symbolic knowledge

On Trustworthy, Explainable, and Verifiable High-Level Autonomy via Hierarchical Planning AAAI 2026 A Bayesian account of pronoun and neopronoun acquisition NAACL 2025 A Semantic Framework for Neurosymbolic Computation (Abstract Reprint) IJCAI 2025 NIM: Neuro-symbolic Ideographic Metalanguage for Inclusive Communication EMNLP 2025 SKIntern: Internalizing Symbolic Knowledge for Distilling Better CoT Capabilities into Small Language Models COLING 2025 Symbol-LLM: Towards Foundational Symbol-centric Interface For Large Language Models ACL 2024 BertNet: Harvesting Knowledge Graphs with Arbitrary Relations from Pretrained Language Models ACL 2023 Distinguish Before Answer: Generating Contrastive Explanation as Knowledge for Commonsense Question Answering ACL 2023 Localizing Active Objects from Egocentric Vision with Symbolic World Knowledge EMNLP 2023 MAPS-KB: A Million-Scale Probabilistic Simile Knowledge Base AAAI 2023 Neuro-Symbolic Learning of Answer Set Programs from Raw Data IJCAI 2023 NovaCOMET: Open Commonsense Foundation Models with Symbolic Knowledge Distillation EMNLP 2023 Scalable Theory-Driven Regularization of Scene Graph Generation Models AAAI 2023 Semantic Strengthening of Neuro-Symbolic Learning AISTATS 2023 SKIER: A Symbolic Knowledge Integrated Model for Conversational Emotion Recognition AAAI 2023 Improving Entity Disambiguation by Reasoning over a Knowledge Base NAACL 2022 Symbolic Knowledge Distillation: from General Language Models to Commonsense Models NAACL 2022 Towards Unified Representations of Knowledge Graph and Expert Rules for Machine Learning and Reasoning AACL 2022 DomiKnowS: A Library for Integration of Symbolic Domain Knowledge in Deep Learning EMNLP 2021 Dynamic Neuro-Symbolic Knowledge Graph Construction for Zero-shot Commonsense Question Answering AAAI 2021 Evaluating Relaxations of Logic for Neural Networks: A Comprehensive Study IJCAI 2021 Fast Abductive Learning by Similarity-based Consistency Optimization NeurIPS 2021 Knowledge-aware Zero-Shot Learning: Survey and Perspective IJCAI 2021 KRISP: Integrating Implicit and Symbolic Knowledge for Open-Domain Knowledge-Based VQA CVPR 2021 LOA: Logical Optimal Actions for Text-based Interaction Games ACL 2021