Artificial Intelligence

Authors and titles for cs.AI in Dec 2023

[1]  arXiv:2312.00326 [pdf, other]

Title: Agent-OM: Leveraging LLM Agents for Ontology Matching

Authors: Zhangcheng Qiang, Weiqing Wang, Kerry Taylor

Comments: 14 pages, 10 figures, 7 tables

Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Information Retrieval (cs.IR)

[2]  arXiv:2312.00332 [pdf, other]

Title: Matching Weak Informative Ontologies

Authors: Peng Wang

Subjects: Artificial Intelligence (cs.AI)

[3]  arXiv:2312.00333 [pdf, other]

Title: Green Edge AI: A Contemporary Survey

Authors: Yuyi Mao, Xianghao Yu, Kaibin Huang, Ying-Jun Angela Zhang, Jun Zhang

Comments: 26 pages, 7 figures, 5 tables, submitted to IEEE for possible publication

Subjects: Artificial Intelligence (cs.AI); Information Theory (cs.IT); Networking and Internet Architecture (cs.NI)

[4]  arXiv:2312.00380 [pdf, other]

Title: Enhancing Explainability in Mobility Data Science through a combination of methods

Authors: Georgios Makridis, Vasileios Koukos, Georgios Fatouros, Dimosthenis Kyriazis

Subjects: Artificial Intelligence (cs.AI)

[5]  arXiv:2312.00455 [pdf, ps, other]

Title: Meta-Diversity Search in Complex Systems, A Recipe for Artificial Open-Endedness ?

Authors: Mayalen Etcheverry (Flowers), Bert Wang-Chak Chan, Clément Moulin-Frier (Flowers), Pierre-Yves Oudeyer (Flowers)

Subjects: Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Cellular Automata and Lattice Gases (nlin.CG)

[6]  arXiv:2312.00746 [pdf, other]

Title: Deciphering Digital Detectives: Understanding LLM Behaviors and Capabilities in Multi-Agent Mystery Games

Authors: Dekun Wu, Haochen Shi, Zhiyuan Sun, Bang Liu

Subjects: Artificial Intelligence (cs.AI)

[7]  arXiv:2312.00793 [pdf, other]

Title: Variants of Tagged Sentential Decision Diagrams

Authors: Deyuan Zhong, Mingwei Zhang, Quanlong Guan, Liangda Fang, Zhaorong Lai, Yong Lai

Subjects: Artificial Intelligence (cs.AI); Logic in Computer Science (cs.LO)

[8]  arXiv:2312.00798 [pdf, other]

Title: A Turing Test: Are AI Chatbots Behaviorally Similar to Humans?

Authors: Qiaozhu Mei, Yutong Xie, Walter Yuan, Matthew O. Jackson

Subjects: Artificial Intelligence (cs.AI)

[9]  arXiv:2312.00808 [pdf, other]

Title: Transforming organic chemistry research paradigms: moving from manual efforts to the intersection of automation and artificial intelligence

Authors: Chengchun Liu, Yuntian Chen, Fanyang Mo

Subjects: Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Robotics (cs.RO)

[10]  arXiv:2312.00812 [pdf, other]

Title: Empowering Autonomous Driving with Large Language Models: A Safety Perspective

Authors: Yixuan Wang, Ruochen Jiao, Sinong Simon Zhan, Chengtian Lang, Chao Huang, Zhaoran Wang, Zhuoran Yang, Qi Zhu

Comments: Accepted to LLMAgent workshop @ICLR2024

Subjects: Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Systems and Control (eess.SY)

[11]  arXiv:2312.01090 [pdf, other]

Title: Self Generated Wargame AI: Double Layer Agent Task Planning Based on Large Language Model

Authors: Y.Sun, J.Zhao, C.Yu, W.Wang, X.Zhou

Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL)

[12]  arXiv:2312.01109 [pdf, other]

Title: Kattis vs. ChatGPT: Assessment and Evaluation of Programming Tasks in the Age of Artificial Intelligence

Authors: Nora Dunder, Saga Lundborg, Olga Viberg, Jacqueline Wong

Comments: 10 pages, 2 figures, 3 tables. (Pre-print). Final version to be submitted to ACM Journals. LAK2024, March,18-22, 2024, Kyoto, Japan

Subjects: Artificial Intelligence (cs.AI); Computers and Society (cs.CY); Software Engineering (cs.SE)

[13]  arXiv:2312.01276 [pdf, ps, other]

Title: Running cognitive evaluations on large language models: The do's and the don'ts

Authors: Anna A. Ivanova

Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL)

