Machine Learning

Large Language and Reasoning Models are Shallow Disjunctive Reasoners ACL 2025 Large Language Model Agents in Finance: A Survey Bridging Research, Practice, and Real-World Deployment EMNLP 2025 Large Language Model as a Teacher for Zero-shot Tagging at Extreme Scales COLING 2025 Large Language Model-driven Large Neighborhood Search for Large-Scale MILP Problems ICML 2025 Large Language Model Evaluation via Matrix Nuclear-Norm EMNLP 2025 Large Language Model Meets Constraint Propagation IJCAI 2025 Large Language Model Meets Graph Neural Network in Knowledge Distillation AAAI 2025 Large Language Models and Causal Inference in Collaboration: A Comprehensive Survey NAACL 2025 Large Language Models and Children Have Different Learning Trajectories in Determiner Acquisition EMNLP 2025 Large Language Models Are Cross-Lingual Knowledge-Free Reasoners NAACL 2025 Large Language Models are Good Annotators for Type-aware Data Augmentation in Grammatical Error Correction COLING 2025 Large Language Models are Good Relational Learners ACL 2025 Large Language Models Are Natural Video Popularity Predictors ACL 2025 Large Language Models Are Overparameterized Text Encoders NAACL 2025 Large Language Models as an Indirect Reasoner: Contrapositive and Contradiction for Automated Reasoning COLING 2025 Large Language Models as a Normalizer for Transliteration and Dialectal Translation COLING 2025 Large Language Models as Reader for Bias Detection EMNLP 2025 Large Language Models as Realistic Microservice Trace Generators EMNLP 2025 Large Language Models Badly Generalize across Option Length, Problem Types, and Irrelevant Noun Replacements EMNLP 2025 Large Language Models can Become Strong Self-Detoxifiers ICLR 2025 Large Language Models Can Solve Real-World Planning Rigorously with Formal Verification Tools NAACL 2025 Large Language Models Do Multi-Label Classification Differently EMNLP 2025 Large Language Models Encode Semantics and Alignment in Linearly Separable Representations IJCNLP 2025 Large Language Models Enhanced Personalized Graph Neural Architecture Search in Federated Learning AAAI 2025 Large Language Models for Anomaly and Out-of-Distribution Detection: A Survey NAACL 2025