语言大模型 / LLM - arXivDaily 专题

2402.11420 2024-09-20 cs.CL 88%

Rethinking the Roles of Large Language Models in Chinese Grammatical Error Correction

Yinghui Li, Shang Qin, Haojing Huang, Yangning Li, Libo Qin, Xuming Hu, Wenhao Jiang, Hai-Tao Zheng, Philip S. Yu

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

2402.17124 2024-09-10 cs.CL 88%

Fact-and-Reflection (FaR) Improves Confidence Calibration of Large Language Models

Xinran Zhao, Hongming Zhang, Xiaoman Pan, Wenlin Yao, Dong Yu, Tongshuang Wu, Jianshu Chen

专题命中其他LLM ：large language model(title)；language model(title)；LLM(abstract)；prompting(abstract)

Comments 17 pages, 10 figures

Journal ref Findings of the Association for Computational Linguistics ACL 2024

2409.03843 2024-09-09 cs.CL 88%

Persona Setting Pitfall: Persistent Outgroup Biases in Large Language Models Arising from Social Identity Adoption

Wenchao Dong, Assem Zhunis, Dongyoung Jeong, Hyojin Chin, Jiyoung Han, Meeyoung Cha

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

Comments 23 pages, 5 figures

2405.04160 2024-09-05 cs.CL 88%

A Causal Explainable Guardrails for Large Language Models

Zhixuan Chu, Yan Wang, Longfei Li, Zhibo Wang, Zhan Qin, Kui Ren

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

Comments 16 pages

2408.16012 2024-08-30 cs.CL 88%

Using large language models to estimate features of multi-word expressions: Concreteness, valence, arousal

Gonzalo Martínez, Juan Diego Molero, Sandra González, Javier Conde, Marc Brysbaert, Pedro Reviriego

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

2408.14277 2024-08-27 cs.CE cs.CL 88%

Epidemic Information Extraction for Event-Based Surveillance using Large Language Models

Sergio Consoli, Peter Markov, Nikolaos I. Stilianakis, Lorenzo Bertolini, Antonio Puertas Gallardo, Mario Ceresa

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

Comments 11 pages, 4 figures, Ninth International Congress on Information and Communication Technology (ICICT 2024)

Journal ref Lecture Notes in Networks and Systems, 2024, vol 1011, pages 241-252. Springer, Singapore

2408.11710 2024-08-22 cs.SE cs.AI 88%

Leveraging Large Language Models for Enhancing the Understandability of Generated Unit Tests

Amirhossein Deljouyi, Roham Koohestani, Maliheh Izadi, Andy Zaidman

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.AI

Comments **Note:** This paper has been accepted for presentation at the 47th International Conference on Software Engineering (ICSE 2025) - Research Track

2408.11060 2024-08-22 cs.SE cs.AI cs.HC 88%

Dynamic Code Orchestration: Harnessing the Power of Large Language Models for Adaptive Script Execution

Justin Del Vecchio, Andrew Perreault, Eliana Furmanek

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.AI

Comments 6 pages, 4 figures

2408.09605 2024-08-20 cs.AI 88%

Does Thought Require Sensory Grounding? From Pure Thinkers to Large Language Models

David J. Chalmers

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.AI

Journal ref Proceedings and Addresses of the American Philosophical Association, 2023

2408.07971 2024-08-16 cs.CL 88%

Predicting Lung Cancer Patient Prognosis with Large Language Models

Danqing Hu, Bing Liu, Xiang Li, Xiaofeng Zhu, Nan Wu

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

2408.01319 2024-08-05 cs.AI 88%

A Comprehensive Review of Multimodal Large Language Models: Performance and Challenges Across Different Tasks

Jiaqi Wang, Hanqi Jiang, Yiheng Liu, Chong Ma, Xu Zhang, Yi Pan, Mengyuan Liu, Peiran Gu, Sichen Xia, Wenjun Li, Yutong Zhang, Zihao Wu, Zhengliang Liu, Tianyang Zhong, Bao Ge, Tuo Zhang, Ning Qiang, Xintao Hu, Xi Jiang, Xin Zhang, Wei Zhang, Dinggang Shen, Tianming Liu, Shu Zhang

