method
active
method:bert-sts

Bert-STS

Sentence-level semantic similarity metric repurposed as diversity measure in Tevet and Berant 2021

Neighborhood — ranked by edge-count

Related by similarity (7)

cosine ≥ 0.65 · no typed edge

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

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    Token-level BERT embedding similarity metric used for both diversity comparison and relevancy evaluation
  • Sent-BERTmethod0.786
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    A body of research studying internal representations of transformer language models, especially BERT, including probing methods and attention head analysis
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  • ReActframework0.655
    Prior framework for synergizing reasoning and acting in LLM agents, foundational to agent harness concept