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
On the Calibration and Uncertainty of Neural Learning to Rank ModelsCode1
GLOW : Global Weighted Self-Attention Network for Web SearchCode1
Pretraining De-Biased Language Model with Large-scale Click Logs for Document RankingCode1
Corpus-Level Evaluation for Event QA: The IndiaPoliceEvents Corpus Covering the 2002 Gujarat ViolenceCode1
Exploring Classic and Neural Lexical Translation Models for Information Retrieval: Interpretability, Effectiveness, and Efficiency BenefitsCode1
CODEC: Complex Document and Entity CollectionCode1
Intra-Document Cascading: Learning to Select Passages for Neural Document RankingCode1
Longformer for MS MARCO Document Re-ranking TaskCode1
From Easy to Hard: A Dual Curriculum Learning Framework for Context-Aware Document RankingCode1
PARADE: Passage Representation Aggregation for Document RerankingCode1
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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