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 51–75 of 168 papers

TitleStatusHype
BERT Rankers are Brittle: a Study using Adversarial Document PerturbationsCode0
How do Large Language Models Understand Relevance? A Mechanistic Interpretability PerspectiveCode0
An In-depth Analysis of Passage-Level Label Transfer for Contextual Document RankingCode0
Multi-Task Learning for Document Ranking and Query SuggestionCode0
Learning to Match Using Local and Distributed Representations of Text for Web SearchCode0
Joint Optimization of Cascade Ranking ModelsCode0
Extractive Explanations for Interpretable Text RankingCode0
Fusion-in-T5: Unifying Document Ranking Signals for Improved Information RetrievalCode0
CEDR: Contextualized Embeddings for Document RankingCode0
Learning deep structured semantic models for web search using clickthrough dataCode0
Fine-Grained Relevance Annotations for Multi-Task Document Ranking and Question AnsweringCode0
Improving Bi-encoder Document Ranking Models with Two Rankers and Multi-teacher DistillationCode0
Seed-driven Document Ranking for Systematic Reviews: A Reproducibility StudyCode0
Exponential Family Graph Matching and Ranking—0
Exploring the Value of Multi-View Learning for Session-Aware Query Representation—0
Exploring the Value of Multi-View Learning for Session-Aware Query Representation—0
Context Aware Query Rewriting for Text Rankers using LLM—0
A Static Pruning Study on Sparse Neural Retrievers—0
Explainability of Text Processing and Retrieval Methods: A Critical Survey—0
Evaluation of baseline information retrieval for Polish open-domain Question Answering system—0
A Neural Autoencoder Approach for Document Ranking and Query Refinement in Pharmacogenomic Information Retrieval—0
Evaluating Generative Ad Hoc Information Retrieval—0
Enhancing Document Ranking with Task-adaptive Training and Segmented Token Recovery Mechanism—0
Noise-Robust Dense Retrieval via Contrastive Alignment Post Training—0
A review on ranking problems in statistical learning—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