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
CEDR: Contextualized Embeddings for Document RankingCode0
Efficient Document Re-Ranking for Transformers by Precomputing Term RepresentationsCode0
End-to-End Neural Ad-hoc Ranking with Kernel PoolingCode0
Cross-lingual Information Retrieval with BERTCode0
Precise Zero-Shot Pointwise Ranking with LLMs through Post-Aggregated Global Context InformationCode0
Extractive Explanations for Interpretable Text RankingCode0
Principled Multi-Aspect Evaluation Measures of RankingsCode0
Enhancing User Behavior Sequence Modeling by Generative Tasks for Session SearchCode0
Dynamic Facet Selection by Maximizing Graded RelevanceCode0
Query Augmentation by Decoding Semantics from Brain SignalsCode0
BERT Rankers are Brittle: a Study using Adversarial Document PerturbationsCode0
Beyond Questions: Leveraging ColBERT for Keyphrase SearchCode0
How do Large Language Models Understand Relevance? A Mechanistic Interpretability PerspectiveCode0
Learning to Weight Translations using Ordinal Linear Regression and Query-generated Training Data for Ad-hoc Retrieval with Long Queries—0
Learning Word Embeddings for Low-Resource Languages by PU Learning—0
Leveraging Effective Query Modeling Techniques for Speech Recognition and Summarization—0
LRG at TREC 2020: Document Ranking with XLNet-Based Models—0
MarlRank: Multi-agent Reinforced Learning to Rank—0
Measuring Bias in a Ranked List using Term-based Representations—0
Mirror Matching: Document Matching Approach in Seed-driven Document Ranking for Medical Systematic Reviews—0
Mixed Attention Transformer for Leveraging Word-Level Knowledge to Neural Cross-Lingual Information Retrieval—0
Modeling Relevance Ranking under the Pre-training and Fine-tuning Paradigm—0
Multi-Field Adaptive Retrieval—0
Multi-Stage Pre-training for Low-Resource Domain Adaptation—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
RankDistil: Knowledge Distillation for Ranking—0
Recency Ranking by Diversification of Result Set—0
Rembrandt - a named-entity recognition framework—0
Repeatability Corner Cases in Document Ranking: The Impact of Score Ties—0
Representing Documents and Queries as Sets of Word Embedded Vectors for Information Retrieval—0
Selective Term Proximity Scoring Via BP-ANN—0
Significant Improvements over the State of the Art? A Case Study of the MS MARCO Document Ranking Leaderboard—0
Supervised Contrastive Learning Approach for Contextual Ranking—0
Temporal Text Ranking and Automatic Dating of Texts—0
The Impact of Multiword Expression Compositionality on Machine Translation Evaluation—0
The Surprising Effectiveness of Rankers Trained on Expanded Queries—0
Toward a Deep Neural Approach for Knowledge-Based IR—0
Towards Axiomatic Explanations for Neural Ranking Models—0
Towards Reducing Manual Workload in Technology-Assisted Reviews: Estimating Ranking Performance—0
TPRM: A Topic-based Personalized Ranking Model for Web Search—0
Transfer Learning Approaches for Building Cross-Language Dense Retrieval Models—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