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Papers
Can LLMs Interpret and Leverage Structured Linguistic Representations? A Case Study with AMRs
ACL 2025
GeoILP: A Synthetic Dataset to Guide Large-Scale Rule Induction
ICLR 2025
LLM Dependency Parsing with In-Context Rules
ACL 2025
Rule-Guided Graph Neural Networks for Explainable Knowledge Graph Reasoning
AAAI 2025
Automatic Rule Induction for Efficient Semi-Supervised Learning
EMNLP 2022
Perform like an Engine: A Closed-Loop Neural-Symbolic Learning Framework for Knowledge Graph Inference
COLING 2022
Neuralizing Regular Expressions for Slot Filling
EMNLP 2021