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 111120 of 168 papers

TitleStatusHype
Development of Natural Language Processing Tools to Support Determination of Federal Disability Benefits in the U.S.0
Efficient Document Re-Ranking for Transformers by Precomputing Term RepresentationsCode0
ColBERT: Efficient and Effective Passage Search via Contextualized Late Interaction over BERTCode2
Cross-lingual Information Retrieval with BERTCode0
Learning-to-Rank with BERT in TF-Ranking0
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
MarlRank: Multi-agent Reinforced Learning to Rank0
A review on ranking problems in statistical learning0
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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