语言大模型 / LLM - arXivDaily 专题

2405.04652 2024-05-09 cs.HC 89%

AffirmativeAI: Towards LGBTQ+ Friendly Audit Frameworks for Large Language Models

Yinru Long, Zilin Ma, Yiyang Mei, Zhaoyuan Su

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

2404.13236 2024-05-06 cs.DC cs.ET 89%

LLMChain: Blockchain-based Reputation System for Sharing and Evaluating Large Language Models

Mouhamed Amine Bouchiha, Quentin Telnoff, Souhail Bakkali, Ronan Champagnat, Mourad Rabah, Mickaël Coustaty, Yacine Ghamri-Doudane

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

Comments Paper accepted at IEEE 48th Annual Computers, Software, and Applications Conference (COMPSAC) IEEE, Osaka, Japan (2024)

2404.18824 2024-04-30 cs.CL cs.AI cs.LG 89%

Benchmarking Benchmark Leakage in Large Language Models

Ruijie Xu, Zengzhi Wang, Run-Ze Fan, Pengfei Liu

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Comments 30 pages; Homepage: https://gair-nlp.github.io/benbench

2404.18746 2024-04-30 cs.MM cs.CV 89%

Enhancing Interactive Image Retrieval With Query Rewriting Using Large Language Models and Vision Language Models

Hongyi Zhu, Jia-Hong Huang, Stevan Rudinac, Evangelos Kanoulas

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

2404.17607 2024-04-30 cs.IR cs.AI cs.CL cs.LG cs.SI 89%

Utilizing Large Language Models to Identify Reddit Users Considering Vaping Cessation for Digital Interventions

Sai Krishna Revanth Vuruma, Dezhi Wu, Saborny Sen Gupta, Lucas Aust, Valerie Lookingbill, Caleb Henry, Yang Ren, Erin Kasson, Li-Shiun Chen, Patricia Cavazos-Rehg, Dian Hu, Ming Huang

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

2404.16651 2024-04-26 cs.CR 89%

Evolutionary Large Language Models for Hardware Security: A Comparative Survey

Mohammad Akyash, Hadi Mardani Kamali

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

2310.08475 2024-04-19 cs.CL cs.AI cs.CV cs.LG cs.MM 89%

Can We Edit Multimodal Large Language Models?

Siyuan Cheng, Bozhong Tian, Qingbin Liu, Xi Chen, Yongheng Wang, Huajun Chen, Ningyu Zhang

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Comments EMNLP 2023. Add the Exact Match/Accuracy results of Reliability and T-Generality

2306.05836 2024-04-18 cs.CL cs.AI cs.LG 89%

Can Large Language Models Infer Causation from Correlation?

Zhijing Jin, Jiarui Liu, Zhiheng Lyu, Spencer Poff, Mrinmaya Sachan, Rada Mihalcea, Mona Diab, Bernhard Schölkopf

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Comments ICLR 2024

2404.09717 2024-04-16 cs.CL cs.AI cs.LG 89%

Unveiling Imitation Learning: Exploring the Impact of Data Falsity to Large Language Model

Hyunsoo Cho

专题命中评测与基准：language model(title,abstract)；large language model(title)；instruction tuning(abstract)；分类 cs.CL、cs.AI、cs.LG

Comments Under review @ *ACL

2404.09254 2024-04-16 cs.CV 89%

TEXT2TASTE: A Versatile Egocentric Vision System for Intelligent Reading Assistance Using Large Language Model

Wiktor Mucha, Florin Cuconasu, Naome A. Etori, Valia Kalokyri, Giovanni Trappolini

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

Comments Accepted at ICCHP 2024

2401.09432 2024-04-05 cs.CL cs.AI cs.LG 89%

RoleCraft-GLM: Advancing Personalized Role-Playing in Large Language Models

Meiling Tao, Xuechen Liang, Tianyu Shi, Lei Yu, Yiting Xie

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

2403.14801 2024-04-04 q-bio.QM 89%

Assessing the Utility of Large Language Models for Phenotype-Driven Gene Prioritization in Rare Genetic Disorder Diagnosis

Junyoung Kim, Jingye Yang, Kai Wang, Chunhua Weng, Cong Liu

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

Comments 56 pages, 6 figures, 6 tables, 2 supplementary tables

2403.16417 2024-03-26 cs.NE 89%

Leveraging Large Language Model to Generate a Novel Metaheuristic Algorithm with CRISPE Framework

