语言大模型 / LLM - arXivDaily 专题

2410.19223 2024-10-28 cs.AI 88%

Integrating Large Language Models with Internet of Things Applications

Mingyu Zong, Arvin Hekmati, Michael Guastalla, Yiyi Li, Bhaskar Krishnamachari

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

2410.19114 2024-10-28 cs.LG cs.CR 88%

LanFL: Differentially Private Federated Learning with Large Language Models using Synthetic Samples

Huiyu Wu, Diego Klabjan

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

2307.09007 2024-10-28 cs.CL 88%

On the (In)Effectiveness of Large Language Models for Chinese Text Correction

Yinghui Li, Haojing Huang, Shirong Ma, Yong Jiang, Yangning Li, Feng Zhou, Hai-Tao Zheng, Qingyu Zhou

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

Comments This work has been submitted to the IEEE for possible publication

2410.17174 2024-10-23 cs.CL 88%

From Attention to Activation: Unravelling the Enigmas of Large Language Models

Prannay Kaul, Chengcheng Ma, Ismail Elezi, Jiankang Deng

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

Comments 10 pages

2404.01617 2024-10-23 cs.NI cs.LG cs.MM 88%

Designing Network Algorithms via Large Language Models

Zhiyuan He, Aashish Gottipati, Lili Qiu, Xufang Luo, Kenuo Xu, Yuqing Yang, Francis Y. Yan

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

2410.15442 2024-10-22 cs.AI cs.CY 88%

Exploring Social Desirability Response Bias in Large Language Models: Evidence from GPT-4 Simulations

Sanguk Lee, Kai-Qi Yang, Tai-Quan Peng, Ruth Heo, Hui Liu

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

2410.14989 2024-10-22 cs.AI cs.RO 88%

AutoFPDesigner: Automated Flight Procedure Design Based on Multi-Agent Large Language Model

Longtao Zhu, Hongyu Yang, Ge Song, Xin Ma, Yanxin Zhang, Yulong Ji

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

Comments 21 pages, 18 figures, 5 tables

2405.02933 2024-10-18 cs.CL 88%

Relay Decoding: Concatenating Large Language Models for Machine Translation

Chengpeng Fu, Xiaocheng Feng, Yichong Huang, Wenshuai Huo, Baohang Li, Hui Wang, Bin Qin, Ting Liu

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

Comments Work in progress

2410.09245 2024-10-15 cs.CL 88%

Sui Generis: Large Language Models for Authorship Attribution and Verification in Latin

Gleb Schmidt, Svetlana Gorovaia, Ivan P. Yamshchikov

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

Comments 9 pages, NLP4DH 2024

2410.08993 2024-10-14 math.DG cs.AI 88%

The structure of the token space for large language models

Michael Robinson, Sourya Dey, Shauna Sweet

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

Comments 33 pages, 22 figures

2410.06545 2024-10-10 cs.CR cs.LG 88%

Signal Watermark on Large Language Models

Zhenyu Xu, Victor S. Sheng

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

2410.05052 2024-10-08 cs.CL 88%

Initialization of Large Language Models via Reparameterization to Mitigate Loss Spikes

Kosuke Nishida, Kyosuke Nishida, Kuniko Saito

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

Comments EMNLP2024 accepted

2410.04628 2024-10-08 cs.CL 88%

Control Large Language Models via Divide and Conquer

Bingxuan Li, Yiwei Wang, Tao Meng, Kai-Wei Chang, Nanyun Peng

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

Comments EMNLP 2024

2410.03996 2024-10-08 cs.CL 88%

On the Influence of Gender and Race in Romantic Relationship Prediction from Large Language Models

Abhilasha Sancheti, Haozhe An, Rachel Rudinger

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

Comments Accepted to EMNLP 2024

2406.14155 2024-10-07 cs.CL 88%

Aligning Large Language Models with Diverse Political Viewpoints

Dominik Stammbach, Philine Widmer, Eunjung Cho, Caglar Gulcehre, Elliott Ash

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

Comments accepted at EMNLP 2024 main as a short paper

2405.19660 2024-10-07 cs.CL 88%

PATIENT-Ψ: Using Large Language Models to Simulate Patients for Training Mental Health Professionals

