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
Unbiased Sentence Encoder For Large-Scale Multi-lingual Search Engines—0
Understanding the Behaviors of BERT in Ranking—0
Utilizing Embeddings for Ad-hoc Retrieval by Document-to-document Similarity—0
Weighted KL-Divergence for Document Ranking Model Refinement—0
Word-Entity Duet Representations for Document Ranking—0
YES SIR!Optimizing Semantic Space of Negatives with Self-Involvement Ranker—0
Unsupervised Neural Generative Semantic Hashing—0
A Domain Adaptation Regularization for Denoising Autoencoders—0
A Dual Embedding Space Model for Document Ranking—0
Analysing the Effect of Clarifying Questions on Document Ranking in Conversational Search—0
An Empirical Study of Uniform-Architecture Knowledge Distillation in Document Ranking—0
A Neural Autoencoder Approach for Document Ranking and Query Refinement in Pharmacogenomic Information Retrieval—0
A Neural Passage Model for Ad-hoc Document Retrieval—0
A Novel Cascade Model for Learning Latent Similarity from Heterogeneous Sequential Data of MOOC—0
A Passage-Based Approach to Learning to Rank Documents—0
Are Semantically Coherent Topic Models Useful for Ad Hoc Information Retrieval?—0
A review on ranking problems in statistical learning—0
A Static Pruning Study on Sparse Neural Retrievers—0
A Unified Retrieval Framework with Document Ranking and EDU Filtering for Multi-document Summarization—0
Avoiding Your Teacher's Mistakes: Training Neural Networks with Controlled Weak Supervision—0
AWS CORD-19 Search: A Neural Search Engine for COVID-19 Literature—0
Beyond Reproducibility: Advancing Zero-shot LLM Reranking Efficiency with Setwise Insertion—0
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
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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