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 4150 of 168 papers

TitleStatusHype
IRGAN: A Minimax Game for Unifying Generative and Discriminative Information Retrieval ModelsCode0
How do Large Language Models Understand Relevance? A Mechanistic Interpretability PerspectiveCode0
Beyond Questions: Leveraging ColBERT for Keyphrase SearchCode0
Improving Bi-encoder Document Ranking Models with Two Rankers and Multi-teacher DistillationCode0
Joint Optimization of Cascade Ranking ModelsCode0
DyVo: Dynamic Vocabularies for Learned Sparse Retrieval with EntitiesCode0
Extractive Explanations for Interpretable Text RankingCode0
Fine-Grained Relevance Annotations for Multi-Task Document Ranking and Question AnsweringCode0
BERT Rankers are Brittle: a Study using Adversarial Document PerturbationsCode0
An In-depth Analysis of Passage-Level Label Transfer for Contextual Document RankingCode0
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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