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 3140 of 168 papers

TitleStatusHype
Corpus-Level Evaluation for Event QA: The IndiaPoliceEvents Corpus Covering the 2002 Gujarat ViolenceCode1
Longformer for MS MARCO Document Re-ranking TaskCode1
Extractive Explanations for Interpretable Text RankingCode0
Joint Optimization of Cascade Ranking ModelsCode0
Learning deep structured semantic models for web search using clickthrough dataCode0
Improving Bi-encoder Document Ranking Models with Two Rankers and Multi-teacher DistillationCode0
IRGAN: A Minimax Game for Unifying Generative and Discriminative Information Retrieval ModelsCode0
Learning to Match Using Local and Distributed Representations of Text for Web SearchCode0
Fusion-in-T5: Unifying Document Ranking Signals for Improved Information RetrievalCode0
Beyond Questions: Leveraging ColBERT for Keyphrase SearchCode0
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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