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 76–100 of 168 papers

TitleStatusHype
Non-Linear Multiple Field Interactions Neural Document Ranking—0
On Synthetic Data Strategies for Domain-Specific Generative Retrieval—0
On the Calibration and Uncertainty of Neural Learning to Rank Models for Conversational Search—0
On the Evaluation of Machine-Generated Reports—0
Personalized Search Via Neural Contextual Semantic Relevance Ranking—0
Phrase2VecGLM: Neural generalized language model--based semantic tagging for complex query reformulation in medical IR—0
PRADA: Practical Black-Box Adversarial Attacks against Neural Ranking Models—0
White Hat Search Engine Optimization using Large Language Models—0
Query-Specific Knowledge Graphs for Complex Finance Topics—0
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
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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