63 citations · 68 across the 14 of their papers we have counts for
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cs.CL2024
Project SHADOW: Symbolic Higher-order Associative Deductive reasoning On Wikidata using LM probing
Hanna Abi Akl
We introduce SHADOW, a fine-tuned language model trained on an intermediate task using associative deductive reasoning, and measure its performance on a knowledge base construction…
cs.CL2024
DSTI at LLMs4OL 2024 Task A: Intrinsic versus extrinsic knowledge for type classification
Hanna Abi Akl
We introduce semantic towers, an extrinsic knowledge representation method, and compare it to intrinsic knowledge in large language models for ontology learning. Our experiments sh…
cs.SE2024
NeSy is alive and well: A LLM-driven symbolic approach for better code comment data generation and classification
Hanna Abi Akl
We present a neuro-symbolic (NeSy) workflow combining a symbolic-based learning technique with a large language model (LLM) agent to generate synthetic data for code comment classi…