most citedLLM+AL: Bridging Large Language Models and Action Languages for Complex Reasoning about Actions

1 citations · 1 across the 3 of their papers we have counts for

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cs.CL2025★ 1 cited

LLM+AL: Bridging Large Language Models and Action Languages for Complex Reasoning about Actions

Adam Ishay, Joohyung Lee

Large Language Models (LLMs) have made significant strides in various intelligent tasks but still struggle with complex action reasoning tasks that require systematic search. To ad…

cs.CL2023★ 2 cited

Coupling Large Language Models with Logic Programming for Robust and General Reasoning from Text

Zhun Yang, Adam Ishay, Joohyung Lee

While large language models (LLMs), such as GPT-3, appear to be robust and general, their reasoning ability is not at a level to compete with the best models trained for specific n…