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 1–10 of 168 papers

TitleStatusHype
Precise Zero-Shot Pointwise Ranking with LLMs through Post-Aggregated Global Context InformationCode0
Bridge the Gap between Past and Future: Siamese Model Optimization for Context-Aware Document Ranking—0
Beyond Retrieval: Joint Supervision and Multimodal Document Ranking for Textbook Question Answering—0
A Unified Retrieval Framework with Document Ranking and EDU Filtering for Multi-document Summarization—0
How do Large Language Models Understand Relevance? A Mechanistic Interpretability PerspectiveCode0
Beyond Reproducibility: Advancing Zero-shot LLM Reranking Efficiency with Setwise Insertion—0
Distillation and Refinement of Reasoning in Small Language Models for Document Re-rankingCode1
Graph-Based Re-ranking: Emerging Techniques, Limitations, and Opportunities—0
On Synthetic Data Strategies for Domain-Specific Generative Retrieval—0
White Hat Search Engine Optimization using Large Language Models—0
Show:102550
← PrevPage 1 of 17Next →
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