Knowledge

Knowledge Verification to Nip Hallucination in the Bud EMNLP 2024 Large Language Models are Limited in Out-of-Context Knowledge Reasoning EMNLP 2024 Learning from Highly Sparse Spatio-temporal Data NeurIPS 2024 Learning to Learn in Interactive Constraint Acquisition AAAI 2024 LINKED: Eliciting, Filtering and Integrating Knowledge in Large Language Model for Commonsense Reasoning EMNLP 2024 LogiCity: Advancing Neuro-Symbolic AI with Abstract Urban Simulation NeurIPS 2024 LogicST: A Logical Self-Training Framework for Document-Level Relation Extraction with Incomplete Annotations EMNLP 2024 Multi-Level Information Retrieval Augmented Generation for Knowledge-based Visual Question Answering EMNLP 2024 Not All Contexts Are Equal: Teaching LLMs Credibility-aware Generation EMNLP 2024 PAE: Reinforcement Learning from External Knowledge for Efficient Exploration ICLR 2024 Penetrative AI: Making LLMs Comprehend the Physical World ACL 2024 Permutation Equivariance of Transformers and Its Applications CVPR 2024 Puzzle Solving using Reasoning of Large Language Models: A Survey EMNLP 2024 Schema-Guided Culture-Aware Complex Event Simulation with Multi-Agent Role-Play EMNLP 2024 SciEx: Benchmarking Large Language Models on Scientific Exams with Human Expert Grading and Automatic Grading EMNLP 2024 SEER: Self-Aligned Evidence Extraction for Retrieval-Augmented Generation EMNLP 2024 Semantic are Beacons: A Semantic Perspective for Unveiling Parameter-Efficient Fine-Tuning in Knowledge Learning ACL 2024 Shoulders of Giants: A Look at the Degree and Utility of Openness in NLP Research ACL 2024 Stark: Social Long-Term Multi-Modal Conversation with Persona Commonsense Knowledge EMNLP 2024 Symbolic Reasoning Methods for AI Planning AAAI 2024 Symbol-LLM: Towards Foundational Symbol-centric Interface For Large Language Models ACL 2024 Temporally Consistent Factuality Probing for Large Language Models EMNLP 2024 The Knowledge Alignment Problem: Bridging Human and External Knowledge for Large Language Models ACL 2024 The Mystery of Compositional Generalization in Graph-based Generative Commonsense Reasoning EMNLP 2024 The Odyssey of Commonsense Causality: From Foundational Benchmarks to Cutting-Edge Reasoning EMNLP 2024