语言大模型 / LLM - arXivDaily 专题

2407.02586 2024-07-04 cs.CV 89%

Improving Visual Storytelling with Multimodal Large Language Models

Xiaochuan Lin, Xiangyong Chen

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

Comments 10 pages

2401.01218 2024-07-02 cs.CL cs.AI cs.LG 89%

Self-Supervised Position Debiasing for Large Language Models

Zhongkun Liu, Zheng Chen, Mengqi Zhang, Zhaochun Ren, Pengjie Ren, Zhumin Chen

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

Comments Accepted by ACL 2024 findings, this is the camera-ready version; 21 pages, 22 figures

2402.11253 2024-06-26 cs.LG cs.AI cs.CL 89%

Aligning Large Language Models by On-Policy Self-Judgment

Sangkyu Lee, Sungdong Kim, Ashkan Yousefpour, Minjoon Seo, Kang Min Yoo, Youngjae Yu

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

Comments Published as a main conference paper at ACL 2024

2403.09125 2024-06-24 eess.SY cs.SY 89%

Exploring the Capabilities and Limitations of Large Language Models in the Electric Energy Sector

Subir Majumder, Lin Dong, Fatemeh Doudi, Yuting Cai, Chao Tian, Dileep Kalathi, Kevin Ding, Anupam A. Thatte, Na Li, Le Xie

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

2402.00905 2024-06-18 cs.SE 89%

Fine-Tuning and Prompt Engineering for Large Language Models-based Code Review Automation

Chanathip Pornprasit, Chakkrit Tantithamthavorn

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

Comments 13 pages. Submit to IST journal

2307.08303 2024-06-18 cs.IR cs.AI cs.CL cs.LG 89%

Soft Prompt Tuning for Augmenting Dense Retrieval with Large Language Models

Zhiyuan Peng, Xuyang Wu, Qifan Wang, Yi Fang

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

Comments Under Reivew

2406.10056 2024-06-17 cs.SD eess.AS 89%

UniAudio 1.5: Large Language Model-driven Audio Codec is A Few-shot Audio Task Learner

Dongchao Yang, Haohan Guo, Yuanyuan Wang, Rongjie Huang, Xiang Li, Xu Tan, Xixin Wu, Helen Meng

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

2406.04593 2024-06-17 physics.chem-ph q-bio.BM 89%

SynAsk: Unleashing the Power of Large Language Models in Organic Synthesis

Chonghuan Zhang, Qianghua Lin, Biwei Zhu, Haopeng Yang, Xiao Lian, Hao Deng, Jiajun Zheng, Kuangbiao Liao

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

2406.04156 2024-06-07 cs.CL cs.AI cs.LG 89%

Pointer-Guided Pre-Training: Infusing Large Language Models with Paragraph-Level Contextual Awareness

Lars Hillebrand, Prabhupad Pradhan, Christian Bauckhage, 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、cs.LG

Comments 17 pages, 3 figures, 5 tables, accepted at ECML-PKDD 2024

2311.16720 2024-06-04 cs.IR 89%

A Two-Stage Adaptation of Large Language Models for Text Ranking

Longhui Zhang, Yanzhao Zhang, Dingkun Long, Pengjun Xie, Meishan Zhang, Min Zhang

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

Comments Accepted to Findings of ACL 2024. Code and models available at https://github.com/Alibaba-NLP/RankingGPT

2402.08219 2024-05-29 cs.CL cs.AI cs.LG 89%

BBox-Adapter: Lightweight Adapting for Black-Box Large Language Models

Haotian Sun, Yuchen Zhuang, Wei Wei, Chao Zhang, Bo Dai

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

Comments 25 pages, 10 figures

2405.15007 2024-05-27 cs.CL cs.AI cs.LG 89%

RE-Adapt: Reverse Engineered Adaptation of Large Language Models

William Fleshman, Benjamin Van Durme

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

2402.13823 2024-05-16 cs.SE 89%

Using Large Language Models for Natural Language Processing Tasks in Requirements Engineering: A Systematic Guideline

