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 81–90 of 168 papers

TitleStatusHype
Corpus-Level Evaluation for Event QA: The IndiaPoliceEvents Corpus Covering the 2002 Gujarat ViolenceCode1
Intra-Document Cascading: Learning to Select Passages for Neural Document RankingCode1
Improving Transformer-Kernel Ranking Model Using Conformer and Query Term Independence—0
RankDistil: Knowledge Distillation for Ranking—0
On the Calibration and Uncertainty of Neural Learning to Rank Models for Conversational Search—0
An In-depth Analysis of Passage-Level Label Transfer for Contextual Document RankingCode0
A Neural Passage Model for Ad-hoc Document Retrieval—0
Improving Bi-encoder Document Ranking Models with Two Rankers and Multi-teacher DistillationCode0
Unbiased Sentence Encoder For Large-Scale Multi-lingual Search Engines—0
LRG at TREC 2020: Document Ranking with XLNet-Based Models—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