语言大模型 / LLM - arXivDaily 专题

2406.10540 2024-06-18 cs.AI cs.NE cs.RO 88%

Generating and Evolving Reward Functions for Highway Driving with Large Language Models

Xu Han, Qiannan Yang, Xianda Chen, Xiaowen Chu, Meixin Zhu

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

Comments 7 pages, 6 figures

2401.05777 2024-06-17 cs.CL 88%

How Proficient Are Large Language Models in Formal Languages? An In-Depth Insight for Knowledge Base Question Answering

Jinxin Liu, Shulin Cao, Jiaxin Shi, Tingjian Zhang, Lunyiu Nie, Linmei Hu, Lei Hou, Juanzi Li

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

Comments ACL Findings 2024

2403.14077 2024-06-12 cs.AI cs.CR 88%

Can ChatGPT Detect DeepFakes? A Study of Using Multimodal Large Language Models for Media Forensics

Shan Jia, Reilin Lyu, Kangran Zhao, Yize Chen, Zhiyuan Yan, Yan Ju, Chuanbo Hu, Xin Li, Baoyuan Wu, Siwei Lyu

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

2403.12388 2024-06-11 cs.IR cs.AI 88%

Interpretable User Satisfaction Estimation for Conversational Systems with Large Language Models

Ying-Chun Lin, Jennifer Neville, Jack W. Stokes, Longqi Yang, Tara Safavi, Mengting Wan, Scott Counts, Siddharth Suri, Reid Andersen, Xiaofeng Xu, Deepak Gupta, Sujay Kumar Jauhar, Xia Song, Georg Buscher, Saurabh Tiwary, Brent Hecht, Jaime Teevan

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

2406.04346 2024-06-10 cs.SE cs.AI 88%

Automating Patch Set Generation from Code Review Comments Using Large Language Models

Tajmilur Rahman, Rahul Singh, Mir Yousuf Sultan

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

Comments 2 pages

2402.16438 2024-06-07 cs.CL 88%

Language-Specific Neurons: The Key to Multilingual Capabilities in Large Language Models

Tianyi Tang, Wenyang Luo, Haoyang Huang, Dongdong Zhang, Xiaolei Wang, Xin Zhao, Furu Wei, Ji-Rong Wen

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

Comments Accepted by ACL 2024

2406.01860 2024-06-05 cs.CL 88%

Eliciting the Priors of Large Language Models using Iterated In-Context Learning

Jian-Qiao Zhu, Thomas L. Griffiths

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

2406.01749 2024-06-05 cs.CL 88%

Towards Harnessing Large Language Models for Comprehension of Conversational Grounding

Kristiina Jokinen, Phillip Schneider, Taiga Mori

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

Comments Accepted to IWSDS 2024

2406.01306 2024-06-04 cs.CL 88%

Unsupervised Distractor Generation via Large Language Model Distilling and Counterfactual Contrastive Decoding

Fanyi Qu, Hao Sun, Yunfang Wu

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

Comments Accepted as a long paper in ACL 2024 findings

2402.14700 2024-05-31 cs.CL 88%

Unveiling Linguistic Regions in Large Language Models

Zhihao Zhang, Jun Zhao, Qi Zhang, Tao Gui, Xuanjing Huang

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

Comments Accepted by ACL 2024. Camera-Ready Version

2403.17344 2024-05-30 cs.DB cs.CL 88%

Disambiguate Entity Matching using Large Language Models through Relation Discovery

Zezhou Huang

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

2403.03121 2024-05-29 cs.CL 88%

Angry Men, Sad Women: Large Language Models Reflect Gendered Stereotypes in Emotion Attribution

Flor Miriam Plaza-del-Arco, Amanda Cercas Curry, Alba Curry, Gavin Abercrombie, Dirk Hovy

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

Comments Accepted to ACL 2024

2405.16420 2024-05-28 cs.CL cs.IR 88%

M-RAG: Reinforcing Large Language Model Performance through Retrieval-Augmented Generation with Multiple Partitions