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.AI

2407.21512 2024-08-01 cs.RO cs.CL cs.NE 88%

Interpreting and learning voice commands with a Large Language Model for a robot system

Stanislau Stankevich, Wojciech Dudek

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

Comments PP-RAI 2024, 5th Polish Conference on Artificial Intelligence, 18-20.04.2024 Warsaw, Poland

2407.20856 2024-07-31 cs.IR cs.AI 88%

Learn by Selling: Equipping Large Language Models with Product Knowledge for Context-Driven Recommendations

Sarthak Anand, Yutong Jiang, Giorgi Kokaia

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.AI

2407.20712 2024-07-31 cs.HC cs.AI 88%

Cocobo: Exploring Large Language Models as the Engine for End-User Robot Programming

Yate Ge, Yi Dai, Run Shan, Kechun Li, Yuanda Hu, Xiaohua Sun

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.AI

Comments This is the preprint version of a paper accepted for presentation at the IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC), 2024

2407.20382 2024-07-31 cs.CL 88%

What if Red Can Talk? Dynamic Dialogue Generation Using Large Language Models

Navapat Nananukul, Wichayaporn Wongkamjan

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

Comments ACL Wordplay 2024

2407.16235 2024-07-24 cs.SE cs.AI 88%

Comparison of Static Application Security Testing Tools and Large Language Models for Repo-level Vulnerability Detection

Xin Zhou, Duc-Manh Tran, Thanh Le-Cong, Ting Zhang, Ivana Clairine Irsan, Joshua Sumarlin, Bach Le, David Lo

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.AI

2407.16198 2024-07-24 cs.CV cs.AI 88%

INF-LLaVA: Dual-perspective Perception for High-Resolution Multimodal Large Language Model

Yiwei Ma, Zhibin Wang, Xiaoshuai Sun, Weihuang Lin, Qiang Zhou, Jiayi Ji, Rongrong Ji

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.AI

2407.12032 2024-07-18 cs.HC cs.AI econ.GN q-fin.EC 88%

Large Language Models for Behavioral Economics: Internal Validity and Elicitation of Mental Models

Brian Jabarian

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.AI

2407.09003 2024-07-15 cs.AI 88%

Enhancing Few-Shot Stock Trend Prediction with Large Language Models

Yiqi Deng, Xingwei He, Jiahao Hu, Siu-Ming Yiu

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.AI

2407.08564 2024-07-12 cs.AI 88%

The Career Interests of Large Language Models

Meng Hua, Yuan Cheng, Hengshu Zhu

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.AI

2407.06718 2024-07-10 cs.AI 88%

A Simple Architecture for Enterprise Large Language Model Applications based on Role based security and Clearance Levels using Retrieval-Augmented Generation or Mixture of Experts

Atilla Özgür, Yılmaz Uygun

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.AI

2407.06432 2024-07-10 cs.CL 88%

An Empirical Study of Gendered Stereotypes in Emotional Attributes for Bangla in Multilingual Large Language Models

Jayanta Sadhu, Maneesha Rani Saha, Rifat Shahriyar

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

Comments Accepted at the 5th Workshop on Gender Bias in Natural Language Processing at the ACL 2024 Conference

2406.19966 2024-07-01 cs.CL 88%

Simulating Financial Market via Large Language Model based Agents

Shen Gao, Yuntao Wen, Minghang Zhu, Jianing Wei, Yuhan Cheng, Qunzi Zhang, Shuo Shang

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

2406.16167 2024-06-25 cs.CL 88%

FS-RAG: A Frame Semantics Based Approach for Improved Factual Accuracy in Large Language Models

Harish Tayyar Madabushi

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

Comments program code and prompts available at https://github.com/H-TayyarMadabushi/A-Frame-Semantics-based-approach-for-Improved-Factual-Accuracy-in-Large-Language-Models

2406.01893 2024-06-24 cs.MA cs.AI 88%

Large Language Model-Enabled Multi-Agent Manufacturing Systems

Jonghan Lim, Birgit Vogel-Heuser, Ilya Kovalenko

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.AI

2406.14721 2024-06-24 cs.CL 88%

1+1>2: Can Large Language Models Serve as Cross-Lingual Knowledge Aggregators?

