Knowledge & Reasoning

CausalNET: Unveiling Causal Structures on Event Sequences by Topology-Informed Causal Attention IJCAI 2024 Causal Q-Aggregation for CATE Model Selection AISTATS 2024 Causal Representation Learning Made Identifiable by Grouping of Observational Variables ICML 2024 CausalStock: Deep End-to-end Causal Discovery for News-driven Multi-stock Movement Prediction NeurIPS 2024 Causal Subgraphs and Information Bottlenecks: Redefining OOD Robustness in Graph Neural Networks ECCV 2024 CEGAR-Based Approach for Solving Combinatorial Optimization Modulo Quantified Linear Arithmetics Problems AAAI 2024 Chaining Event Spans for Temporal Relation Grounding EACL 2024 Chain-of-History Reasoning for Temporal Knowledge Graph Forecasting ACL 2024 Chain-of-Question: A Progressive Question Decomposition Approach for Complex Knowledge Base Question Answering ACL 2024 Chain of Thoughtlessness? An Analysis of CoT in Planning NeurIPS 2024 Challenges and Considerations in the Evaluation of Bayesian Causal Discovery ICML 2024 ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models ACL 2024 CHECKWHY: Causal Fact Verification via Argument Structure ACL 2024 CHIRON: Rich Character Representations in Long-Form Narratives EMNLP 2024 CliniRes: Publicly Available Mapping of Clinical Lexical Resources COLING 2024 Clustering then Propagation: Select Better Anchors for Knowledge Graph Embedding NeurIPS 2024 CNEQ: Incorporating numbers into Knowledge Graph Reasoning EMNLP 2024 Coarse-to-Fine Highlighting: Reducing Knowledge Hallucination in Large Language Models ICML 2024 Coconut: Contextualized Commonsense Unified Transformers for Graph-Based Commonsense Augmentation of Language Models ACL 2024 Code Prompting Elicits Conditional Reasoning Abilities in Text+Code LLMs EMNLP 2024 CogMG: Collaborative Augmentation Between Large Language Model and Knowledge Graph ACL 2024 COKE: A Cognitive Knowledge Graph for Machine Theory of Mind ACL 2024 Collaborative Heterogeneous Causal Inference Beyond Meta-analysis ICML 2024 Community Detection Guarantees using Embeddings Learned by Node2Vec NeurIPS 2024 Complexity of Credulous and Skeptical Acceptance in Epistemic Argumentation Framework AAAI 2024