Zheng Wang, Shu Xian Teo, Jieer Ouyang, Yongjun Xu, Wei Shi

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

Comments This paper has been accepted by ACL 2024

2405.16042 2024-05-28 cs.CL 88%

Incremental Comprehension of Garden-Path Sentences by Large Language Models: Semantic Interpretation, Syntactic Re-Analysis, and Attention

Andrew Li, Xianle Feng, Siddhant Narang, Austin Peng, Tianle Cai, Raj Sanjay Shah, Sashank Varma

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

Comments Accepted by CogSci-24

2402.11218 2024-05-27 cs.CL 88%

Controlled Text Generation for Large Language Model with Dynamic Attribute Graphs

Xun Liang, Hanyu Wang, Shichao Song, Mengting Hu, Xunzhi Wang, Zhiyu Li, Feiyu Xiong, Bo Tang

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

Comments 18 Pages, Accepted by ACL 2024 Findings

2405.02876 2024-05-24 cs.NE cs.LG 88%

Exploring the Improvement of Evolutionary Computation via Large Language Models

Jinyu Cai, Jinglue Xu, Jialong Li, Takuto Ymauchi, Hitoshi Iba, Kenji Tei

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

Comments accepted by GECCO 2024

2405.11916 2024-05-24 cs.LG cs.CR 88%

Information Leakage from Embedding in Large Language Models

Zhipeng Wan, Anda Cheng, Yinggui Wang, Lei Wang

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

2402.07166 2024-05-20 cs.AI 88%

Social Evolution of Published Text and The Emergence of Artificial Intelligence Through Large Language Models and The Problem of Toxicity and Bias

Arifa Khan, P. Saravanan, S. K Venkatesan

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

2308.10088 2024-05-17 cs.CL cs.SE 88%

PACE: Improving Prompt with Actor-Critic Editing for Large Language Model

Yihong Dong, Kangcheng Luo, Xue Jiang, Zhi Jin, Ge Li

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

Comments Accepted to ACL

2405.07638 2024-05-14 cs.NI cs.AI cs.CR 88%

DoLLM: How Large Language Models Understanding Network Flow Data to Detect Carpet Bombing DDoS

Qingyang Li, Yihang Zhang, Zhidong Jia, Yannan Hu, Lei Zhang, Jianrong Zhang, Yongming Xu, Yong Cui, Zongming Guo, Xinggong Zhang

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

2405.02814 2024-05-14 cs.CL 88%

NegativePrompt: Leveraging Psychology for Large Language Models Enhancement via Negative Emotional Stimuli

Xu Wang, Cheng Li, Yi Chang, Jindong Wang, Yuan Wu

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

Comments This paper has been accepted by IJCAI 2024

2311.08306 2024-05-07 cs.CL 88%

On-the-Fly Fusion of Large Language Models and Machine Translation

Hieu Hoang, Huda Khayrallah, Marcin Junczys-Dowmunt

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

2405.02828 2024-05-07 cs.SE cs.LG 88%

Trojans in Large Language Models of Code: A Critical Review through a Trigger-Based Taxonomy

Aftab Hussain, Md Rafiqul Islam Rabin, Toufique Ahmed, Bowen Xu, Premkumar Devanbu, Mohammad Amin Alipour

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

Comments arXiv admin note: substantial text overlap with arXiv:2305.03803

2404.18286 2024-05-01 cs.CL 88%

Comparing LLM prompting with Cross-lingual transfer performance on Indigenous and Low-resource Brazilian Languages

David Ifeoluwa Adelani, A. Seza Doğruöz, André Coneglian, Atul Kr. Ojha

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

Comments Accepted to the Americas NLP Workshop at NAACL 2024 (https://turing.iimas.unam.mx/americasnlp/2024_workshop.html)

2404.11898 2024-04-19 cs.AI 88%

Enhancing Financial Inclusion and Regulatory Challenges: A Critical Analysis of Digital Banks and Alternative Lenders Through Digital Platforms, Machine Learning, and Large Language Models Integration

Luke Lee

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

Comments 17 pages

2309.03175 2024-04-18 cs.CL 88%

Gender-specific Machine Translation with Large Language Models

Eduardo Sánchez, Pierre Andrews, Pontus Stenetorp, Mikel Artetxe, Marta R. Costa-jussà

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

2310.01831 2024-04-17 cs.SE cs.AI cs.PL 88%

Can Large Language Models Transform Natural Language Intent into Formal Method Postconditions?

