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 91100 of 168 papers

TitleStatusHype
Significant Improvements over the State of the Art? A Case Study of the MS MARCO Document Ranking Leaderboard0
Supervised Contrastive Learning Approach for Contextual Ranking0
Temporal Text Ranking and Automatic Dating of Texts0
The Impact of Multiword Expression Compositionality on Machine Translation Evaluation0
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
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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