Xi Chen, Bing Zhao, Wei Wang, Tong Yu, Rongguo Zhang, Jiahua Zhang, Chao Wang

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

2310.04438 2023-11-29 cs.CL cs.AI 88%

A Brief History of Prompt: Leveraging Language Models. (Through Advanced Prompting)

Golam Md Muktadir

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

2310.06422 2023-11-28 cs.CL cs.AI 88%

Large Language Models for Propaganda Detection

Kilian Sprenkamp, Daniel Gordon Jones, Liudmila Zavolokina

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

2308.14306 2023-11-28 cs.CL cs.AI 88%

Evaluating the Robustness to Instructions of Large Language Models

Yuansheng Ni, Sichao Jiang, Xinyu wu, Hui Shen, Yuli Zhou

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

Comments There were major problems with the experimental data

2306.03081 2023-11-28 cs.AI cs.CL cs.PL stat.CO 88%

Sequential Monte Carlo Steering of Large Language Models using Probabilistic Programs

Alexander K. Lew, Tan Zhi-Xuan, Gabriel Grand, Vikash K. Mansinghka

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

Comments Minor typo fixes

2311.12833 2023-11-23 cs.DC cs.AI cs.CL 88%

HPC-GPT: Integrating Large Language Model for High-Performance Computing

Xianzhong Ding, Le Chen, Murali Emani, Chunhua Liao, Pei-Hung Lin, Tristan Vanderbruggen, Zhen Xie, Alberto E. Cerpa, Wan Du

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

Comments 9 pages

2311.09216 2023-11-16 cs.CL cs.AI 88%

Assessing Translation capabilities of Large Language Models involving English and Indian Languages

Vandan Mujadia, Ashok Urlana, Yash Bhaskar, Penumalla Aditya Pavani, Kukkapalli Shravya, Parameswari Krishnamurthy, Dipti Misra Sharma

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

2310.18025 2023-10-30 cs.CL cs.AI 88%

Large language models for aspect-based sentiment analysis

Paul F. Simmering, Paavo Huoviala

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

2310.14732 2023-10-24 cs.CL cs.AI 88%

Generating Prototypes for Contradiction Detection Using Large Language Models and Linguistic Rules

Maren Pielka, Svetlana Schmidt, Rafet Sifa

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

2305.16291 2023-10-20 cs.AI cs.LG 88%

Voyager: An Open-Ended Embodied Agent with Large Language Models

Guanzhi Wang, Yuqi Xie, Yunfan Jiang, Ajay Mandlekar, Chaowei Xiao, Yuke Zhu, Linxi Fan, Anima Anandkumar

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

Comments Project website and open-source codebase: https://voyager.minedojo.org/

2310.05178 2023-10-10 cs.SE cs.AI cs.CL 88%

Optimizing Large Language Models to Expedite the Development of Smart Contracts

Nii Osae Osae Dade, Margaret Lartey-Quaye, Emmanuel Teye-Kofi Odonkor, Paul Ammah

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

2307.06713 2023-10-09 cs.CL cs.LG 88%

Unsupervised Calibration through Prior Adaptation for Text Classification using Large Language Models

Lautaro Estienne, Luciana Ferrer, Matías Vera, Pablo Piantanida

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

Journal ref In Proceedings of the RANLP 2023 Student Research Workshop

1. 指令微调 11567 篇

Automatic Instruction Evolving for Large Language Models

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

HateTinyLLM : Hate Speech Detection Using Tiny Large Language Models

Investigating Automatic Scoring and Feedback using Large Language Models

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

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

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

Using Large Language Models to Understand Telecom Standards

Dissociating language and thought in large language models

Apprentices to Research Assistants: Advancing Research with Large Language Models

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

ItD: Large Language Models Can Teach Themselves Induction through Deduction

adaptMLLM: Fine-Tuning Multilingual Language Models on Low-Resource Languages with Integrated LLM Playgrounds

OpenMedLM: Prompt engineering can out-perform fine-tuning in medical question-answering with open-source large language models

From Summary to Action: Enhancing Large Language Models for Complex Tasks with Open World APIs

The Language Barrier: Dissecting Safety Challenges of LLMs in Multilingual Contexts

Fine-tuning Large Language Models for Multigenerator, Multidomain, and Multilingual Machine-Generated Text Detection

Scaling Laws for Forgetting When Fine-Tuning Large Language Models

YUAN 2.0: A Large Language Model with Localized Filtering-based Attention

A Brief History of Prompt: Leveraging Language Models. (Through Advanced Prompting)

Large Language Models for Propaganda Detection

Evaluating the Robustness to Instructions of Large Language Models

Sequential Monte Carlo Steering of Large Language Models using Probabilistic Programs

HPC-GPT: Integrating Large Language Model for High-Performance Computing

Assessing Translation capabilities of Large Language Models involving English and Indian Languages

Large language models for aspect-based sentiment analysis

Generating Prototypes for Contradiction Detection Using Large Language Models and Linguistic Rules

Voyager: An Open-Ended Embodied Agent with Large Language Models

Optimizing Large Language Models to Expedite the Development of Smart Contracts

Unsupervised Calibration through Prior Adaptation for Text Classification using Large Language Models