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 111120 of 168 papers

TitleStatusHype
The Surprising Effectiveness of Rankers Trained on Expanded Queries0
Toward a Deep Neural Approach for Knowledge-Based IR0
Towards Axiomatic Explanations for Neural Ranking Models0
Towards Reducing Manual Workload in Technology-Assisted Reviews: Estimating Ranking Performance0
TPRM: A Topic-based Personalized Ranking Model for Web Search0
Transfer Learning Approaches for Building Cross-Language Dense Retrieval Models0
Unbiased Sentence Encoder For Large-Scale Multi-lingual Search Engines0
Understanding the Behaviors of BERT in Ranking0
Utilizing Embeddings for Ad-hoc Retrieval by Document-to-document Similarity0
Weighted KL-Divergence for Document Ranking Model Refinement0
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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