Encoding ================================================================== Sentence Transformers ------------------------------------------------------------------ With pyterrier_dr, its easy to support Sentence Transformer (formerly called SentenceBERT) models, e.g. from HuggingFace, for dense retrieval. The base class is ``SBertBiEncoder('huggingface/path')``. Pretrained Encoders ------------------------------------------------------------------ These classes are convenience aliases to popular dense encoding models. .. autoclass:: pyterrier_dr.Ance() .. autoclass:: pyterrier_dr.BGEM3() .. autoclass:: pyterrier_dr.CDE() .. autoclass:: pyterrier_dr.E5() .. autoclass:: pyterrier_dr.GTR() .. autoclass:: pyterrier_dr.Query2Query() .. autoclass:: pyterrier_dr.RetroMAE() .. autoclass:: pyterrier_dr.TasB() .. autoclass:: pyterrier_dr.TctColBert() API Documentation ------------------------------------------------------------------ .. autoclass:: pyterrier_dr.BiEncoder :members: