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 151–168 of 168 papers

TitleStatusHype
Improving Bi-encoder Document Ranking Models with Two Rankers and Multi-teacher DistillationCode0
How do Large Language Models Understand Relevance? A Mechanistic Interpretability PerspectiveCode0
End-to-End Neural Ad-hoc Ranking with Kernel PoolingCode0
Principled Multi-Aspect Evaluation Measures of RankingsCode0
An In-depth Analysis of Passage-Level Label Transfer for Contextual Document RankingCode0
Efficient Document Re-Ranking for Transformers by Precomputing Term RepresentationsCode0
Query Augmentation by Decoding Semantics from Brain SignalsCode0
Dynamic Facet Selection by Maximizing Graded RelevanceCode0
Socialformer: Social Network Inspired Long Document Modeling for Document RankingCode0
HARE: a Flexible Highlighting Annotator for Ranking and ExplorationCode0
Early Exiting BERT for Efficient Document RankingCode0
Multi-Task Learning for Document Ranking and Query SuggestionCode0
Beyond Questions: Leveraging ColBERT for Keyphrase SearchCode0
Neural Vector Spaces for Unsupervised Information RetrievalCode0
CEDR: Contextualized Embeddings for Document RankingCode0
DeepTileBars: Visualizing Term Distribution for Neural Information RetrievalCode0
Fusion-in-T5: Unifying Document Ranking Signals for Improved Information RetrievalCode0
BERT Rankers are Brittle: a Study using Adversarial Document PerturbationsCode0
Show:102550
← PrevPage 4 of 4Next →
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