语言大模型 / LLM - arXivDaily 专题

2410.07176 2025-06-03 cs.CL cs.AI cs.LG 90%

Astute RAG: Overcoming Imperfect Retrieval Augmentation and Knowledge Conflicts for Large Language Models

Fei Wang, Xingchen Wan, Ruoxi Sun, Jiefeng Chen, Sercan Ö. Arık

机构 * Google Cloud AI Research（谷歌云人工智能研究）； University of Southern California（南加州大学）

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

Comments ACL 2025 main conference

2505.09945 2025-05-16 cs.CL cs.AI cs.LG 90%

Personalizing Large Language Models using Retrieval Augmented Generation and Knowledge Graph

Deeksha Prahlad, Chanhee Lee, Dongha Kim, Hokeun Kim

机构 * Arizona State University（亚利桑那州立大学）

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

Comments To appear in the Companion Proceedings of the ACM Web Conference 2025 (WWW Companion '25)

2504.16877 2025-04-24 cs.SE 90%

Context-Enhanced Vulnerability Detection Based on Large Language Model

Yixin Yang, Bowen Xu, Xiang Gao, Hailong Sun

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

2504.04520 2025-04-08 cs.LG cs.AI cs.CL 90%

Hessian of Perplexity for Large Language Models by PyTorch autograd (Open Source)

Ivan Ilin

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

Comments 15 pages, 3 figures, open source code on GitHub

2504.02055 2025-04-04 cs.DB 90%

MageSQL: Enhancing In-context Learning for Text-to-SQL Applications with Large Language Models

Chen Shen, Jin Wang, Sajjadur Rahman, Eser Kandogan

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

2503.19260 2025-03-26 cs.CL cs.AI cs.LG 90%

Linguistic Blind Spots of Large Language Models

Jiali Cheng, Hadi Amiri

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

Comments NAACL 2025 Cognitive Modeling and Computational Linguistics Workshop

Journal ref NAACL 2025 CMCL Workshop

2411.12951 2025-03-18 cs.CV 90%

On the Consistency of Video Large Language Models in Temporal Comprehension

Minjoon Jung, Junbin Xiao, Byoung-Tak Zhang, Angela Yao

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

Comments Accepted to CVPR'25

2404.09952 2025-03-10 cs.SE 90%

LLMorpheus: Mutation Testing using Large Language Models

Frank Tip, Jonathan Bell, Max Schaefer

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

2503.03800 2025-03-07 cs.MA cs.AI cs.CL cs.LG 90%

Multi-Agent Systems Powered by Large Language Models: Applications in Swarm Intelligence

Cristian Jimenez-Romero, Alper Yegenoglu, Christian Blum

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

2503.00681 2025-03-04 cs.HC 90%

From Prompting to Partnering: Personalization Features for Human-LLM Interactions

Si Thu, A. Baki Kocaballi

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

2406.11785 2025-02-18 cs.CL cs.AI cs.LG 90%

CELL your Model: Contrastive Explanations for Large Language Models

Ronny Luss, Erik Miehling, Amit Dhurandhar

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

2312.17256 2025-02-18 cs.CL cs.AI cs.HC cs.IR cs.LG 90%

From Bytes to Biases: Investigating the Cultural Self-Perception of Large Language Models

Wolfgang Messner, Tatum Greene, Josephine Matalone

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

Comments 20 pages, 3 tables, 4 figures; Online Supplement: 10 pages, 5 tables, 3 figures

Journal ref Journal of Public Policy & Marketing, 2025

2501.08421 2025-01-16 eess.AS cs.AI cs.CL cs.LG cs.SD 90%

SEAL: Speaker Error Correction using Acoustic-conditioned Large Language Models

Anurag Kumar, Rohit Paturi, Amber Afshan, Sundararajan Srinivasan

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

Comments Accepted at ICASSP 2025

2412.05145 2024-12-09 cs.CL cs.AI cs.LG 90%

Explingo: Explaining AI Predictions using Large Language Models

Alexandra Zytek, Sara Pido, Sarah Alnegheimish, Laure Berti-Equille, Kalyan Veeramachaneni