Andreas Vogelsang, Jannik Fischbach

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

2310.11451 2024-05-09 cs.CL cs.AI cs.LG 89%

Seeking Neural Nuggets: Knowledge Transfer in Large Language Models from a Parametric Perspective

Ming Zhong, Chenxin An, Weizhu Chen, Jiawei Han, Pengcheng He

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

Comments ICLR 2024

2404.04522 2024-04-15 cs.CL cs.AI cs.IR cs.LG 89%

Q-PEFT: Query-dependent Parameter Efficient Fine-tuning for Text Reranking with Large Language Models

Zhiyuan Peng, Xuyang Wu, Qifan Wang, Sravanthi Rajanala, Yi Fang

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

2310.08825 2024-03-11 cs.CV 89%

From CLIP to DINO: Visual Encoders Shout in Multi-modal Large Language Models

Dongsheng Jiang, Yuchen Liu, Songlin Liu, Jin'e Zhao, Hao Zhang, Zhen Gao, Xiaopeng Zhang, Jin Li, Hongkai Xiong

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

2309.12307 2024-03-11 cs.CL cs.AI cs.LG 89%

LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models

Yukang Chen, Shengju Qian, Haotian Tang, Xin Lai, Zhijian Liu, Song Han, Jiaya Jia

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

Comments Code, models, dataset, and demo are available at https://github.com/dvlab-research/LongLoRA

2402.11417 2024-02-20 cs.CL cs.AI cs.LG 89%

LoRETTA: Low-Rank Economic Tensor-Train Adaptation for Ultra-Low-Parameter Fine-Tuning of Large Language Models

Yifan Yang, Jiajun Zhou, Ngai Wong, Zheng Zhang

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

2402.09260 2024-02-15 cs.HC 89%

Evaluating the Experience of LGBTQ+ People Using Large Language Model Based Chatbots for Mental Health Support

Zilin Ma, Yiyang Mei, Yinru Long, Zhaoyuan Su, Krzysztof Z. Gajos

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

2402.00070 2024-02-02 cs.NE cs.AI cs.CL cs.LG 89%

EvoMerge: Neuroevolution for Large Language Models

Yushu Jiang

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

Comments The current submission is the first draft, published for the sole purpose of sharing an idea and encouraging community effort. A more consolidated version may come later

2401.17862 2024-02-01 cs.CV 89%

Proximity QA: Unleashing the Power of Multi-Modal Large Language Models for Spatial Proximity Analysis

Jianing Li, Xi Nan, Ming Lu, Li Du, Shanghang Zhang

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

Comments 15 pages,version 1

2309.00904 2024-01-03 cs.RO 89%

Developmental Scaffolding with Large Language Models

Batuhan Celik, Alper Ahmetoglu, Emre Ugur, Erhan Oztop

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

2309.10313 2023-12-06 cs.CL cs.AI cs.LG 89%

Investigating the Catastrophic Forgetting in Multimodal Large Language Models

Yuexiang Zhai, Shengbang Tong, Xiao Li, Mu Cai, Qing Qu, Yong Jae Lee, Yi Ma

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

2311.10697 2023-11-20 cs.CL cs.AI cs.IR cs.LG 89%

PEFT-MedAware: Large Language Model for Medical Awareness

Keivalya Pandya

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

Comments 7 pages, 1 figure, submitted to the Artificial Intelligence in Medicine Journal

2311.06495 2023-11-14 cs.CV 89%

LayoutPrompter: Awaken the Design Ability of Large Language Models

Jiawei Lin, Jiaqi Guo, Shizhao Sun, Zijiang James Yang, Jian-Guang Lou, Dongmei Zhang

