Artificial Intelligence

Authors and titles for recent submissions

• Mon, 6 May 2024
• Fri, 3 May 2024
• Thu, 2 May 2024
• Wed, 1 May 2024
• Tue, 30 Apr 2024

Mon, 6 May 2024 (showing first 50 of 99 entries)

[1]  arXiv:2405.02148 [pdf, ps, other]

Title: Towards a Formal Creativity Theory: Preliminary results in Novelty and Transformativeness

Authors: Luís Espírito Santo, Geraint Wiggins, Amílcar Cardoso

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

[2]  arXiv:2405.02105 [pdf, other]

Title: Evaluating Large Language Models for Structured Science Summarization in the Open Research Knowledge Graph

Authors: Vladyslav Nechakhin, Jennifer D'Souza, Steffen Eger

Comments: 22 pages, 11 figures. In review at this https URL

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

[3]  arXiv:2405.02083 [pdf, other]

Title: A semantic loss for ontology classification

Authors: Simon Flügel, Martin Glauer, Till Mossakowski, Fabian Neuhaus

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

[4]  arXiv:2405.01983 [pdf, other]

Title: Model-based reinforcement learning for protein backbone design

Authors: Frederic Renard, Cyprien Courtot, Alfredo Reichlin, Oliver Bent

Subjects: Artificial Intelligence (cs.AI); Biomolecules (q-bio.BM)

[5]  arXiv:2405.01906 [pdf, other]

Title: Instance-Conditioned Adaptation for Large-scale Generalization of Neural Combinatorial Optimization

Authors: Changliang Zhou, Xi Lin, Zhenkun Wang, Xialiang Tong, Mingxuan Yuan, Qingfu Zhang

Comments: 17 pages, 6 figures

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

[6]  arXiv:2405.01840 [pdf, ps, other]

Title: An Essay concerning machine understanding

Authors: Herbert L. Roitblat

Subjects: Artificial Intelligence (cs.AI)

[7]  arXiv:2405.01839 [pdf, other]

Title: SocialGFs: Learning Social Gradient Fields for Multi-Agent Reinforcement Learning

Authors: Qian Long, Fangwei Zhong, Mingdong Wu, Yizhou Wang, Song-Chun Zhu

Comments: AAAI 2024 Cooperative Multi-Agent Systems Decision-Making and Learning (CMASDL) Workshop

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

[8]  arXiv:2405.01810 [pdf, other]

Title: Non-linear Welfare-Aware Strategic Learning

Authors: Tian Xie, Xueru Zhang

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

[9]  arXiv:2405.01797 [pdf, other]

Title: Learning under Imitative Strategic Behavior with Unforeseeable Outcomes

Authors: Tian Xie, Zhiqun Zuo, Mohammad Mahdi Khalili, Xueru Zhang

Subjects: Artificial Intelligence (cs.AI)

[10]  arXiv:2405.01745 [pdf, other]

Title: Large Language Models for UAVs: Current State and Pathways to the Future

Authors: Shumaila Javaid, Nasir Saeed, Bin He

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

[11]  arXiv:2405.01585 [pdf, other]

Title: Tabular Embedding Model (TEM): Finetuning Embedding Models For Tabular RAG Applications

Authors: Sujit Khanna, Shishir Subedi

Comments: 11 pages, 5 figures

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

[12]  arXiv:2405.01540 [pdf, other]

Title: Universal Imitation Games

Authors: Sridhar Mahadevan

Comments: 98 pages. arXiv admin note: substantial text overlap with arXiv:2402.18732

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

[13]  arXiv:2405.02287 (cross-list from cs.CL) [pdf, other]

Title: Vibe-Eval: A hard evaluation suite for measuring progress of multimodal language models

Authors: Piotr Padlewski, Max Bain, Matthew Henderson, Zhongkai Zhu, Nishant Relan, Hai Pham, Donovan Ong, Kaloyan Aleksiev, Aitor Ormazabal, Samuel Phua, Ethan Yeo, Eugenie Lamprecht, Qi Liu, Yuqi Wang, Eric Chen, Deyu Fu, Lei Li, Che Zheng, Cyprien de Masson d'Autume, Dani Yogatama, Mikel Artetxe, Yi Tay

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)

[14]  arXiv:2405.02246 (cross-list from cs.CV) [pdf, other]

Title: What matters when building vision-language models?