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

Comments To be presented in the 2024 IEEE International Conference on Big Data (IEEE BigData)

2311.16169 2024-10-24 cs.CR cs.PL cs.SE 90%

Understanding the Effectiveness of Large Language Models in Detecting Security Vulnerabilities

Avishree Khare, Saikat Dutta, Ziyang Li, Alaia Solko-Breslin, Rajeev Alur, Mayur Naik

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

2409.13686 2024-10-23 cs.CL cs.AI cs.CY cs.DL cs.LG 90%

The Impact of Large Language Models in Academia: from Writing to Speaking

Mingmeng Geng, Caixi Chen, Yanru Wu, Dongping Chen, Yao Wan, Pan Zhou

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

Comments 23 pages

2410.10665 2024-10-15 cs.CL cs.AI cs.LG econ.GN q-fin.EC 90%

Double Jeopardy and Climate Impact in the Use of Large Language Models: Socio-economic Disparities and Reduced Utility for Non-English Speakers

Aivin V. Solatorio, Gabriel Stefanini Vicente, Holly Krambeck, Olivier Dupriez

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

Comments Project GitHub repository at https://github.com/worldbank/double-jeopardy-in-llms

2402.02680 2024-10-08 cs.CL cs.AI cs.CY cs.LG 90%

Large Language Models are Geographically Biased

Rohin Manvi, Samar Khanna, Marshall Burke, David Lobell, Stefano Ermon

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

2409.19886 2024-10-01 cs.LG cs.AI cs.CL 90%

RouterDC: Query-Based Router by Dual Contrastive Learning for Assembling Large Language Models

Shuhao Chen, Weisen Jiang, Baijiong Lin, James T. Kwok, Yu Zhang

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

Comments Accepted by NeurIPS 2024

2409.12903 2024-09-23 cs.CL cs.AI cs.LG 90%

Scaling Smart: Accelerating Large Language Model Pre-training with Small Model Initialization

Mohammad Samragh, Iman Mirzadeh, Keivan Alizadeh Vahid, Fartash Faghri, Minsik Cho, Moin Nabi, Devang Naik, Mehrdad Farajtabar

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

2409.12880 2024-09-20 cs.CL cs.AI cs.LG 90%

Enhancing E-commerce Product Title Translation with Retrieval-Augmented Generation and Large Language Models

Bryan Zhang, Taichi Nakatani, Stephan Walter

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

Comments 6 Pages,In Proceedings of ACM CIKM Workshop on Data-Centric AI (CIKM DCAI 2024)

2409.07732 2024-09-16 cs.LG cs.AI cs.CL 90%

Large Language Models are Pattern Matchers: Editing Semi-Structured and Structured Documents with ChatGPT

Irene Weber

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

Journal ref AKWI Jahrestagung 2024, Lecture Notes in Informatics (LNI) Bd. 357 (2024)

2407.17478 2024-09-10 cs.HC cs.AI cs.CL cs.CY cs.LG 90%

LLM4PM: A case study on using Large Language Models for Process Modeling in Enterprise Organizations

Clara Ziche, Giovanni Apruzzese

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

Comments 10 pages, 6 figures

Journal ref Business Process Management: Blockchain, Robotic Process Automation, Central and Eastern European, Educators and Industry Forum. BPM 2024

2406.10269 2024-08-06 cs.CL cs.AI cs.LG 90%

Markov Constraint as Large Language Model Surrogate

Alexandre Bonlarron, Jean-Charles Régin

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

Comments To appear at The 33rd International Joint Conference on Artificial Intelligence, IJCAI-24 (in press)

Journal ref Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence Main Track. Pages 1844-1852. Year 2024

2408.00162 2024-08-02 cs.CY cs.AI cs.CL cs.LG 90%

A Taxonomy of Stereotype Content in Large Language Models

Gandalf Nicolas, Aylin Caliskan

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

2406.17163 2024-06-26 cs.CL cs.AI cs.LG 90%

Paraphrase and Aggregate with Large Language Models for Minimizing Intent Classification Errors

