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 141150 of 168 papers

TitleStatusHype
Fine-Grained Relevance Annotations for Multi-Task Document Ranking and Question AnsweringCode0
Explain then Rank: Scale Calibration of Neural Rankers Using Natural Language Explanations from LLMsCode0
Enhancing User Behavior Sequence Modeling by Generative Tasks for Session SearchCode0
Seed-driven Document Ranking for Systematic Reviews: A Reproducibility StudyCode0
Cross-lingual Information Retrieval with BERTCode0
DyVo: Dynamic Vocabularies for Learned Sparse Retrieval with EntitiesCode0
Extractive Explanations for Interpretable Text RankingCode0
Precise Zero-Shot Pointwise Ranking with LLMs through Post-Aggregated Global Context InformationCode0
Joint Optimization of Cascade Ranking ModelsCode0
IRGAN: A Minimax Game for Unifying Generative and Discriminative Information 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