logical reasoning

Reasoning with Natural Language Explanations EMNLP 2024 RENN: A Rule Embedding Enhanced Neural Network Framework for Temporal Knowledge Graph Completion COLING 2024 Rethinking Complex Queries on Knowledge Graphs with Neural Link Predictors ICLR 2024 Revisiting Document-Level Relation Extraction with Context-Guided Link Prediction AAAI 2024 SALMON: A Structure-Aware Language Model with logicality and densification strategy for Temporal Knowledge Graph Reasoning EMNLP 2024 Scaling Synthetic Logical Reasoning Datasets with Context-Sensitive Declarative Grammars EMNLP 2024 SemEval-2024 Task 9: BRAINTEASER: A Novel Task Defying Common Sense SemEval 2024 Step-by-Step Reasoning to Solve Grid Puzzles: Where do LLMs Falter? EMNLP 2024 Strong hallucinations from negation and how to fix them ACL 2024 TEILP: Time Prediction over Knowledge Graphs via Logical Reasoning AAAI 2024 TELLER: A Trustworthy Framework for Explainable, Generalizable and Controllable Fake News Detection ACL 2024 Temporal Cognitive Tree: A Hierarchical Modeling Approach for Event Temporal Relation Extraction EMNLP 2024 Testing the limits of logical reasoning in neural and hybrid models NAACL 2024 The Reversal Curse: LLMs trained on “A is B” fail to learn “B is A” ICLR 2024 Towards a Theoretical Understanding of the 'Reversal Curse' via Training Dynamics NeurIPS 2024 Understanding Expressivity of GNN in Rule Learning ICLR 2024 Verifiable, Debuggable, and Repairable Commonsense Logical Reasoning via LLM-based Theory Resolution EMNLP 2024 WatME: Towards Lossless Watermarking Through Lexical Redundancy ACL 2024 APOLLO: A Simple Approach for Adaptive Pretraining of Language Models for Logical Reasoning ACL 2023 Assessing Step-by-Step Reasoning against Lexical Negation: A Case Study on Syllogism EMNLP 2023 Back to the Future: Toward a Hybrid Architecture for Ad Hoc Teamwork AAAI 2023 Breaking the Language Barrier: Improving Cross-Lingual Reasoning with Structured Self-Attention EMNLP 2023 Can Neural Networks Learn Implicit Logic from Physical Reasoning? ICLR 2023 CASR: Generating Complex Sequences with Autoregressive Self-Boost Refinement ICLR 2023 Complex Query Answering on Eventuality Knowledge Graph with Implicit Logical Constraints NeurIPS 2023