conftrace_

Reasoning

2,774 papers (30 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Causal Inference (1,197) Automated Reasoning (876) Formal Methods (379) Automated Planning (304) Graph Embeddings (227)

Papers per year

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Papers (including subtopics)

CaDRL: Document-level Relation Extraction via Context-aware Differentiable Rule Learning COLING 2025 Can LLMs Help Uncover Insights about LLMs? A Large-Scale, Evolving Literature Analysis of Frontier LLMs ACL 2025 Can LLMs Reason About Program Semantics? A Comprehensive Evaluation of LLMs on Formal Specification Inference ACL 2025 Can Transformers Reason Logically? A Study in SAT Solving ICML 2025 Castle: Causal Cascade Updates in Relational Databases with Large Language Models EMNLP 2025 CAT: Causal Attention Tuning For Injecting Fine-grained Causal Knowledge into Large Language Models EMNLP 2025 Categorical Semantics of Compositional Reinforcement Learning JMLR 2025 Causal Abstraction Inference under Lossy Representations ICML 2025 Causal Attribution Analysis for Continuous Outcomes ICML 2025 Causal Discovery by Interventions via Integer Programming AAAI 2025 Causal Discovery from Conditionally Stationary Time Series ICML 2025 Causal discovery in mixed additive noise models AISTATS 2025 Causal drivers of dynamic networks CLeaR 2025 Causal Effect Identification in Heterogeneous Environments from Higher-Order Moments UAI 2025 Causal Effect Identification in lvLiNGAM from Higher-Order Cumulants ICML 2025 Causal Graph based Event Reasoning using Semantic Relation Experts ACL 2025 Causal Identification for Complex Functional Longitudinal Studies ICLR 2025 Causal Inference amid Missingness-Specific Independences and Mechanism Shifts UAI 2025 CausalLink: An Interactive Evaluation Framework for Causal Reasoning ACL 2025 CausalMACE: Causality Empowered Multi-Agents in Minecraft Cooperative Tasks EMNLP 2025 Causal reasoning in difference graphs CLeaR 2025 Causal Temporal Regime Structure Learning AISTATS 2025 Causal Tree Extraction from Medical Case Reports: A Novel Task for Experts-like Text Comprehension EMNLP 2025 Causal View of Time Series Imputation: Some Identification Results on Missing Mechanism IJCAI 2025 CEGRL-TKGR: A Causal Enhanced Graph Representation Learning Framework for Temporal Knowledge Graph Reasoning COLING 2025