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

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Showing 101–150 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
Noise-Robust Dense Retrieval via Contrastive Alignment Post Training—0
Context Aware Query Rewriting for Text Rankers using LLM—0
CREDENCE: Counterfactual Explanations for Document Ranking—0
Cross-Lingual Training of Dense Retrievers for Document Retrieval—0
Cross-Lingual Training of Neural Models for Document Ranking—0
Cross-Lingual Training with Dense Retrieval for Document Retrieval—0
Data Augmentation for Sample Efficient and Robust Document Ranking—0
Deep Natural Language Processing for LinkedIn Search—0
Deep Neural Network for Learning to Rank Query-Text Pairs—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
Effective shared representations with Multitask Learning for Community Question Answering—0
Efficient Document Ranking with Learnable Late Interactions—0
Enhancing Document Ranking with Task-adaptive Training and Segmented Token Recovery Mechanism—0
Evaluating Generative Ad Hoc Information Retrieval—0
Evaluation of baseline information retrieval for Polish open-domain Question Answering system—0
Explainability of Text Processing and Retrieval Methods: A Critical Survey—0
Exploring the Value of Multi-View Learning for Session-Aware Query Representation—0
Exploring the Value of Multi-View Learning for Session-Aware Query Representation—0
Exponential Family Graph Matching and Ranking—0
Feature-Based Selection of Dependency Paths in Ad Hoc Information Retrieval—0
Generative and Pseudo-Relevant Feedback for Sparse, Dense and Learned Sparse Retrieval—0
Graph-Based Re-ranking: Emerging Techniques, Limitations, and Opportunities—0
GRM: Generative Relevance Modeling Using Relevance-Aware Sample Estimation for Document Retrieval—0
High Recall, Small Data: The Challenges of Within-System Evaluation in a Live Legal Search System—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