语言大模型 / LLM - arXivDaily 专题

2309.07544 2023-12-12 cs.LG cs.SE 89%

VerilogEval: Evaluating Large Language Models for Verilog Code Generation

Mingjie Liu, Nathaniel Pinckney, Brucek Khailany, Haoxing Ren

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

Comments ICCAD 2023 Invited Paper. Prior version contained errors in the numbers reported for gpt-4 in Table II

2311.17126 2023-11-30 cs.CV cs.CL 89%

Reason out Your Layout: Evoking the Layout Master from Large Language Models for Text-to-Image Synthesis

Xiaohui Chen, Yongfei Liu, Yingxiang Yang, Jianbo Yuan, Quanzeng You, Li-Ping Liu, Hongxia Yang

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

Comments preprint

2311.14332 2023-11-27 cs.LG stat.ML 89%

GATGPT: A Pre-trained Large Language Model with Graph Attention Network for Spatiotemporal Imputation

Yakun Chen, Xianzhi Wang, Guandong Xu

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

2307.03817 2023-11-23 cs.SE cs.AI 89%

Exploring and Characterizing Large Language Models For Embedded System Development and Debugging

Zachary Englhardt, Richard Li, Dilini Nissanka, Zhihan Zhang, Girish Narayanswamy, Joseph Breda, Xin Liu, Shwetak Patel, Vikram Iyer

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

2305.18098 2023-11-22 cs.CL 89%

BigTranslate: Augmenting Large Language Models with Multilingual Translation Capability over 100 Languages

Wen Yang, Chong Li, Jiajun Zhang, Chengqing Zong

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

Comments 16 pages, 4 figures. Our model is available at https://github.com/ZNLP/BigTranslate

2305.14489 2023-11-16 cs.CL 89%

Are Large Language Models Robust Coreference Resolvers?

Nghia T. Le, Alan Ritter

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

2311.05965 2023-11-13 cs.CL 89%

Large Language Models are Zero Shot Hypothesis Proposers

Biqing Qi, Kaiyan Zhang, Haoxiang Li, Kai Tian, Sihang Zeng, Zhang-Ren Chen, Bowen Zhou

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

Comments Instruction Workshop @ NeurIPS 2023

2305.14871 2023-11-07 cs.CL 89%

ClusterLLM: Large Language Models as a Guide for Text Clustering

Yuwei Zhang, Zihan Wang, Jingbo Shang

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

Comments EMNLP2023(main)

2310.18233 2023-11-02 cs.AI 89%

Will releasing the weights of future large language models grant widespread access to pandemic agents?

Anjali Gopal, Nathan Helm-Burger, Lennart Justen, Emily H. Soice, Tiffany Tzeng, Geetha Jeyapragasan, Simon Grimm, Benjamin Mueller, Kevin M. Esvelt

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

Comments Updates in response to online feedback: emphasized the focus on risks from future rather than current models; explained the reasoning behind - and minimal effects of - fine-tuning on virology papers; elaborated on how easier access to synthesized information can reduce barriers to entry; clarified policy recommendations regarding what is necessary but not sufficient; corrected a citation link

2310.17857 2023-10-30 cs.CL 89%

From Values to Opinions: Predicting Human Behaviors and Stances Using Value-Injected Large Language Models

Dongjun Kang, Joonsuk Park, Yohan Jo, JinYeong Bak

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

Comments EMNLP 2023 main paper accepted

2310.17630 2023-10-27 cs.CL 89%

InstOptima: Evolutionary Multi-objective Instruction Optimization via Large Language Model-based Instruction Operators

Heng Yang, Ke Li

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

Comments Accepted by EMNLP Findings

2310.15477 2023-10-25 cs.CL 89%

CRaSh: Clustering, Removing, and Sharing Enhance Fine-tuning without Full Large Language Model

Kaiyan Zhang, Ning Ding, Biqing Qi, Xuekai Zhu, Xinwei Long, Bowen Zhou

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

Comments Accepted to EMNLP 2023 (Main Conference)