Vikas Yadav, Zheng Tang, Vijay Srinivasan

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

Comments Accepted at SIGIR 2024

2406.13787 2024-06-21 cs.RO cs.CV 90%

LIT: Large Language Model Driven Intention Tracking for Proactive Human-Robot Collaboration -- A Robot Sous-Chef Application

Zhe Huang, John Pohovey, Ananya Yammanuru, Katherine Driggs-Campbell

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

Comments Spotlight Presentation at the 3rd Workshop on Computer Vision in the Wild at CVPR 2024. Also accepted by the 5th Annual Embodied AI Workshop at CVPR 2024

2402.13542 2024-06-05 cs.CL cs.AI cs.IR cs.LG 90%

ARL2: Aligning Retrievers for Black-box Large Language Models via Self-guided Adaptive Relevance Labeling

Lingxi Zhang, Yue Yu, Kuan Wang, Chao Zhang

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

Comments ACL 2024

Journal ref ACL 2024

2405.20347 2024-06-03 cs.CL cs.AI cs.LG 90%

Small Language Models for Application Interactions: A Case Study

Beibin Li, Yi Zhang, Sébastien Bubeck, Jeevan Pathuri, Ishai Menache

专题命中其他LLM ：language model(title,abstract)；small language model(title,abstract)；SLM(abstract)；分类 cs.CL、cs.AI、cs.LG

2405.19648 2024-05-31 cs.CL cs.AI cs.LG 90%

Detecting Hallucinations in Large Language Model Generation: A Token Probability Approach

Ernesto Quevedo, Jorge Yero, Rachel Koerner, Pablo Rivas, Tomas Cerny

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

Comments ICAI'24 - The 26th Int'l Conf on Artificial Intelligence

1. 其他LLM 12169 篇

Astute RAG: Overcoming Imperfect Retrieval Augmentation and Knowledge Conflicts for Large Language Models

Personalizing Large Language Models using Retrieval Augmented Generation and Knowledge Graph

Context-Enhanced Vulnerability Detection Based on Large Language Model

Hessian of Perplexity for Large Language Models by PyTorch autograd (Open Source)

MageSQL: Enhancing In-context Learning for Text-to-SQL Applications with Large Language Models

Linguistic Blind Spots of Large Language Models

On the Consistency of Video Large Language Models in Temporal Comprehension

LLMorpheus: Mutation Testing using Large Language Models

Multi-Agent Systems Powered by Large Language Models: Applications in Swarm Intelligence

From Prompting to Partnering: Personalization Features for Human-LLM Interactions

CELL your Model: Contrastive Explanations for Large Language Models

From Bytes to Biases: Investigating the Cultural Self-Perception of Large Language Models

SEAL: Speaker Error Correction using Acoustic-conditioned Large Language Models

Explingo: Explaining AI Predictions using Large Language Models

Understanding the Effectiveness of Large Language Models in Detecting Security Vulnerabilities

The Impact of Large Language Models in Academia: from Writing to Speaking

Double Jeopardy and Climate Impact in the Use of Large Language Models: Socio-economic Disparities and Reduced Utility for Non-English Speakers

Large Language Models are Geographically Biased

RouterDC: Query-Based Router by Dual Contrastive Learning for Assembling Large Language Models

Scaling Smart: Accelerating Large Language Model Pre-training with Small Model Initialization

Enhancing E-commerce Product Title Translation with Retrieval-Augmented Generation and Large Language Models

Large Language Models are Pattern Matchers: Editing Semi-Structured and Structured Documents with ChatGPT

LLM4PM: A case study on using Large Language Models for Process Modeling in Enterprise Organizations

Markov Constraint as Large Language Model Surrogate

A Taxonomy of Stereotype Content in Large Language Models

Paraphrase and Aggregate with Large Language Models for Minimizing Intent Classification Errors

LIT: Large Language Model Driven Intention Tracking for Proactive Human-Robot Collaboration -- A Robot Sous-Chef Application

ARL2: Aligning Retrievers for Black-box Large Language Models via Self-guided Adaptive Relevance Labeling

Small Language Models for Application Interactions: A Case Study

Detecting Hallucinations in Large Language Model Generation: A Token Probability Approach