Artificial Intelligence

Authors and titles for cs.AI in Feb 2024, skipping first 50

[51]  arXiv:2402.03375 [pdf, other]

Title: BetterV: Controlled Verilog Generation with Discriminative Guidance

Authors: Zehua Pei, Hui-Ling Zhen, Mingxuan Yuan, Yu Huang, Bei Yu

Comments: Accepted by ICML 2024

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

[52]  arXiv:2402.03388 [pdf, other]

Title: Delivery Optimized Discovery in Behavioral User Segmentation under Budget Constraint

Authors: Harshita Chopra, Atanu R. Sinha, Sunav Choudhary, Ryan A. Rossi, Paavan Kumar Indela, Veda Pranav Parwatala, Srinjayee Paul, Aurghya Maiti

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

[53]  arXiv:2402.03494 [pdf, other]

Title: Beyond Text: Utilizing Vocal Cues to Improve Decision Making in LLMs for Robot Navigation Tasks

Authors: Xingpeng Sun, Haoming Meng, Souradip Chakraborty, Amrit Singh Bedi, Aniket Bera

Comments: 28 pages, 7 figures

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

[54]  arXiv:2402.03507 [pdf, other]

Title: Neural networks for abstraction and reasoning: Towards broad generalization in machines

Authors: Mikel Bober-Irizar, Soumya Banerjee

Comments: 32 pages main text, 17 pages

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

[55]  arXiv:2402.03539 [pdf, other]

Title: Extended Version of: On the Structural Hardness of Answer Set Programming: Can Structure Efficiently Confine the Power of Disjunctions?

Authors: Markus Hecher, Rafael Kiesel

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

[56]  arXiv:2402.03575 [pdf, other]

Title: Toward Human-AI Alignment in Large-Scale Multi-Player Games

Authors: Sugandha Sharma, Guy Davidson, Khimya Khetarpal, Anssi Kanervisto, Udit Arora, Katja Hofmann, Ida Momennejad

Subjects: Artificial Intelligence (cs.AI); Human-Computer Interaction (cs.HC)

[57]  arXiv:2402.03607 [pdf, other]

Title: Improving Contextual Congruence Across Modalities for Effective Multimodal Marketing using Knowledge-infused Learning

Authors: Trilok Padhi, Ugur Kursuncu, Yaman Kumar, Valerie L. Shalin, Lane Peterson Fronczek

Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Computer Vision and Pattern Recognition (cs.CV); Computers and Society (cs.CY); Human-Computer Interaction (cs.HC)

[58]  arXiv:2402.03618 [pdf, other]

Title: Comparing Abstraction in Humans and Large Language Models Using Multimodal Serial Reproduction

Authors: Sreejan Kumar, Raja Marjieh, Byron Zhang, Declan Campbell, Michael Y. Hu, Umang Bhatt, Brenden Lake, Thomas L. Griffiths

Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Neurons and Cognition (q-bio.NC)

[59]  arXiv:2402.03620 [pdf, other]

Title: Self-Discover: Large Language Models Self-Compose Reasoning Structures

Authors: Pei Zhou, Jay Pujara, Xiang Ren, Xinyun Chen, Heng-Tze Cheng, Quoc V. Le, Ed H. Chi, Denny Zhou, Swaroop Mishra, Huaixiu Steven Zheng

Comments: 17 pages, 11 figures, 5 tables

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

[60]  arXiv:2402.03640 [pdf, other]

Title: torchmSAT: A GPU-Accelerated Approximation To The Maximum Satisfiability Problem

Authors: Abdelrahman Hosny, Sherief Reda

Subjects: Artificial Intelligence (cs.AI)

[61]  arXiv:2402.03678 [pdf, other]

Title: Logical Specifications-guided Dynamic Task Sampling for Reinforcement Learning Agents

Authors: Yash Shukla, Tanushree Burman, Abhishek Kulkarni, Robert Wright, Alvaro Velasquez, Jivko Sinapov

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

[62]  arXiv:2402.03728 [pdf, other]

Title: Consistent Joint Decision-Making with Heterogeneous Learning Models

Authors: Hossein Rajaby Faghihi, Parisa Kordjamshidi

Comments: EACL 2024 Findings - Short Paper

Journal-ref: EACL 2024

Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG); Logic in Computer Science (cs.LO)

[63]  arXiv:2402.03732 [pdf, other]

