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1. 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 22 6

2. 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 17 3

3. 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 17 2

4. taxoadapt taxoadapt Public

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

   Python 22 7

5. 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

6. epimine epimine Public

   An unsupervised method to automatically detect episodes (significant subevents) and their respective text segments given a key news event corpus.

   Python 9