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

Comments NeurIPS 2023

2310.20487 2023-11-01 cs.IR 89%

Large Language Model Can Interpret Latent Space of Sequential Recommender

Zhengyi Yang, Jiancan Wu, Yanchen Luo, Jizhi Zhang, Yancheng Yuan, An Zhang, Xiang Wang, Xiangnan He

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

2310.15793 2023-10-25 cs.LG cs.AI cs.CL 89%

Improving generalization in large language models by learning prefix subspaces

Louis Falissard, Vincent Guigue, Laure Soulier

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

2310.10449 2023-10-19 cs.CL cs.AI cs.LG 89%

Text Summarization Using Large Language Models: A Comparative Study of MPT-7b-instruct, Falcon-7b-instruct, and OpenAI Chat-GPT Models

Lochan Basyal, Mihir Sanghvi

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

Comments 4 pages, 2 tables

2308.07074 2023-08-16 cs.CL cs.AI cs.LG 89%

#InsTag: Instruction Tagging for Analyzing Supervised Fine-tuning of Large Language Models

Keming Lu, Hongyi Yuan, Zheng Yuan, Runji Lin, Junyang Lin, Chuanqi Tan, Chang Zhou, Jingren Zhou

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

2305.13292 2023-05-24 cs.CV 89%

VideoLLM: Modeling Video Sequence with Large Language Models

Guo Chen, Yin-Dong Zheng, Jiahao Wang, Jilan Xu, Yifei Huang, Junting Pan, Yi Wang, Yali Wang, Yu Qiao, Tong Lu, Limin Wang

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

Comments Technical Report

1. 指令微调 11547 篇

Improving Visual Storytelling with Multimodal Large Language Models

Self-Supervised Position Debiasing for Large Language Models

Aligning Large Language Models by On-Policy Self-Judgment

Exploring the Capabilities and Limitations of Large Language Models in the Electric Energy Sector

Fine-Tuning and Prompt Engineering for Large Language Models-based Code Review Automation

Soft Prompt Tuning for Augmenting Dense Retrieval with Large Language Models

UniAudio 1.5: Large Language Model-driven Audio Codec is A Few-shot Audio Task Learner

SynAsk: Unleashing the Power of Large Language Models in Organic Synthesis

Pointer-Guided Pre-Training: Infusing Large Language Models with Paragraph-Level Contextual Awareness

A Two-Stage Adaptation of Large Language Models for Text Ranking

BBox-Adapter: Lightweight Adapting for Black-Box Large Language Models

RE-Adapt: Reverse Engineered Adaptation of Large Language Models

Using Large Language Models for Natural Language Processing Tasks in Requirements Engineering: A Systematic Guideline

Seeking Neural Nuggets: Knowledge Transfer in Large Language Models from a Parametric Perspective

Q-PEFT: Query-dependent Parameter Efficient Fine-tuning for Text Reranking with Large Language Models

From CLIP to DINO: Visual Encoders Shout in Multi-modal Large Language Models

LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models

LoRETTA: Low-Rank Economic Tensor-Train Adaptation for Ultra-Low-Parameter Fine-Tuning of Large Language Models

Evaluating the Experience of LGBTQ+ People Using Large Language Model Based Chatbots for Mental Health Support

EvoMerge: Neuroevolution for Large Language Models

Proximity QA: Unleashing the Power of Multi-Modal Large Language Models for Spatial Proximity Analysis

Developmental Scaffolding with Large Language Models

Investigating the Catastrophic Forgetting in Multimodal Large Language Models

PEFT-MedAware: Large Language Model for Medical Awareness

LayoutPrompter: Awaken the Design Ability of Large Language Models

Large Language Model Can Interpret Latent Space of Sequential Recommender

Improving generalization in large language models by learning prefix subspaces

Text Summarization Using Large Language Models: A Comparative Study of MPT-7b-instruct, Falcon-7b-instruct, and OpenAI Chat-GPT Models

#InsTag: Instruction Tagging for Analyzing Supervised Fine-tuning of Large Language Models

VideoLLM: Modeling Video Sequence with Large Language Models