Title: Deep Outdated Fact Detection in Knowledge Graphs

Authors: Huiling Tu, Shuo Yu, Vidya Saikrishna, Feng Xia, Karin Verspoor

Comments: 10 pages, 6 figures

Journal-ref: 2023 IEEE International Conference on Data Mining Workshops (ICDMW), December 1-4, 2023, Shanghai, China

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

[64]  arXiv:2402.03755 [pdf, other]

Title: QuantAgent: Seeking Holy Grail in Trading by Self-Improving Large Language Model

Authors: Saizhuo Wang, Hang Yuan, Lionel M. Ni, Jian Guo

Subjects: Artificial Intelligence (cs.AI); Computational Finance (q-fin.CP)

[65]  arXiv:2402.03822 [pdf, other]

Title: RevOrder: A Novel Method for Enhanced Arithmetic in Language Models

Authors: Si Shen, Peijun Shen, Danhao Zhu

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

[66]  arXiv:2402.03824 [pdf, ps, other]

Title: A call for embodied AI

Authors: Giuseppe Paolo, Jonas Gonzalez-Billandon, Balázs Kégl

Comments: Published in ICML 2024 Position paper track

Subjects: Artificial Intelligence (cs.AI)

[67]  arXiv:2402.03962 [pdf, other]

Title: Position Paper: Against Spurious Sparks $-$ Dovelating Inflated AI Claims

Authors: Patrick Altmeyer, Andrew M. Demetriou, Antony Bartlett, Cynthia C. S. Liem

Comments: 20 pages, 15 figures. Preliminary work. Under review by the International Conference on Machine Learning (ICML)

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

[68]  arXiv:2402.04140 [pdf, ps, other]

Title: Advancing Legal Reasoning: The Integration of AI to Navigate Complexities and Biases in Global Jurisprudence with Semi-Automated Arbitration Processes (SAAPs)

Authors: Michael De'Shazer

Subjects: Artificial Intelligence (cs.AI); Computers and Society (cs.CY); Human-Computer Interaction (cs.HC)

[69]  arXiv:2402.04154 [pdf, other]

Title: Read to Play (R2-Play): Decision Transformer with Multimodal Game Instruction

Authors: Yonggang Jin, Ge Zhang, Hao Zhao, Tianyu Zheng, Jiawei Guo, Liuyu Xiang, Shawn Yue, Stephen W. Huang, Zhaofeng He, Jie Fu

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

[70]  arXiv:2402.04203 [pdf, other]

Title: Human-Like Geometric Abstraction in Large Pre-trained Neural Networks

Authors: Declan Campbell, Sreejan Kumar, Tyler Giallanza, Thomas L. Griffiths, Jonathan D. Cohen

Subjects: Artificial Intelligence (cs.AI); Neurons and Cognition (q-bio.NC)

[71]  arXiv:2402.04210 [pdf, other]

Title: "Task Success" is not Enough: Investigating the Use of Video-Language Models as Behavior Critics for Catching Undesirable Agent Behaviors

Authors: Lin Guan, Yifan Zhou, Denis Liu, Yantian Zha, Heni Ben Amor, Subbarao Kambhampati

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

[72]  arXiv:2402.04232 [pdf, other]

Title: Can Generative Agents Predict Emotion?

Authors: Ciaran Regan, Nanami Iwahashi, Shogo Tanaka, Mizuki Oka

Comments: 14 pages, 6 figures

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

[73]  arXiv:2402.04338 [src]

Title: Logical recognition method for solving the problem of identification in the Internet of Things

Authors: Islambek Saymanov

Comments: I will rework and improve it and post it again

Subjects: Artificial Intelligence (cs.AI)

[74]  arXiv:2402.04370 [pdf, other]

Title: Pedestrian crossing decisions can be explained by bounded optimal decision-making under noisy visual perception

Authors: Yueyang Wang, Aravinda Ramakrishnan Srinivasan, Jussi P.P. Jokinen, Antti Oulasvirta, Gustav Markkula

Subjects: Artificial Intelligence (cs.AI)

[75]  arXiv:2402.04382 [pdf, other]

Title: Counterfactual Generation with Answer Set Programming

Authors: Sopam Dasgupta, Farhad Shakerin, Joaquín Arias, Elmer Salazar, Gopal Gupta

Comments: 16 Pages

Subjects: Artificial Intelligence (cs.AI)