2310.14225 2023-10-24 cs.CL 89%

Customising General Large Language Models for Specialised Emotion Recognition Tasks

Liyizhe Peng, Zixing Zhang, Tao Pang, Jing Han, Huan Zhao, Hao Chen, Björn W. Schuller

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

2305.11862 2023-10-24 cs.CL 89%

Reducing Sequence Length by Predicting Edit Operations with Large Language Models

Masahiro Kaneko, Naoaki Okazaki

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

Comments EMNLP2023

2310.13243 2023-10-23 cs.IR cs.CL 89%

Open-source Large Language Models are Strong Zero-shot Query Likelihood Models for Document Ranking

Shengyao Zhuang, Bing Liu, Bevan Koopman, Guido Zuccon

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

Comments 5 pages

2310.08922 2023-10-16 cs.LG 89%

LLaMA Rider: Spurring Large Language Models to Explore the Open World

Yicheng Feng, Yuxuan Wang, Jiazheng Liu, Sipeng Zheng, Zongqing Lu

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

Comments 18 pages

2303.07678 2023-10-12 cs.IR cs.CL 89%

Query2doc: Query Expansion with Large Language Models

Liang Wang, Nan Yang, Furu Wei

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

Comments Accepted to EMNLP 2023

2310.02050 2023-10-04 cs.CL cs.CV 89%

Tuning Large language model for End-to-end Speech Translation

Hao Zhang, Nianwen Si, Yaqi Chen, Wenlin Zhang, Xukui Yang, Dan Qu, Xiaolin Jiao

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

2310.01726 2023-10-04 cs.SE cs.LG 89%

Large Language Models for Test-Free Fault Localization

Aidan Z. H. Yang, Ruben Martins, Claire Le Goues, Vincent J. Hellendoorn

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

2310.00230 2023-10-03 cs.CL cs.SD eess.AS 89%

SLM: Bridge the thin gap between speech and text foundation models

Mingqiu Wang, Wei Han, Izhak Shafran, Zelin Wu, Chung-Cheng Chiu, Yuan Cao, Yongqiang Wang, Nanxin Chen, Yu Zhang, Hagen Soltau, Paul Rubenstein, Lukas Zilka, Dian Yu, Zhong Meng, Golan Pundak, Nikhil Siddhartha, Johan Schalkwyk, Yonghui Wu

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

2309.11325 2023-09-26 cs.CL 89%

DISC-LawLLM: Fine-tuning Large Language Models for Intelligent Legal Services

Shengbin Yue, Wei Chen, Siyuan Wang, Bingxuan Li, Chenchen Shen, Shujun Liu, Yuxuan Zhou, Yao Xiao, Song Yun, Xuanjing Huang, Zhongyu Wei

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

2309.08859 2023-09-19 cs.LG 89%

Rethinking Learning Rate Tuning in the Era of Large Language Models

Hongpeng Jin, Wenqi Wei, Xuyu Wang, Wenbin Zhang, Yanzhao Wu

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

2309.08181 2023-09-18 cs.CL 89%

Large Language Models for Failure Mode Classification: An Investigation

Michael Stewart, Melinda Hodkiewicz, Sirui Li

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

Comments 8 pages, 3 tables

2309.06419 2023-09-13 cs.CL 89%

Radiology-Llama2: Best-in-Class Large Language Model for Radiology

Zhengliang Liu, Yiwei Li, Peng Shu, Aoxiao Zhong, Longtao Yang, Chao Ju, Zihao Wu, Chong Ma, Jie Luo, Cheng Chen, Sekeun Kim, Jiang Hu, Haixing Dai, Lin Zhao, Dajiang Zhu, Jun Liu, Wei Liu, Dinggang Shen, Tianming Liu, Quanzheng Li, Xiang Li

