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 101–125 of 168 papers

TitleStatusHype
RankDistil: Knowledge Distillation for Ranking—0
On the Calibration and Uncertainty of Neural Learning to Rank Models for Conversational Search—0
An In-depth Analysis of Passage-Level Label Transfer for Contextual Document RankingCode0
A Neural Passage Model for Ad-hoc Document Retrieval—0
Improving Bi-encoder Document Ranking Models with Two Rankers and Multi-teacher DistillationCode0
Unbiased Sentence Encoder For Large-Scale Multi-lingual Search Engines—0
LRG at TREC 2020: Document Ranking with XLNet-Based Models—0
Significant Improvements over the State of the Art? A Case Study of the MS MARCO Document Ranking Leaderboard—0
Non-Linear Multiple Field Interactions Neural Document Ranking—0
Cross-Lingual Training of Neural Models for Document Ranking—0
Early Exiting BERT for Efficient Document RankingCode0
Multi-Stage Pre-training for Low-Resource Domain Adaptation—0
Fine-Grained Relevance Annotations for Multi-Task Document Ranking and Question AnsweringCode0
Analysing the Effect of Clarifying Questions on Document Ranking in Conversational Search—0
AWS CORD-19 Search: A Neural Search Engine for COVID-19 Literature—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
Efficient Document Re-Ranking for Transformers by Precomputing Term RepresentationsCode0
Cross-lingual Information Retrieval with BERTCode0
Learning-to-Rank with BERT in TF-Ranking—0
MarlRank: Multi-agent Reinforced Learning to Rank—0
A review on ranking problems in statistical learning—0
HARE: a Flexible Highlighting Annotator for Ranking and ExplorationCode0
A Passage-Based Approach to Learning to Rank Documents—0
Unsupervised Neural Generative Semantic Hashing—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