Madeline Endres, Sarah Fakhoury, Saikat Chakraborty, Shuvendu K. Lahiri

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

Comments To appear at the Proceedings of the ACM on Software Engineering (PACMSE), Issue Foundations of Software Engineering (FSE) 2024

2404.07654 2024-04-12 cs.CL 88%

rollama: An R package for using generative large language models through Ollama

Johannes B. Gruber, Maximilian Weber

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

2304.06186 2024-04-11 cs.CL math.LO 88%

Using Large Language Models for (De-)Formalization and Natural Argumentation Exercises for Beginner's Students

Merlin Carl

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

Comments In Proceedings ThEdu'23, arXiv:2404.03709

Journal ref EPTCS 400, 2024, pp. 28-43

2404.04204 2024-04-08 cs.CL cs.HC 88%

Social Skill Training with Large Language Models

Diyi Yang, Caleb Ziems, William Held, Omar Shaikh, Michael S. Bernstein, John Mitchell

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

1. 其他LLM 12157 篇

Generating and Evolving Reward Functions for Highway Driving with Large Language Models

How Proficient Are Large Language Models in Formal Languages? An In-Depth Insight for Knowledge Base Question Answering

Can ChatGPT Detect DeepFakes? A Study of Using Multimodal Large Language Models for Media Forensics

Interpretable User Satisfaction Estimation for Conversational Systems with Large Language Models

Automating Patch Set Generation from Code Review Comments Using Large Language Models

Language-Specific Neurons: The Key to Multilingual Capabilities in Large Language Models

Eliciting the Priors of Large Language Models using Iterated In-Context Learning

Towards Harnessing Large Language Models for Comprehension of Conversational Grounding

Unsupervised Distractor Generation via Large Language Model Distilling and Counterfactual Contrastive Decoding

Unveiling Linguistic Regions in Large Language Models

Disambiguate Entity Matching using Large Language Models through Relation Discovery

Angry Men, Sad Women: Large Language Models Reflect Gendered Stereotypes in Emotion Attribution

M-RAG: Reinforcing Large Language Model Performance through Retrieval-Augmented Generation with Multiple Partitions

Incremental Comprehension of Garden-Path Sentences by Large Language Models: Semantic Interpretation, Syntactic Re-Analysis, and Attention

Controlled Text Generation for Large Language Model with Dynamic Attribute Graphs

Exploring the Improvement of Evolutionary Computation via Large Language Models

Information Leakage from Embedding in Large Language Models

Social Evolution of Published Text and The Emergence of Artificial Intelligence Through Large Language Models and The Problem of Toxicity and Bias

PACE: Improving Prompt with Actor-Critic Editing for Large Language Model

DoLLM: How Large Language Models Understanding Network Flow Data to Detect Carpet Bombing DDoS

NegativePrompt: Leveraging Psychology for Large Language Models Enhancement via Negative Emotional Stimuli

On-the-Fly Fusion of Large Language Models and Machine Translation

Trojans in Large Language Models of Code: A Critical Review through a Trigger-Based Taxonomy

Comparing LLM prompting with Cross-lingual transfer performance on Indigenous and Low-resource Brazilian Languages

Enhancing Financial Inclusion and Regulatory Challenges: A Critical Analysis of Digital Banks and Alternative Lenders Through Digital Platforms, Machine Learning, and Large Language Models Integration

Gender-specific Machine Translation with Large Language Models

Can Large Language Models Transform Natural Language Intent into Formal Method Postconditions?

rollama: An R package for using generative large language models through Ollama

Using Large Language Models for (De-)Formalization and Natural Argumentation Exercises for Beginner's Students

Social Skill Training with Large Language Models