Authors: Hugo Laurençon, Léo Tronchon, Matthieu Cord, Victor Sanh

Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)

[15]  arXiv:2405.02228 (cross-list from cs.CL) [pdf, other]

Title: REASONS: A benchmark for REtrieval and Automated citationS Of scieNtific Sentences using Public and Proprietary LLMs

Authors: Deepa Tilwani, Yash Saxena, Ali Mohammadi, Edward Raff, Amit Sheth, Srinivasan Parthasarathy, Manas Gaur

Comments: Submitted to ACL ARR April 2024

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

[16]  arXiv:2405.02225 (cross-list from stat.ML) [pdf, other]

Title: Fair Risk Control: A Generalized Framework for Calibrating Multi-group Fairness Risks

Authors: Lujing Zhang, Aaron Roth, Linjun Zhang

Comments: 28 pages, 8 figures, accepted by ICML2024

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

[17]  arXiv:2405.02213 (cross-list from cs.SE) [pdf, other]

Title: Automatic Programming: Large Language Models and Beyond

Authors: Michael R. Lyu, Baishakhi Ray, Abhik Roychoudhury, Shin Hwei Tan, Patanamon Thongtanunam

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

[18]  arXiv:2405.02188 (cross-list from stat.ML) [pdf, other]

Title: Optimistic Regret Bounds for Online Learning in Adversarial Markov Decision Processes

Authors: Sang Bin Moon, Abolfazl Hashemi

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

[19]  arXiv:2405.02178 (cross-list from cs.CL) [pdf, other]

Title: Assessing and Verifying Task Utility in LLM-Powered Applications

Authors: Negar Arabzadeh, Siging Huo, Nikhil Mehta, Qinqyun Wu, Chi Wang, Ahmed Awadallah, Charles L. A. Clarke, Julia Kiseleva

Comments: arXiv admin note: text overlap with arXiv:2402.09015

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

[20]  arXiv:2405.02175 (cross-list from cs.CL) [pdf, other]

Title: Hoaxpedia: A Unified Wikipedia Hoax Articles Dataset

Authors: Hsuvas Borkakoty, Luis Espinosa-Anke

Comments: Short paper

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

[21]  arXiv:2405.02165 (cross-list from cs.CL) [pdf, other]

Title: EEG2TEXT: Open Vocabulary EEG-to-Text Decoding with EEG Pre-Training and Multi-View Transformer

Authors: Hanwen Liu, Daniel Hajialigol, Benny Antony, Aiguo Han, Xuan Wang

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

[22]  arXiv:2405.02162 (cross-list from cs.CV) [pdf, other]

Title: Mapping the Unseen: Unified Promptable Panoptic Mapping with Dynamic Labeling using Foundation Models

Authors: Mohamad Al Mdfaa, Raghad Salameh, Sergey Zagoruyko, Gonzalo Ferrer

Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Robotics (cs.RO)

[23]  arXiv:2405.02161 (cross-list from cs.LG) [pdf, other]

Title: Simulating the economic impact of rationality through reinforcement learning and agent-based modelling

Authors: Simone Brusatin, Tommaso Padoan, Andrea Coletta, Domenico Delli Gatti, Aldo Glielmo

Comments: 8 pages, 4 figures

Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computational Engineering, Finance, and Science (cs.CE); Multiagent Systems (cs.MA); General Economics (econ.GN)

[24]  arXiv:2405.02151 (cross-list from cs.SD) [pdf, other]

Title: GMP-ATL: Gender-augmented Multi-scale Pseudo-label Enhanced Adaptive Transfer Learning for Speech Emotion Recognition via HuBERT

Authors: Yu Pan, Yuguang Yang, Heng Lu, Lei Ma, Jianjun Zhao

Subjects: Sound (cs.SD); Artificial Intelligence (cs.AI); Audio and Speech Processing (eess.AS)

[25]  arXiv:2405.02131 (cross-list from eess.SP) [pdf, other]

Title: Physics-informed generative neural networks for RF propagation prediction with application to indoor body perception

Authors: Federica Fieramosca, Vittorio Rampa, Michele D'Amico, Stefano Savazzi

Subjects: Signal Processing (eess.SP); Artificial Intelligence (cs.AI); Systems and Control (eess.SY)

[26]  arXiv:2405.02124 (cross-list from eess.AS) [pdf, other]

Title: TIPAA-SSL: Text Independent Phone-to-Audio Alignment based on Self-Supervised Learning and Knowledge Transfer

Authors: Noé Tits, Prernna Bhatnagar, Thierry Dutoit

Subjects: Audio and Speech Processing (eess.AS); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG)

