Machine Learning

Logic Distillation: Learning from Code Function by Function for Decision-making Tasks IJCAI 2025 LogicGame: Benchmarking Rule-Based Reasoning Abilities of Large Language Models ACL 2025 Logic-Logit: A Logic-Based Approach to Choice Modeling ICLR 2025 Logic: Long-form Outline Generation via Imitative and Critical Self-refinement EMNLP 2025 LogicNet: A Logical Consistency Embedded Face Attribute Learning Network WACV 2025 LogiCoL: Logically-Informed Contrastive Learning for Set-based Dense Retrieval EMNLP 2025 LogicPro: Improving Complex Logical Reasoning via Program-Guided Learning ACL 2025 LogicQA: Logical Anomaly Detection with Vision Language Model Generated Questions ACL 2025 Logic-Q: Improving Deep Reinforcement Learning-based Quantitative Trading via Program Sketch-based Tuning AAAI 2025 Logic-Regularized Verifier Elicits Reasoning from LLMs ACL 2025 LogicTree: Structured Proof Exploration for Coherent and Rigorous Logical Reasoning with Large Language Models EMNLP 2025 LOGICZSL: Exploring Logic-induced Representation for Compositional Zero-shot Learning CVPR 2025 LogiDynamics: Unraveling the Dynamics of Inductive, Abductive and Deductive Logical Inferences in LLM Reasoning EMNLP 2025 LogiGraph: Logical Reasoning with Contrastive Learning and Lightweight Graph Networks COLING 2025 Logits are All We Need to Adapt Closed Models ICML 2025 Logits-Based Finetuning EMNLP 2025 Logits DeConfusion with CLIP for Few-Shot Learning CVPR 2025 Logit Separability-Driven Samples and Multiple Class-Related Words Selection for Advancing In-Context Learning NAACL 2025 Logit Space Constrained Fine-Tuning for Mitigating Hallucinations in LLM-Based Recommender Systems EMNLP 2025 LoGoFair: Post-Processing for Local and Global Fairness in Federated Learning AAAI 2025 LOGO — Long cOntext aliGnment via efficient preference Optimization ICML 2025 Logos as a Well-Tempered Pre-train for Sign Language Recognition EMNLP 2025 LogoSP: Local-global Grouping of Superpoints for Unsupervised Semantic Segmentation of 3D Point Clouds CVPR 2025 LogRules: Enhancing Log Analysis Capability of Large Language Models through Rules NAACL 2025 Log-Sum-Exponential Estimator for Off-Policy Evaluation and Learning ICML 2025