Rui Zhong, Yuefeng Xu, Chao Zhang, Jun Yu

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

Comments 24 pages

2403.15281 2024-03-25 econ.GN q-fin.EC 89%

Measuring Gender and Racial Biases in Large Language Models

Jiafu An, Difang Huang, Chen Lin, Mingzhu Tai

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

2403.13925 2024-03-22 cs.CL cs.AI cs.LG 89%

Reducing Large Language Model Bias with Emphasis on 'Restricted Industries': Automated Dataset Augmentation and Prejudice Quantification

Devam Mondal, Carlo Lipizzi

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

2403.09906 2024-03-18 cs.SE 89%

Reality Bites: Assessing the Realism of Driving Scenarios with Large Language Models

Jiahui Wu, Chengjie Lu, Aitor Arrieta, Tao Yue, Shaukat Ali

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

2403.05156 2024-03-15 cs.CR 89%

On Protecting the Data Privacy of Large Language Models (LLMs): A Survey

Biwei Yan, Kun Li, Minghui Xu, Yueyan Dong, Yue Zhang, Zhaochun Ren, Xiuzhen Cheng

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

Comments 18 pages, 4 figures

2402.12366 2024-02-20 cs.LG cs.AI cs.CL 89%

A Critical Evaluation of AI Feedback for Aligning Large Language Models

Archit Sharma, Sedrick Keh, Eric Mitchell, Chelsea Finn, Kushal Arora, Thomas Kollar

专题命中评测与基准：language model(title,abstract)；large language model(title)；SFT(abstract)；分类 cs.CL、cs.AI、cs.LG

2402.07910 2024-02-14 cs.HC 89%

Experimental Interface for Multimodal and Large Language Model Based Explanations of Educational Recommender Systems

Hasan Abu-Rasheed, Christian Weber, Madjid Fathi

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

2312.14890 2024-02-13 cs.AI cs.CC cs.CL cs.LG 89%

NPHardEval: Dynamic Benchmark on Reasoning Ability of Large Language Models via Complexity Classes

Lizhou Fan, Wenyue Hua, Lingyao Li, Haoyang Ling, Yongfeng Zhang

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Comments 23 pages, 7 figures, 2 tables

2402.05952 2024-02-12 cs.LG cs.AI cs.CL 89%

Advancing Graph Representation Learning with Large Language Models: A Comprehensive Survey of Techniques

Qiheng Mao, Zemin Liu, Chenghao Liu, Zhuo Li, Jianling Sun

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

2402.04088 2024-02-07 cs.CL cs.AI cs.LG stat.AP 89%

The Use of a Large Language Model for Cyberbullying Detection

Bayode Ogunleye, Babitha Dharmaraj

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Comments 14 pages, Journal of Analytics

Journal ref Analytics 2 (2023), no. 3: 694-707

2402.03396 2024-02-07 cs.SE cs.AI cs.CL cs.CR cs.LG 89%

UniTSyn: A Large-Scale Dataset Capable of Enhancing the Prowess of Large Language Models for Program Testing

Yifeng He, Jiabo Huang, Yuyang Rong, Yiwen Guo, Ethan Wang, Hao Chen

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Comments 8 pages, 5 figures

2308.15812 2024-02-07 cs.LG cs.AI cs.CL 89%

Peering Through Preferences: Unraveling Feedback Acquisition for Aligning Large Language Models

Hritik Bansal, John Dang, Aditya Grover

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Comments 31 pages, Accepted to ICLR 2024

2401.13802 2024-01-31 cs.SE cs.AI cs.CL cs.LG 89%

Investigating the Efficacy of Large Language Models for Code Clone Detection

Mohamad Khajezade, Jie JW Wu, Fatemeh Hendijani Fard, Gema Rodríguez-Pérez, Mohamed Sami Shehata

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

2312.09631 2024-01-29 cs.IR 89%

Context-Driven Interactive Query Simulations Based on Generative Large Language Models

Björn Engelmann, Timo Breuer, Jana Isabelle Friese, Philipp Schaer, Norbert Fuhr

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

Comments Accepted at ECIR 2024 (Full Paper)

2401.10529 2024-01-26 cs.CV cs.AI cs.CL cs.LG 89%

Mementos: A Comprehensive Benchmark for Multimodal Large Language Model Reasoning over Image Sequences

