Artificial intelligencefromHackernoon4 months agoDetails of Think-and-Execute That You Don't Want to Miss | HackerNoonThe article discusses the components of pseudocode prompts vital for improving reasoning models in programming tasks.
Artificial intelligencefromHackernoon4 months agoOur Analysis on Think-and-Execute and Pseudocode | HackerNoonTask-level pseudocode significantly improves reasoning performance compared to instance-specific logic.Pre-training on code corpora enhances the understanding of task-level logic.
fromHackernoon4 months agoWhat Is Think-and-Execute? | HackerNoonThe THINK phase involves the Instructor LM generating pseudocode that captures the underlying logic of a task, facilitating step-by-step reasoning for multiple instances.Scala
fromHackernoon4 months agoLanguage Models as Compilers: Simulating Pseudocode Execution Improves Algorithmic Reasoning | HackerNoonThe THINK-AND-EXECUTE framework improves algorithmic reasoning in language models by separating logic discovery from execution.