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
Beyond Retrieval: Joint Supervision and Multimodal Document Ranking for Textbook Question Answering—0
Bridge the Gap between Past and Future: Siamese Model Optimization for Context-Aware Document Ranking—0
Bridging the Gap between Intrinsic and Perceived Relevance in Snippet Generation—0
Noise-Robust Dense Retrieval via Contrastive Alignment Post Training—0
Context Aware Query Rewriting for Text Rankers using LLM—0
CREDENCE: Counterfactual Explanations for Document Ranking—0
Cross-Lingual Training of Dense Retrievers for Document Retrieval—0
Cross-Lingual Training of Neural Models for Document Ranking—0
Cross-Lingual Training with Dense Retrieval for Document Retrieval—0
Data Augmentation for Sample Efficient and Robust Document Ranking—0
Deep Natural Language Processing for LinkedIn Search—0
Deep Neural Network for Learning to Rank Query-Text Pairs—0
Deep Reinforced Query Reformulation for Information Retrieval—0
Development of Natural Language Processing Tools to Support Determination of Federal Disability Benefits in the U.S.—0
Effective shared representations with Multitask Learning for Community Question Answering—0
Neural Rankers for Effective Screening Prioritisation in Medical Systematic Review Literature Search—0
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
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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