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symbolic knowledge

29 papers

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Co-occurring keywords

knowledge graph (1837) neural network (6616) commonsense reasoning (506) neuro-symbolic learning (36) large language model (13587) knowledge representation (301) knowledge distillation (3725) symbolic reasoning (189) external knowledge (167) commonsense question answering (30)

Papers

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