[27]  arXiv:2405.02095 (cross-list from cs.SE) [pdf, ps, other]

Title: Advanced Detection of Source Code Clones via an Ensemble of Unsupervised Similarity Measures

Authors: Jorge Martinez-Gil

Subjects: Software Engineering (cs.SE); Artificial Intelligence (cs.AI)

[28]  arXiv:2405.02082 (cross-list from stat.ML) [pdf, ps, other]

Title: A comparative study of conformal prediction methods for valid uncertainty quantification in machine learning

Authors: Nicolas Dewolf

Comments: At 339 pages, this document is a live/working version of my PhD dissertation published in 2024 by the University of Ghent (UGent)

Subjects: Machine Learning (stat.ML); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Statistics Theory (math.ST)

[29]  arXiv:2405.02079 (cross-list from cs.CL) [pdf, other]

Title: Argumentative Large Language Models for Explainable and Contestable Decision-Making

Authors: Gabriel Freedman, Adam Dejl, Deniz Gorur, Xiang Yin, Antonio Rago, Francesca Toni

Comments: 19 pages, 17 figures

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

[30]  arXiv:2405.02048 (cross-list from cs.IR) [pdf, ps, other]

Title: Comparative Analysis of Retrieval Systems in the Real World

Authors: Dmytro Mozolevskyi, Waseem AlShikh

Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI)

[31]  arXiv:2405.02044 (cross-list from cs.LG) [pdf, other]

Title: Zero-Sum Positional Differential Games as a Framework for Robust Reinforcement Learning: Deep Q-Learning Approach

Authors: Anton Plaksin, Vitaly Kalev

Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computer Science and Game Theory (cs.GT); Systems and Control (eess.SY); Optimization and Control (math.OC)

[32]  arXiv:2405.02024 (cross-list from cs.CL) [pdf, other]

Title: Analyzing Narrative Processing in Large Language Models (LLMs): Using GPT4 to test BERT

Authors: Patrick Krauss, Jannik Hösch, Claus Metzner, Andreas Maier, Peter Uhrig, Achim Schilling

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

[33]  arXiv:2405.02016 (cross-list from cs.SI) [pdf, other]

Title: Adversarial Botometer: Adversarial Analysis for Social Bot Detection

Authors: Shaghayegh Najari, Davood Rafiee, Mostafa Salehi, Reza Farahbakhsh

Subjects: Social and Information Networks (cs.SI); Artificial Intelligence (cs.AI); Human-Computer Interaction (cs.HC)

[34]  arXiv:2405.01997 (cross-list from cs.CL) [pdf, ps, other]

Title: Exploring Combinatorial Problem Solving with Large Language Models: A Case Study on the Travelling Salesman Problem Using GPT-3.5 Turbo

Authors: Mahmoud Masoud, Ahmed Abdelhay, Mohammed Elhenawy

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

[35]  arXiv:2405.01988 (cross-list from cs.SD) [pdf, other]

Title: Joint sentiment analysis of lyrics and audio in music

Authors: Lea Schaab, Anna Kruspe

Comments: published at DAGA 2024

Subjects: Sound (cs.SD); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS)

[36]  arXiv:2405.01984 (cross-list from math.OC) [pdf, other]

Title: A Penalty-Based Guardrail Algorithm for Non-Decreasing Optimization with Inequality Constraints

Authors: Ksenija Stepanovic, Wendelin Böhmer, Mathijs de Weerdt

Subjects: Optimization and Control (math.OC); Artificial Intelligence (cs.AI)

[37]  arXiv:2405.01974 (cross-list from cs.LG) [pdf, other]

Title: Multitask Extension of Geometrically Aligned Transfer Encoder

Authors: Sung Moon Ko, Sumin Lee, Dae-Woong Jeong, Hyunseung Kim, Chanhui Lee, Soorin Yim, Sehui Han

Comments: 7 pages, 3 figures, 2 tables

Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Quantitative Methods (q-bio.QM)

[38]  arXiv:2405.01963 (cross-list from cs.CR) [pdf, other]

Title: From Attack to Defense: Insights into Deep Learning Security Measures in Black-Box Settings

Authors: Firuz Juraev, Mohammed Abuhamad, Eric Chan-Tin, George K. Thiruvathukal, Tamer Abuhmed

Subjects: Cryptography and Security (cs.CR); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)

[39]  arXiv:2405.01952 (cross-list from stat.ML) [pdf, other]

