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1. 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 16 3

2. 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

3. 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

4. taxoadapt taxoadapt Public

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

   Python 16 7

5. 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

6. MEGClass MEGClass Public

   An extremely weakly-supervised text classification method using mutually-enhancing text granularities (word, sentence, and document-level context).

   Python 6 1