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 110 of 168 papers

TitleStatusHype
PromptReps: Prompting Large Language Models to Generate Dense and Sparse Representations for Zero-Shot Document RetrievalCode2
A Setwise Approach for Effective and Highly Efficient Zero-shot Ranking with Large Language ModelsCode2
Understanding Performance of Long-Document Ranking Models through Comprehensive Evaluation and LeaderboardingCode2
ColBERT: Efficient and Effective Passage Search via Contextualized Late Interaction over BERTCode2
Corpus-Level Evaluation for Event QA: The IndiaPoliceEvents Corpus Covering the 2002 Gujarat ViolenceCode1
Distillation and Refinement of Reasoning in Small Language Models for Document Re-rankingCode1
Document Ranking with a Pretrained Sequence-to-Sequence ModelCode1
Context Attentive Document Ranking and Query SuggestionCode1
GLOW : Global Weighted Self-Attention Network for Web SearchCode1
CODEC: Complex Document and Entity CollectionCode1
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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