Ready for NAACL 2024

May 17, 2024·
杨孝程
杨孝程
· 1 min read
Poster to be presented at NAACL 2024.

I will be attending NAACL 2024 in Mexico City. Prolog is a logic language designed for logical inference. But it looks like it has faded out of public view. At NAACL 2024, I will present my work on large language model arithmetic reasoning via Prolog generation and data argumentation via Prolog code permutation. This method is named as ProPer (Prolog generation and permutation). Thanks teammate Bingsen (Bale) Chen for coming up with this nice abbreviation! The experiments have shown that Prolog could be a new tool for language models to use to tackle reasoning problems that have been long troubling those equiped with the chain-of-thought method.

Cannot wait to see peers and colleagues in person!