Reasoning

Investment-Driven Social Influence: A Statistical Physics Approach to Advertising Response ACL 2025 iQUEST: An Iterative Question-Guided Framework for Knowledge Base Question Answering ACL 2025 IRIS: An Iterative and Integrated Framework for Verifiable Causal Discovery in the Absence of Tabular Data ACL 2025 Is Complex Query Answering Really Complex? ICML 2025 Isolated Causal Effects of Natural Language ICML 2025 Iterated Belief Change as Learning IJCAI 2025 KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model’s Reasoning Path Aggregation ACL 2025 Kernel Single Proxy Control for Deterministic Confounding AISTATS 2025 KG-Agent: An Efficient Autonomous Agent Framework for Complex Reasoning over Knowledge Graph ACL 2025 Language Models as Causal Effect Generators EMNLP 2025 Language Models, Graph Searching, and Supervision Adulteration: When More Supervision is Less and How to Make More More ACL 2025 Large Language Models and Causal Inference in Collaboration: A Comprehensive Survey NAACL 2025 Large Language Models Can Solve Real-World Planning Rigorously with Formal Verification Tools NAACL 2025 Large Language Models for Causal Discovery: Current Landscape and Future Directions IJCAI 2025 Latent Variable Causal Discovery under Selection Bias ICML 2025 LATTE: Learning Aligned Transactions and Textual Embeddings for Bank Clients EMNLP 2025 Learning Biomolecular Models using Signal Temporal Logic L4DC 2025 Learning causal graphs via nonlinear sufficient dimension reduction JMLR 2025 Learning First-Order Logic Rules for Argumentation Mining ACL 2025 Learning Hierarchical Task Knowledge for Planning AAAI 2025 Learning Joint Interventional Effects from Single-Variable Interventions in Additive Models ICML 2025 Learning Logic Specifications for Policy Guidance in POMDPs: an Inductive Logic Programming Approach AAAI 2025 Learning Representations of Instruments for Partial Identification of Treatment Effects ICML 2025 Learning Structural Causal Models from Ordering: Identifiable Flow Models AAAI 2025 Learning Temporal Logic Predicates from Data with Statistical Guarantees L4DC 2025