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

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Showing 101–125 of 168 papers

TitleStatusHype
RankDistil: Knowledge Distillation for Ranking—0
Recency Ranking by Diversification of Result Set—0
Rembrandt - a named-entity recognition framework—0
Repeatability Corner Cases in Document Ranking: The Impact of Score Ties—0
Representing Documents and Queries as Sets of Word Embedded Vectors for Information Retrieval—0
Selective Term Proximity Scoring Via BP-ANN—0
Significant Improvements over the State of the Art? A Case Study of the MS MARCO Document Ranking Leaderboard—0
Supervised Contrastive Learning Approach for Contextual Ranking—0
Temporal Text Ranking and Automatic Dating of Texts—0
The Impact of Multiword Expression Compositionality on Machine Translation Evaluation—0
The Surprising Effectiveness of Rankers Trained on Expanded Queries—0
Toward a Deep Neural Approach for Knowledge-Based IR—0
Towards Axiomatic Explanations for Neural Ranking Models—0
Towards Reducing Manual Workload in Technology-Assisted Reviews: Estimating Ranking Performance—0
TPRM: A Topic-based Personalized Ranking Model for Web Search—0
Transfer Learning Approaches for Building Cross-Language Dense Retrieval Models—0
Unbiased Sentence Encoder For Large-Scale Multi-lingual Search Engines—0
Understanding the Behaviors of BERT in Ranking—0
Utilizing Embeddings for Ad-hoc Retrieval by Document-to-document Similarity—0
Weighted KL-Divergence for Document Ranking Model Refinement—0
Word-Entity Duet Representations for Document Ranking—0
Learning Neural Representation for CLIR with Adversarial Framework—0
Learning to Rank from Samples of Variable Quality—0
Learning to Rank in the Age of Muppets: Effectiveness–Efficiency Tradeoffs in Multi-Stage Ranking—0
Learning to Rank Scientific Documents from the Crowd—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