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 76–100 of 168 papers

TitleStatusHype
Exploring the Value of Multi-View Learning for Session-Aware Query Representation—0
BERT Rankers are Brittle: a Study using Adversarial Document PerturbationsCode0
Interactive Query Clarification and Refinement via User Simulation—0
PRADA: Practical Black-Box Adversarial Attacks against Neural Ranking Models—0
Information retrieval for label noise document ranking by bag sampling and group-wise loss—0
Socialformer: Social Network Inspired Long Document Modeling for Document RankingCode0
Transfer Learning Approaches for Building Cross-Language Dense Retrieval Models—0
Exploring the Value of Multi-View Learning for Session-Aware Query Representation—0
Towards Reducing Manual Workload in Technology-Assisted Reviews: Estimating Ranking Performance—0
Mirror Matching: Document Matching Approach in Seed-driven Document Ranking for Medical Systematic Reviews—0
Seed-driven Document Ranking for Systematic Reviews: A Reproducibility StudyCode0
Cross-Lingual Training of Dense Retrievers for Document Retrieval—0
Enhancing Document Ranking with Task-adaptive Training and Segmented Token Recovery Mechanism—0
Learning to Rank in the Age of Muppets: Effectiveness–Efficiency Tradeoffs in Multi-Stage Ranking—0
YES SIR!Optimizing Semantic Space of Negatives with Self-Involvement Ranker—0
Mixed Attention Transformer for Leveraging Word-Level Knowledge to Neural Cross-Lingual Information Retrieval—0
Cross-Lingual Training with Dense Retrieval for Document Retrieval—0
Deep Natural Language Processing for LinkedIn Search—0
TPRM: A Topic-based Personalized Ranking Model for Web Search—0
Modeling Relevance Ranking under the Pre-training and Fine-tuning Paradigm—0
Dynamic Facet Selection by Maximizing Graded RelevanceCode0
In-Batch Negatives for Knowledge Distillation with Tightly-Coupled Teachers for Dense Retrieval—0
Extractive Explanations for Interpretable Text RankingCode0
Towards Axiomatic Explanations for Neural Ranking Models—0
Improving Transformer-Kernel Ranking Model Using Conformer and Query Term Independence—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