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 26–50 of 168 papers

TitleStatusHype
CODEC: Complex Document and Entity CollectionCode1
From Easy to Hard: A Dual Curriculum Learning Framework for Context-Aware Document RankingCode1
Long Document Re-ranking with Modular Re-rankerCode1
Multi-Stage Document Ranking with BERTCode1
Contrastive Learning of User Behavior Sequence for Context-Aware Document RankingCode1
Distillation and Refinement of Reasoning in Small Language Models for Document Re-rankingCode1
Efficient Neural Ranking using Forward IndexesCode1
Context Aware Query Rewriting for Text Rankers using LLM—0
A Static Pruning Study on Sparse Neural Retrievers—0
A Neural Autoencoder Approach for Document Ranking and Query Refinement in Pharmacogenomic Information Retrieval—0
Noise-Robust Dense Retrieval via Contrastive Alignment Post Training—0
A review on ranking problems in statistical learning—0
Bridging the Gap between Intrinsic and Perceived Relevance in Snippet Generation—0
Are Semantically Coherent Topic Models Useful for Ad Hoc Information Retrieval?—0
An Empirical Study of Uniform-Architecture Knowledge Distillation in Document Ranking—0
A Domain Adaptation Regularization for Denoising Autoencoders—0
Exponential Family Graph Matching and Ranking—0
A Passage-Based Approach to Learning to Rank Documents—0
Explainability of Text Processing and Retrieval Methods: A Critical Survey—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
Bridge the Gap between Past and Future: Siamese Model Optimization for Context-Aware Document Ranking—0
Effective shared representations with Multitask Learning for Community Question Answering—0
Efficient Document Ranking with Learnable Late Interactions—0
Beyond Reproducibility: Advancing Zero-shot LLM Reranking Efficiency with Setwise Insertion—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