Knowledge & Reasoning

Modelling Microbial Communities with Graph Neural Networks ICML 2024 Modular Learning of Deep Causal Generative Models for High-dimensional Causal Inference ICML 2024 MQuinE: a Cure for “Z-paradox” in Knowledge Graph Embedding EMNLP 2024 Multi-Domain Causal Representation Learning via Weak Distributional Invariances AISTATS 2024 Multi-Granularity Causal Structure Learning AAAI 2024 Multi-Granularity Sparse Relationship Matrix Prediction Network for End-to-End Scene Graph Generation ECCV 2024 Multi-language Diversity Benefits Autoformalization NeurIPS 2024 Multimodal Clickbait Detection by De-confounding Biases Using Causal Representation Inference EMNLP 2024 Multimodal Event Causality Reasoning with Scene Graph Enhanced Interaction Network AAAI 2024 Multimodal Reasoning with Multimodal Knowledge Graph ACL 2024 Multiply-Robust Causal Change Attribution ICML 2024 MusTQ: A Temporal Knowledge Graph Question Answering Dataset for Multi-Step Temporal Reasoning ACL 2024 NALA: an Effective and Interpretable Entity Alignment Method EMNLP 2024 NaRuto: Automatically Acquiring Planning Models from Narrative Texts AAAI 2024 Natural Counterfactuals With Necessary Backtracking NeurIPS 2024 Natural Evolution-based Dual-Level Aggregation for Temporal Knowledge Graph Reasoning EMNLP 2024 Navigating Complexity: Toward Lossless Graph Condensation via Expanding Window Matching ICML 2024 NestE: Modeling Nested Relational Structures for Knowledge Graph Reasoning AAAI 2024 NESTER: An Adaptive Neurosymbolic Method for Causal Effect Estimation AAAI 2024 Networked Inequality: Preferential Attachment Bias in Graph Neural Network Link Prediction ICML 2024 Neural Closure Certificates AAAI 2024 Neural Model Checking NeurIPS 2024 Neuro-Symbolic Integration for Reasoning and Learning on Knowledge Graphs AAAI 2024 Neuro-Symbolic Temporal Point Processes ICML 2024 NLP-KG: A System for Exploratory Search of Scientific Literature in Natural Language Processing ACL 2024