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

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Showing 111–120 of 168 papers

TitleStatusHype
Early Exiting BERT for Efficient Document RankingCode0
Multi-Stage Pre-training for Low-Resource Domain Adaptation—0
Fine-Grained Relevance Annotations for Multi-Task Document Ranking and Question AnsweringCode0
Analysing the Effect of Clarifying Questions on Document Ranking in Conversational Search—0
AWS CORD-19 Search: A Neural Search Engine for COVID-19 Literature—0
Deep Reinforced Query Reformulation for Information Retrieval—0
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
Cross-lingual Information Retrieval with BERTCode0
Learning-to-Rank with BERT in TF-Ranking—0
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All datasetsDaReCzechClueWeb09-B

Benchmark Results

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