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 51–100 of 168 papers

TitleStatusHype
In-Batch Negatives for Knowledge Distillation with Tightly-Coupled Teachers for Dense Retrieval—0
Information retrieval for label noise document ranking by bag sampling and group-wise loss—0
Integrate Document Ranking Information into Confidence Measure Calculation for Spoken Term Detection—0
Integrating Lexical and Temporal Signals in Neural Ranking Models for Searching Social Media Streams—0
Interactive Query Clarification and Refinement via User Simulation—0
Interpreting search result rankings through intent modeling—0
KeyB2: Selecting Key Blocks is Also Important for Long Document Ranking with Large Language Models—0
LEAD: Liberal Feature-based Distillation for Dense Retrieval—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
Neural Rankers for Effective Screening Prioritisation in Medical Systematic Review Literature Search—0
Non-Linear Multiple Field Interactions Neural Document Ranking—0
On Synthetic Data Strategies for Domain-Specific Generative Retrieval—0
On the Calibration and Uncertainty of Neural Learning to Rank Models for Conversational Search—0
On the Evaluation of Machine-Generated Reports—0
Personalized Search Via Neural Contextual Semantic Relevance Ranking—0
Phrase2VecGLM: Neural generalized language model--based semantic tagging for complex query reformulation in medical IR—0
PRADA: Practical Black-Box Adversarial Attacks against Neural Ranking Models—0
White Hat Search Engine Optimization using Large Language Models—0
Query-Specific Knowledge Graphs for Complex Finance Topics—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