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1. idea_catalyst idea_catalyst Public

   Idea-Catalyst is a metacognition-driven framework for helping humans and LLMs boost their creativity during the scientific brainstorming process.

   Python 24 5

2. cognitive_foundations cognitive_foundations Public

   A framework bridging cognitive science and LLM reasoning research to diagnose and improve how large language models reason, based on analysis of 192K model traces and 54 human think-aloud traces.

   Python 37 8

3. taxoadapt taxoadapt Public

   Dynamically constructs and adapts an LLM-generated taxonomy to a given corpus across multiple dimensions.

   Python 36 11

4. agarwalishika/TreeInstruct agarwalishika/TreeInstruct Public

   TreeInstruct is a novel method that uses state space estimation and dynamic tree-based questioning for multi-turn Socratic instruction, applied to code debugging.

   Python 18 3

5. tree-of-debate tree-of-debate Public

   Tree-of-Debate converts scientific papers into LLM personas that debate their respective novelties. To emphasize structured, critical reasoning rather than focusing solely on outcomes, Tree-of-Deba…

   Python 18 3

6. claimspect claimspect Public

   A retrieval-augmented generation-based framework for automatically constructing a hierarchy of aspects typically considered when addressing a nuanced claim and enriching them with corpus-specific p…

   Python 5