Xiyao Wang, Yuhang Zhou, Xiaoyu Liu, Hongjin Lu, Yuancheng Xu, Feihong He, Jaehong Yoon, Taixi Lu, Gedas Bertasius, Mohit Bansal, Huaxiu Yao, Furong Huang

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Comments 27 pages, 23 figures

2401.08329 2024-01-17 cs.HC 89%

Understanding User Experience in Large Language Model Interactions

Jiayin Wang, Weizhi Ma, Peijie Sun, Min Zhang, Jian-Yun Nie

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

Comments 15 pages + 3 page references + 2 page Appendix

2308.03109 2024-01-17 cs.SE 89%

Lost in Translation: A Study of Bugs Introduced by Large Language Models while Translating Code

Rangeet Pan, Ali Reza Ibrahimzada, Rahul Krishna, Divya Sankar, Lambert Pouguem Wassi, Michele Merler, Boris Sobolev, Raju Pavuluri, Saurabh Sinha, Reyhaneh Jabbarvand

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

Comments Published in ICSE 2024

2305.17147 2024-01-12 cs.CL cs.AI cs.HC cs.LG 89%

Heterogeneous Value Alignment Evaluation for Large Language Models

Zhaowei Zhang, Ceyao Zhang, Nian Liu, Siyuan Qi, Ziqi Rong, Song-Chun Zhu, Shuguang Cui, Yaodong Yang

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Comments v3 is the camera-ready version for AAAI-24 Workshop on Public Sector LLMs: Algorithmic and Sociotechnical Design. 7 pages of main content, 1 page of references, 3 pages of appendices, and 7 figures. Our full prompts are released in the repo: https://github.com/zowiezhang/HVAE

1. 评测与基准 32096 篇

AffirmativeAI: Towards LGBTQ+ Friendly Audit Frameworks for Large Language Models

LLMChain: Blockchain-based Reputation System for Sharing and Evaluating Large Language Models

Benchmarking Benchmark Leakage in Large Language Models

Enhancing Interactive Image Retrieval With Query Rewriting Using Large Language Models and Vision Language Models

Utilizing Large Language Models to Identify Reddit Users Considering Vaping Cessation for Digital Interventions

Evolutionary Large Language Models for Hardware Security: A Comparative Survey

Can We Edit Multimodal Large Language Models?

Can Large Language Models Infer Causation from Correlation?

Unveiling Imitation Learning: Exploring the Impact of Data Falsity to Large Language Model

TEXT2TASTE: A Versatile Egocentric Vision System for Intelligent Reading Assistance Using Large Language Model

RoleCraft-GLM: Advancing Personalized Role-Playing in Large Language Models

Assessing the Utility of Large Language Models for Phenotype-Driven Gene Prioritization in Rare Genetic Disorder Diagnosis

Leveraging Large Language Model to Generate a Novel Metaheuristic Algorithm with CRISPE Framework

Measuring Gender and Racial Biases in Large Language Models

Reducing Large Language Model Bias with Emphasis on 'Restricted Industries': Automated Dataset Augmentation and Prejudice Quantification

Reality Bites: Assessing the Realism of Driving Scenarios with Large Language Models

On Protecting the Data Privacy of Large Language Models (LLMs): A Survey

A Critical Evaluation of AI Feedback for Aligning Large Language Models

Experimental Interface for Multimodal and Large Language Model Based Explanations of Educational Recommender Systems

NPHardEval: Dynamic Benchmark on Reasoning Ability of Large Language Models via Complexity Classes

Advancing Graph Representation Learning with Large Language Models: A Comprehensive Survey of Techniques

The Use of a Large Language Model for Cyberbullying Detection

UniTSyn: A Large-Scale Dataset Capable of Enhancing the Prowess of Large Language Models for Program Testing

Peering Through Preferences: Unraveling Feedback Acquisition for Aligning Large Language Models

Investigating the Efficacy of Large Language Models for Code Clone Detection

Context-Driven Interactive Query Simulations Based on Generative Large Language Models

Mementos: A Comprehensive Benchmark for Multimodal Large Language Model Reasoning over Image Sequences

Understanding User Experience in Large Language Model Interactions

Lost in Translation: A Study of Bugs Introduced by Large Language Models while Translating Code

Heterogeneous Value Alignment Evaluation for Large Language Models