#579 - 2020-08-30

Dssm Bert Distill L2

DssmBertDistillL2 FI_DSSM_BERT_DISTILL_L2
A pool of PRS logs is tagged using Bert trained on sinsig. The dssm model is trained on this pool, using BaseRegionChain

tags

  • dynamic
  • doc
  • user
  • user search
  • url text
  • doc text
  • neural
  • use markup
  • all relevance markup
  • sin sig markup
  • bert distill
  • l2

Details

index 579
cppName FI_DSSM_BERT_DISTILL_L2
name DssmBertDistillL2
tags TG_DYNAMIC,TG_DOC,TG_USER,TG_USER_SEARCH,TG_URL_TEXT,TG_DOC_TEXT,TG_NEURAL,TG_USE_MARKUP,TG_ALL_RELEVANCE_MARKUP,TG_SIN_SIG_MARKUP,TG_BERT_DISTILL,TG_L2
description Размечается пул из PRS логов при помощи Bert, обученного на sinsig. На этом пуле обучается dssm модель, с использованием BaseRegionChain
useArtifact [object Object]
ticket BERT-179
authors filmih
responsibles filmih
implementationTime 2020-08-30
The ranking factor information on this page is based on the leaked source code repository of the Yandex Search Engine. For the purpose of this project, the source was transformed into JSON and descriptions were translated into English. The source is publicly available devidw/yandex-ranking-factors.
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