Ruiyi Wang, Stephanie Milani, Jamie C. Chiu, Jiayin Zhi, Shaun M. Eack, Travis Labrum, Samuel M. Murphy, Nev Jones, Kate Hardy, Hong Shen, Fei Fang, Zhiyu Zoey Chen

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

Comments EMNLP 2024 Main, 9 pages, 5 figures

2305.19926 2024-10-07 cs.CL 88%

Revisiting the Reliability of Psychological Scales on Large Language Models

Jen-tse Huang, Wenxiang Jiao, Man Ho Lam, Eric John Li, Wenxuan Wang, Michael R. Lyu

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

Comments EMNLP Main 2024; 10 pages of main text; 10 pages of appendices;

2410.01987 2024-10-04 cs.IR cs.CL cs.SI q-fin.GN 88%

Financial Sentiment Analysis on News and Reports Using Large Language Models and FinBERT

Yanxin Shen, Pulin Kirin Zhang

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

2410.00751 2024-10-02 cs.CL 88%

Thinking Outside of the Differential Privacy Box: A Case Study in Text Privatization with Language Model Prompting

Stephen Meisenbacher, Florian Matthes

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

Comments 10 pages, 3 tables, Accepted to EMNLP 2024 (Main)

2409.18943 2024-10-02 cs.CL 88%

Ruler: A Model-Agnostic Method to Control Generated Length for Large Language Models

Jiaming Li, Lei Zhang, Yunshui Li, Ziqiang Liu, yuelin bai, Run Luo, Longze Chen, Min Yang

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

2409.15290 2024-09-25 cs.HC cs.AI 88%

Broadening Access to Simulations for End-Users via Large Language Models: Challenges and Opportunities

Philippe J. Giabbanelli, Jose J. Padilla, Ameeta Agrawal

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

Comments To appear in proceedings of the 2024 Winter Simulation Conference

2409.14395 2024-09-24 cs.CL 88%

Predicting User Stances from Target-Agnostic Information using Large Language Models

Siyuan Brandon Loh, Liang Ze Wong, Prasanta Bhattacharya, Joseph Simons, Wei Gao, Hong Zhang

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

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

1. 其他LLM 12266 篇

Integrating Large Language Models with Internet of Things Applications

LanFL: Differentially Private Federated Learning with Large Language Models using Synthetic Samples

On the (In)Effectiveness of Large Language Models for Chinese Text Correction

From Attention to Activation: Unravelling the Enigmas of Large Language Models

Designing Network Algorithms via Large Language Models

Exploring Social Desirability Response Bias in Large Language Models: Evidence from GPT-4 Simulations

AutoFPDesigner: Automated Flight Procedure Design Based on Multi-Agent Large Language Model

Relay Decoding: Concatenating Large Language Models for Machine Translation

Sui Generis: Large Language Models for Authorship Attribution and Verification in Latin

The structure of the token space for large language models

Signal Watermark on Large Language Models

Initialization of Large Language Models via Reparameterization to Mitigate Loss Spikes

Control Large Language Models via Divide and Conquer

On the Influence of Gender and Race in Romantic Relationship Prediction from Large Language Models

Aligning Large Language Models with Diverse Political Viewpoints

PATIENT-Ψ: Using Large Language Models to Simulate Patients for Training Mental Health Professionals

Revisiting the Reliability of Psychological Scales on Large Language Models

Financial Sentiment Analysis on News and Reports Using Large Language Models and FinBERT

Thinking Outside of the Differential Privacy Box: A Case Study in Text Privatization with Language Model Prompting

Ruler: A Model-Agnostic Method to Control Generated Length for Large Language Models

Broadening Access to Simulations for End-Users via Large Language Models: Challenges and Opportunities

Predicting User Stances from Target-Agnostic Information using Large Language Models

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