[14]  arXiv:2312.01350 [pdf, other]

Title: Honesty Is the Best Policy: Defining and Mitigating AI Deception

Authors: Francis Rhys Ward, Francesco Belardinelli, Francesca Toni, Tom Everitt

Comments: Accepted as a spotlight at the 37th Conference on Neural Information Processing Systems (NeurIPS 2023)

Subjects: Artificial Intelligence (cs.AI)

[15]  arXiv:2312.01520 [pdf, other]

Title: Entropy and the Kullback-Leibler Divergence for Bayesian Networks: Computational Complexity and Efficient Implementation

Authors: Marco Scutari

Comments: 32 pages, 4 figures

Journal-ref: Algorithms (2024), 17(1), 24

Subjects: Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Computation (stat.CO); Machine Learning (stat.ML)

[16]  arXiv:2312.01521 [pdf, other]

Title: Neural Markov Prolog

Authors: Alexander Thomson, David Page

Comments: 13 pages, 4 figures

Subjects: Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Programming Languages (cs.PL)

[17]  arXiv:2312.01555 [pdf, other]

Title: Explainable AI is Responsible AI: How Explainability Creates Trustworthy and Socially Responsible Artificial Intelligence

Authors: Stephanie Baker, Wei Xiang

Comments: 35 pages, 7 figures (figures 3-6 include subfigures)

Subjects: Artificial Intelligence (cs.AI); Computers and Society (cs.CY); Machine Learning (cs.LG)

[18]  arXiv:2312.01601 [pdf, other]

Title: Local-Global History-aware Contrastive Learning for Temporal Knowledge Graph Reasoning

Authors: Wei Chen, Huaiyu Wan, Yuting Wu, Shuyuan Zhao, Jiayaqi Cheng, Yuxin Li, Youfang Lin

Comments: 14 pages, Accept ICDE2024

Subjects: Artificial Intelligence (cs.AI)

[19]  arXiv:2312.01648 [pdf, other]

Title: Characterizing Large Language Model Geometry Solves Toxicity Detection and Generation

Authors: Randall Balestriero, Romain Cosentino, Sarath Shekkizhar

Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG)

[20]  arXiv:2312.01678 [pdf, other]

Title: Jellyfish: A Large Language Model for Data Preprocessing

Authors: Haochen Zhang, Yuyang Dong, Chuan Xiao, Masafumi Oyamada

Comments: a.k.a. "Jellyfish: Instruction-Tuning Local Large Language Models for Data Preprocessing''

Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Databases (cs.DB); Machine Learning (cs.LG)

[21]  arXiv:2312.01818 [pdf, other]

Title: Learning Machine Morality through Experience and Interaction

Authors: Elizaveta Tennant, Stephen Hailes, Mirco Musolesi

Subjects: Artificial Intelligence (cs.AI); Computers and Society (cs.CY); Machine Learning (cs.LG); Multiagent Systems (cs.MA)

[22]  arXiv:2312.01959 [pdf, other]

Title: Learning-Based Approaches to Predictive Monitoring with Conformal Statistical Guarantees

Authors: Francesca Cairoli, Luca Bortolussi, Nicola Paoletti

Subjects: Artificial Intelligence (cs.AI); Machine Learning (cs.LG)

[23]  arXiv:2312.02091 [pdf, other]

Title: Physics simulation capabilities of LLMs

Authors: Mohamad Ali-Dib, Kristen Menou

Comments: To be submitted. Abridged abstract. 15 pages + appendix, 1 figure. Comments are welcome

Subjects: Artificial Intelligence (cs.AI); Earth and Planetary Astrophysics (astro-ph.EP); Instrumentation and Methods for Astrophysics (astro-ph.IM); Solar and Stellar Astrophysics (astro-ph.SR); Data Analysis, Statistics and Probability (physics.data-an)

[24]  arXiv:2312.02206 [pdf, other]

Title: Axiomatic Preference Modeling for Longform Question Answering

Authors: Corby Rosset, Guoqing Zheng, Victor Dibia, Ahmed Awadallah, Paul Bennett

Comments: Accepted to EMNLP 2023

Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL)

[25]  arXiv:2312.02231 [pdf, other]

Title: Quality Diversity in the Amorphous Fortress (QD-AF): Evolving for Complexity in 0-Player Games

Authors: Sam Earle, M Charity, Dipika Rajesh, Mayu Wilson, Julian Togelius

Comments: 18 pages, 7 figures, ALOE workship at NeurIPS 2023

Subjects: Artificial Intelligence (cs.AI); Multiagent Systems (cs.MA)