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 1120 of 168 papers

TitleStatusHype
Local Self-Attention over Long Text for Efficient Document RetrievalCode1
Long Document Ranking with Query-Directed Sparse TransformerCode1
Corpus-Level Evaluation for Event QA: The IndiaPoliceEvents Corpus Covering the 2002 Gujarat ViolenceCode1
Longformer for MS MARCO Document Re-ranking TaskCode1
CODEC: Complex Document and Entity CollectionCode1
GLOW : Global Weighted Self-Attention Network for Web SearchCode1
Context Attentive Document Ranking and Query SuggestionCode1
Contrastive Learning of User Behavior Sequence for Context-Aware Document RankingCode1
Document Ranking with a Pretrained Sequence-to-Sequence ModelCode1
Distillation and Refinement of Reasoning in Small Language Models for Document Re-rankingCode1
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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