Yue Huang, Chenrui Fan, Yuan Li, Siyuan Wu, Tianyi Zhou, Xiangliang Zhang, Lichao Sun

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

2406.13898 2024-06-21 cs.CV cs.CL cs.CY 88%

The Use of Multimodal Large Language Models to Detect Objects from Thermal Images: Transportation Applications

Huthaifa I. Ashqar, Taqwa I. Alhadidi, Mohammed Elhenawy, Nour O. Khanfar

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

2406.11683 2024-06-18 cs.CL 88%

HoLLMwood: Unleashing the Creativity of Large Language Models in Screenwriting via Role Playing

Jing Chen, Xinyu Zhu, Cheng Yang, Chufan Shi, Yadong Xi, Yuxiang Zhang, Junjie Wang, Jiashu Pu, Rongsheng Zhang, Yujiu Yang, Tian Feng

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

2406.10950 2024-06-18 cs.CL 88%

E-Bench: Towards Evaluating the Ease-of-Use of Large Language Models

Zhenyu Zhang, Bingguang Hao, Jinpeng Li, Zekai Zhang, Dongyan Zhao

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

2402.11889 2024-06-18 cs.CL 88%

ROSE Doesn't Do That: Boosting the Safety of Instruction-Tuned Large Language Models with Reverse Prompt Contrastive Decoding

Qihuang Zhong, Liang Ding, Juhua Liu, Bo Du, Dacheng Tao

专题命中其他LLM ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

Comments Accepted to ACL2024 Findings

1. 其他LLM 12157 篇

Rethinking the Roles of Large Language Models in Chinese Grammatical Error Correction

Fact-and-Reflection (FaR) Improves Confidence Calibration of Large Language Models

Persona Setting Pitfall: Persistent Outgroup Biases in Large Language Models Arising from Social Identity Adoption

A Causal Explainable Guardrails for Large Language Models

Using large language models to estimate features of multi-word expressions: Concreteness, valence, arousal

Epidemic Information Extraction for Event-Based Surveillance using Large Language Models

Leveraging Large Language Models for Enhancing the Understandability of Generated Unit Tests

Dynamic Code Orchestration: Harnessing the Power of Large Language Models for Adaptive Script Execution

Does Thought Require Sensory Grounding? From Pure Thinkers to Large Language Models

Predicting Lung Cancer Patient Prognosis with Large Language Models

A Comprehensive Review of Multimodal Large Language Models: Performance and Challenges Across Different Tasks

Interpreting and learning voice commands with a Large Language Model for a robot system

Learn by Selling: Equipping Large Language Models with Product Knowledge for Context-Driven Recommendations

Cocobo: Exploring Large Language Models as the Engine for End-User Robot Programming

What if Red Can Talk? Dynamic Dialogue Generation Using Large Language Models

Comparison of Static Application Security Testing Tools and Large Language Models for Repo-level Vulnerability Detection

INF-LLaVA: Dual-perspective Perception for High-Resolution Multimodal Large Language Model

Large Language Models for Behavioral Economics: Internal Validity and Elicitation of Mental Models

Enhancing Few-Shot Stock Trend Prediction with Large Language Models

The Career Interests of Large Language Models

A Simple Architecture for Enterprise Large Language Model Applications based on Role based security and Clearance Levels using Retrieval-Augmented Generation or Mixture of Experts

An Empirical Study of Gendered Stereotypes in Emotional Attributes for Bangla in Multilingual Large Language Models

Simulating Financial Market via Large Language Model based Agents

FS-RAG: A Frame Semantics Based Approach for Improved Factual Accuracy in Large Language Models

Large Language Model-Enabled Multi-Agent Manufacturing Systems

1+1>2: Can Large Language Models Serve as Cross-Lingual Knowledge Aggregators?

The Use of Multimodal Large Language Models to Detect Objects from Thermal Images: Transportation Applications

HoLLMwood: Unleashing the Creativity of Large Language Models in Screenwriting via Role Playing

E-Bench: Towards Evaluating the Ease-of-Use of Large Language Models

ROSE Doesn't Do That: Boosting the Safety of Instruction-Tuned Large Language Models with Reverse Prompt Contrastive Decoding