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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 71–80 of 168 papers

TitleStatusHype
Mixed Attention Transformer for Leveraging Word-Level Knowledge to Neural Cross-Lingual Information Retrieval—0
Cross-Lingual Training with Dense Retrieval for Document Retrieval—0
Contrastive Learning of User Behavior Sequence for Context-Aware Document RankingCode1
Deep Natural Language Processing for LinkedIn Search—0
TPRM: A Topic-based Personalized Ranking Model for Web Search—0
Modeling Relevance Ranking under the Pre-training and Fine-tuning Paradigm—0
In-Batch Negatives for Knowledge Distillation with Tightly-Coupled Teachers for Dense Retrieval—0
Dynamic Facet Selection by Maximizing Graded RelevanceCode0
Extractive Explanations for Interpretable Text RankingCode0
Towards Axiomatic Explanations for Neural Ranking 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