Title: Three Quantization Regimes for ReLU Networks

Authors: Weigutian Ou, Philipp Schenkel, Helmut Bölcskei

Subjects: Machine Learning (stat.ML); Artificial Intelligence (cs.AI); Information Theory (cs.IT); Machine Learning (cs.LG)

[40]  arXiv:2405.01943 (cross-list from cs.CL) [pdf, other]

Title: Dependency-Aware Semi-Structured Sparsity of GLU Variants in Large Language Models

Authors: Zhiyu Guo, Hidetaka Kamigaito, Taro Wanatnabe

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

[41]  arXiv:2405.01934 (cross-list from cs.CV) [pdf, other]

Title: Impact of Architectural Modifications on Deep Learning Adversarial Robustness

Authors: Firuz Juraev, Mohammed Abuhamad, Simon S. Woo, George K Thiruvathukal, Tamer Abuhmed

Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Cryptography and Security (cs.CR); Machine Learning (cs.LG)

[42]  arXiv:2405.01924 (cross-list from cs.CL) [pdf, other]

Title: Semi-Parametric Retrieval via Binary Token Index

Authors: Jiawei Zhou, Li Dong, Furu Wei, Lei Chen

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

[43]  arXiv:2405.01886 (cross-list from cs.CL) [pdf, other]

Title: Aloe: A Family of Fine-tuned Open Healthcare LLMs

Authors: Ashwin Kumar Gururajan, Enrique Lopez-Cuena, Jordi Bayarri-Planas, Adrian Tormos, Daniel Hinjos, Pablo Bernabeu-Perez, Anna Arias-Duart, Pablo Agustin Martin-Torres, Lucia Urcelay-Ganzabal, Marta Gonzalez-Mallo, Sergio Alvarez-Napagao, Eduard Ayguadé-Parra, Ulises Cortés Dario Garcia-Gasulla

Comments: Five appendix

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

[44]  arXiv:2405.01882 (cross-list from cs.RO) [pdf, other]

Title: Millimeter Wave Radar-based Human Activity Recognition for Healthcare Monitoring Robot

Authors: Zhanzhong Gu, Xiangjian He, Gengfa Fang, Chengpei Xu, Feng Xia, Wenjing Jia

Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI); Signal Processing (eess.SP)

[45]  arXiv:2405.01859 (cross-list from cs.CY) [pdf, other]

Title: AI-Powered Autonomous Weapons Risk Geopolitical Instability and Threaten AI Research

Authors: Riley Simmons-Edler, Ryan Badman, Shayne Longpre, Kanaka Rajan

Comments: 9 pages, in ICML 2024

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

[46]  arXiv:2405.01851 (cross-list from cs.LG) [pdf, other]

Title: Deep Learning Inference on Heterogeneous Mobile Processors: Potentials and Pitfalls

Authors: Sicong Liu, Wentao Zhou, Zimu Zhou, Bin Guo, Minfan Wang, Cheng Fang, Zheng Lin, Zhiwen Yu

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

[47]  arXiv:2405.01847 (cross-list from cs.IR) [pdf, other]

Title: A Model-based Multi-Agent Personalized Short-Video Recommender System

Authors: Peilun Zhou, Xiaoxiao Xu, Lantao Hu, Han Li, Peng Jiang

Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI)

[48]  arXiv:2405.01843 (cross-list from cs.LG) [pdf, ps, other]

Title: Closing the Gap: Achieving Global Convergence (Last Iterate) of Actor-Critic under Markovian Sampling with Neural Network Parametrization

Authors: Mudit Gaur, Vaneet Aggarwal, Amrit Singh Bedi, Di Wang

Comments: arXiv admin note: text overlap with arXiv:2306.10486

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

[49]  arXiv:2405.01824 (cross-list from cs.RO) [pdf, other]

Title: Creation of Novel Soft Robot Designs using Generative AI

Authors: Wee Kiat Chan, PengWei Wang, Raye Chen-Hua Yeow

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

[50]  arXiv:2405.01820 (cross-list from cs.CY) [pdf, ps, other]

Title: Real Risks of Fake Data: Synthetic Data, Diversity-Washing and Consent Circumvention

Authors: Cedric Deslandes Whitney, Justin Norman

Journal-ref: FAccT '24, June 03--06, 2024, Rio de Janeiro, Brazil

Subjects: Computers and Society (cs.CY); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)

• Mon, 6 May 2024
• Fri, 3 May 2024
• Thu, 2 May 2024
• Wed, 1 May 2024
• Tue, 30 Apr 2024