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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 51–60 of 168 papers

TitleStatusHype
Noise-Robust Dense Retrieval via Contrastive Alignment Post Training—0
Enhancing Document Ranking with Task-adaptive Training and Segmented Token Recovery Mechanism—0
A Passage-Based Approach to Learning to Rank Documents—0
Evaluating Generative Ad Hoc Information Retrieval—0
Feature-Based Selection of Dependency Paths in Ad Hoc Information Retrieval—0
Beyond Retrieval: Joint Supervision and Multimodal Document Ranking for Textbook Question Answering—0
Development of Natural Language Processing Tools to Support Determination of Federal Disability Benefits in the U.S.—0
Beyond Reproducibility: Advancing Zero-shot LLM Reranking Efficiency with Setwise Insertion—0
Exploring the Value of Multi-View Learning for Session-Aware Query Representation—0
Analysing the Effect of Clarifying Questions on Document Ranking in Conversational Search—0
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All datasetsDaReCzechClueWeb09-B

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Query-doc RobeCzech (Roberta-base)P@1046.73—Unverified
2Query-doc Small-E-Czech (Electra-small)P@1046.3—Unverified
3Siamese Small-E-Czech (Electra-small)P@1045.26—Unverified
#ModelMetricClaimedVerifiedStatus
1XLNetERR@2020.28—Unverified