语言大模型 / LLM - arXivDaily 专题

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

2404.02421 2024-04-05 cs.CL 88%

Revisiting subword tokenization: A case study on affixal negation in large language models

Thinh Hung Truong, Yulia Otmakhova, Karin Verspoor, Trevor Cohn, Timothy Baldwin

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

Comments NAACL 2024

2403.14541 2024-04-04 cs.CL 88%

EDT: Improving Large Language Models' Generation by Entropy-based Dynamic Temperature Sampling

Shimao Zhang, Yu Bao, Shujian Huang

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

2404.01157 2024-04-02 cs.CL cs.PF 88%

Green AI: Exploring Carbon Footprints, Mitigation Strategies, and Trade Offs in Large Language Model Training

Vivian Liu, Yiqiao Yin

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

2309.06415 2024-04-02 cs.CL cs.CY 88%

Down the Toxicity Rabbit Hole: A Novel Framework to Bias Audit Large Language Models

Arka Dutta, Adel Khorramrouz, Sujan Dutta, Ashiqur R. KhudaBukhsh

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

2303.08014 2024-03-27 cs.CL 88%

Do large language models resemble humans in language use?

Zhenguang G. Cai, Xufeng Duan, David A. Haslett, Shuqi Wang, Martin J. Pickering

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

2403.15451 2024-03-26 cs.CL 88%

Towards Enabling FAIR Dataspaces Using Large Language Models

Benedikt T. Arnold, Johannes Theissen-Lipp, Diego Collarana, Christoph Lange, Sandra Geisler, Edward Curry, Stefan Decker

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

Comments 8 pages. Preprint. Under review

2312.07214 2024-03-22 cs.HC cs.AI cs.RO 88%

Exploring Large Language Models to Facilitate Variable Autonomy for Human-Robot Teaming

Younes Lakhnati, Max Pascher, Jens Gerken

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

Comments Frontiers in Robotics and AI, Variable Autonomy for Human-Robot Teaming

Journal ref Front. Robot. AI 11:1347538 2024

2403.13193 2024-03-21 cs.CR cs.AI 88%

A Study of Vulnerability Repair in JavaScript Programs with Large Language Models

Tan Khang Le, Saba Alimadadi, Steven Y. Ko

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

Comments camera-ready version accepted to the short paper track at WWW'24

1. 其他LLM 12266 篇

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

Revisiting subword tokenization: A case study on affixal negation in large language models

EDT: Improving Large Language Models' Generation by Entropy-based Dynamic Temperature Sampling

Green AI: Exploring Carbon Footprints, Mitigation Strategies, and Trade Offs in Large Language Model Training

Down the Toxicity Rabbit Hole: A Novel Framework to Bias Audit Large Language Models

Do large language models resemble humans in language use?

Towards Enabling FAIR Dataspaces Using Large Language Models

Exploring Large Language Models to Facilitate Variable Autonomy for Human-Robot Teaming

A Study of Vulnerability Repair in JavaScript Programs with Large Language Models