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 5160 of 168 papers

TitleStatusHype
Understanding Performance of Long-Document Ranking Models through Comprehensive Evaluation and LeaderboardingCode2
Exploring the Value of Multi-View Learning for Session-Aware Query Representation0
BERT Rankers are Brittle: a Study using Adversarial Document PerturbationsCode0
Interactive Query Clarification and Refinement via User Simulation0
CODEC: Complex Document and Entity CollectionCode1
Long Document Re-ranking with Modular Re-rankerCode1
PRADA: Practical Black-Box Adversarial Attacks against Neural Ranking Models0
Information retrieval for label noise document ranking by bag sampling and group-wise loss0
Socialformer: Social Network Inspired Long Document Modeling for Document RankingCode0
Transfer Learning Approaches for Building Cross-Language Dense Retrieval ModelsCode0
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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