Knowledge & Reasoning

What Are the Rules? Discovering Constraints from Data AAAI 2024 What Does a Query Answer Tell You? Informativeness of Query Answers for Knowledge Bases AAAI 2024 What Do Hebbian Learners Learn? Reduction Axioms for Iterated Hebbian Learning AAAI 2024 What Would Happen Next? Predicting Consequences from An Event Causality Graph EMNLP 2024 When Causal Inference Meets Graph Machine Learning AAAI 2024 When to Act and When to Ask: Policy Learning With Deferral Under Hidden Confounding NeurIPS 2024 Where and How to Attack? A Causality-Inspired Recipe for Generating Counterfactual Adversarial Examples AAAI 2024 Who’s Gaming the System? A Causally-Motivated Approach for Detecting Strategic Adaptation NeurIPS 2024 Why Not Use Your Textbook? Knowledge-Enhanced Procedure Planning of Instructional Videos CVPR 2024 Word-level Commonsense Knowledge Selection for Event Detection COLING 2024 XplainLLM: A Knowledge-Augmented Dataset for Reliable Grounded Explanations in LLMs EMNLP 2024 Zero Inflation as a Missing Data Problem: a Proxy-based Approach UAI 2024 Zero-Shot Fact-Checking with Semantic Triples and Knowledge Graphs ACL 2024 90% F1 Score in Relation Triple Extraction: Is it Real? EMNLP 2023 A Benchmark for Semi-Inductive Link Prediction in Knowledge Graphs EMNLP 2023 Abstract Argumentation Framework with Conditional Preferences AAAI 2023 Abstraction of Nondeterministic Situation Calculus Action Theories IJCAI 2023 A Causal Framework for Decomposing Spurious Variations NeurIPS 2023 ACCEPT at SemEval-2023 Task 3: An Ensemble-based Approach to Multilingual Framing Detection SemEval 2023 Adapting Neural Link Predictors for Data-Efficient Complex Query Answering NeurIPS 2023 Adapting to Latent Subgroup Shifts via Concepts and Proxies AISTATS 2023 Adaptive Path-Memory Network for Temporal Knowledge Graph Reasoning IJCAI 2023 A Data Source for Reasoning Embodied Agents AAAI 2023 A Diachronic Analysis of Paradigm Shifts in NLP Research: When, How, and Why? EMNLP 2023 A False Sense of Security (Extended Abstract) IJCAI 2023