SOTAVerified

Document Ranking

Sort documents according to some criterion so that the "best" results appear early in the result list displayed to the user (Source: Wikipedia).

Papers

Showing 2130 of 168 papers

TitleStatusHype
Traditional IR rivals neural models on the MS MARCO Document Ranking LeaderboardCode1
Long Document Ranking with Query-Directed Sparse TransformerCode1
Longformer for MS MARCO Document Re-ranking TaskCode1
Simplified TinyBERT: Knowledge Distillation for Document RetrievalCode1
PARADE: Passage Representation Aggregation for Document RerankingCode1
GLOW : Global Weighted Self-Attention Network for Web SearchCode1
Local Self-Attention over Long Text for Efficient Document RetrievalCode1
Document Ranking with a Pretrained Sequence-to-Sequence ModelCode1
TU Wien @ TREC Deep Learning '19 -- Simple Contextualization for Re-rankingCode1
Multi-Stage Document Ranking with BERTCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Query-doc RobeCzech (Roberta-base)P@1046.73Unverified
2Query-doc Small-E-Czech (Electra-small)P@1046.3Unverified
3Siamese Small-E-Czech (Electra-small)P@1045.26Unverified
#ModelMetricClaimedVerifiedStatus
1XLNetERR@2020.28Unverified