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

Showing 6170 of 168 papers

TitleStatusHype
How do Large Language Models Understand Relevance? A Mechanistic Interpretability PerspectiveCode0
Learning to Match Using Local and Distributed Representations of Text for Web SearchCode0
Principled Multi-Aspect Evaluation Measures of RankingsCode0
Exponential Family Graph Matching and Ranking0
Exploring the Value of Multi-View Learning for Session-Aware Query Representation0
Exploring the Value of Multi-View Learning for Session-Aware Query Representation0
Context Aware Query Rewriting for Text Rankers using LLM0
A Static Pruning Study on Sparse Neural Retrievers0
Explainability of Text Processing and Retrieval Methods: A Critical Survey0
Evaluation of baseline information retrieval for Polish open-domain Question Answering system0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Query-doc RobeCzech (Roberta-base)P@1046.73Unverified
2Query-doc Small-E-Czech (Electra-small)P@1046.3Unverified
3Siamese Small-E-Czech (Electra-small)P@1045.26Unverified
#ModelMetricClaimedVerifiedStatus
1XLNetERR@2020.28Unverified