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 41–50 of 168 papers

TitleStatusHype
A Domain Adaptation Regularization for Denoising Autoencoders—0
Exponential Family Graph Matching and Ranking—0
A Passage-Based Approach to Learning to Rank Documents—0
Explainability of Text Processing and Retrieval Methods: A Critical Survey—0
Beyond Retrieval: Joint Supervision and Multimodal Document Ranking for Textbook Question Answering—0
Development of Natural Language Processing Tools to Support Determination of Federal Disability Benefits in the U.S.—0
Bridge the Gap between Past and Future: Siamese Model Optimization for Context-Aware Document Ranking—0
Effective shared representations with Multitask Learning for Community Question Answering—0
Efficient Document Ranking with Learnable Late Interactions—0
Beyond Reproducibility: Advancing Zero-shot LLM Reranking Efficiency with Setwise Insertion—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