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

2210.03821 2023-08-15 cs.LG 89%

Large Language Models can Implement Policy Iteration

Ethan Brooks, Logan Walls, Richard L. Lewis, Satinder Singh

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

Comments 10 pages, 4 figures, submitted to ICLR 2023

2308.06212 2023-08-14 cs.IR cs.CL 89%

A Large Language Model Enhanced Conversational Recommender System

Yue Feng, Shuchang Liu, Zhenghai Xue, Qingpeng Cai, Lantao Hu, Peng Jiang, Kun Gai, Fei Sun

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

2307.06018 2023-07-13 cs.CL 89%

PolyLM: An Open Source Polyglot Large Language Model

Xiangpeng Wei, Haoran Wei, Huan Lin, Tianhao Li, Pei Zhang, Xingzhang Ren, Mei Li, Yu Wan, Zhiwei Cao, Binbin Xie, Tianxiang Hu, Shangjie Li, Binyuan Hui, Bowen Yu, Dayiheng Liu, Baosong Yang, Fei Huang, Jun Xie

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

2306.01006 2023-06-27 cs.CL cs.HC 89%

Scaling Evidence-based Instructional Design Expertise through Large Language Models

Gautam Yadav

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

2305.06500 2023-06-16 cs.CV cs.LG 89%

InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning

Wenliang Dai, Junnan Li, Dongxu Li, Anthony Meng Huat Tiong, Junqi Zhao, Weisheng Wang, Boyang Li, Pascale Fung, Steven Hoi

专题命中指令微调：language model(title,abstract)；instruction tuning(title,abstract)；pretraining(abstract)；分类 cs.LG

Comments preprint

2306.04136 2023-06-08 cs.CL 89%

Knowledge-Augmented Language Model Prompting for Zero-Shot Knowledge Graph Question Answering

Jinheon Baek, Alham Fikri Aji, Amir Saffari

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

1. 指令微调 11547 篇

VerilogEval: Evaluating Large Language Models for Verilog Code Generation

Reason out Your Layout: Evoking the Layout Master from Large Language Models for Text-to-Image Synthesis

GATGPT: A Pre-trained Large Language Model with Graph Attention Network for Spatiotemporal Imputation

Exploring and Characterizing Large Language Models For Embedded System Development and Debugging

BigTranslate: Augmenting Large Language Models with Multilingual Translation Capability over 100 Languages

Are Large Language Models Robust Coreference Resolvers?

Large Language Models are Zero Shot Hypothesis Proposers

ClusterLLM: Large Language Models as a Guide for Text Clustering

Will releasing the weights of future large language models grant widespread access to pandemic agents?

From Values to Opinions: Predicting Human Behaviors and Stances Using Value-Injected Large Language Models

InstOptima: Evolutionary Multi-objective Instruction Optimization via Large Language Model-based Instruction Operators

CRaSh: Clustering, Removing, and Sharing Enhance Fine-tuning without Full Large Language Model

Customising General Large Language Models for Specialised Emotion Recognition Tasks

Reducing Sequence Length by Predicting Edit Operations with Large Language Models

Open-source Large Language Models are Strong Zero-shot Query Likelihood Models for Document Ranking

LLaMA Rider: Spurring Large Language Models to Explore the Open World

Query2doc: Query Expansion with Large Language Models

Tuning Large language model for End-to-end Speech Translation

Large Language Models for Test-Free Fault Localization

SLM: Bridge the thin gap between speech and text foundation models

DISC-LawLLM: Fine-tuning Large Language Models for Intelligent Legal Services

Rethinking Learning Rate Tuning in the Era of Large Language Models

Large Language Models for Failure Mode Classification: An Investigation

Radiology-Llama2: Best-in-Class Large Language Model for Radiology

Large Language Models can Implement Policy Iteration

A Large Language Model Enhanced Conversational Recommender System

PolyLM: An Open Source Polyglot Large Language Model

Scaling Evidence-based Instructional Design Expertise through Large Language Models

InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning

Knowledge-Augmented Language Model Prompting for Zero-Shot Knowledge Graph Question Answering