Theory

A Structural Complexity Analysis of Hierarchical Task Network Planning IJCAI 2025 A Survey of Post-Training Scaling in Large Language Models ACL 2025 A Survey of Quantum Natural Language Processing: From Compositional Models to NISQ-Era Empiricism AACL 2025 A Survey of Structural Entropy: Theory, Methods, and Applications IJCAI 2025 A Survey on Automated Distractor Evaluation in Multiple-Choice Tasks ACL 2025 A Theoretical Framework For Overfitting In Energy-based Modeling ICML 2025 A Theoretically-Principled Sparse, Connected, and Rigid Graph Representation of Molecules ICLR 2025 A Theoretical Perspective on Why Stochastic Population Update Needs an Archive in Evolutionary Multi-objective Optimization IJCAI 2025 A Theory for Token-Level Harmonization in Retrieval-Augmented Generation ICLR 2025 A Theory of Formalisms for Representing Knowledge AAAI 2025 A Theory of Response Sampling in LLMs: Part Descriptive and Part Prescriptive ACL 2025 A Thorough Comparison Between Independent Cascade and Susceptible-Infected-Recovered Models AAAI 2025 Attention with Markov: A Curious Case of Single-layer Transformers ICLR 2025 A Unified Approach to Interpreting Self-supervised Pre-training Methods for 3D Point Clouds via Interactions CVPR 2025 A Unified Framework to Enforce, Discover, and Promote Symmetry in Machine Learning JMLR 2025 A Unified Model of Direct and Indirect Reciprocity in Multichannel Games AAAI 2025 A Unified Theory of Quantum Neural Network Loss Landscapes ICLR 2025 A Wiener Process Perspective on Local Intrinsic Dimension Estimation Methods AAAI 2025 Back to the Future of Integrated Robot Systems AAAI 2025 Balancing the Scales: A Theoretical and Algorithmic Framework for Learning from Imbalanced Data ICML 2025 BankTweak: Adversarial Attack Against Multi-Object Trackers by Manipulating Feature Banks IJCAI 2025 Bayesian Treatment of the Spectrum of the Empirical Kernel in (Sub)Linear-Width Neural Networks ICLR 2025 Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey ACL 2025 Benchmarking and Building Zero-Shot Hindi Retrieval Model with Hindi-BEIR and NLLB-E5 NAACL 2025 Benchmarking Critical Questions Generation: A Challenging Reasoning Task for Large Language Models EMNLP 2025