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
Multi-Stage Pre-training for Low-Resource Domain Adaptation—0
Longformer for MS MARCO Document Re-ranking TaskCode1
Simplified TinyBERT: Knowledge Distillation for Document RetrievalCode1
PARADE: Passage Representation Aggregation for Document RerankingCode1
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
GLOW : Global Weighted Self-Attention Network for Web SearchCode1
Local Self-Attention over Long Text for Efficient Document RetrievalCode1
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
ColBERT: Efficient and Effective Passage Search via Contextualized Late Interaction over BERTCode2
Cross-lingual Information Retrieval with BERTCode0
Learning-to-Rank with BERT in TF-Ranking—0
Document Ranking with a Pretrained Sequence-to-Sequence ModelCode1
TU Wien @ TREC Deep Learning '19 -- Simple Contextualization for Re-rankingCode1
Multi-Stage Document Ranking with BERTCode1
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
XLNet: Generalized Autoregressive Pretraining for Language UnderstandingCode1
Context Attentive Document Ranking and Query SuggestionCode1
A Passage-Based Approach to Learning to Rank Documents—0
Unsupervised Neural Generative Semantic Hashing—0
Understanding the Behaviors of BERT in Ranking—0
CEDR: Contextualized Embeddings for Document RankingCode0
Joint Optimization of Cascade Ranking ModelsCode0
DeepTileBars: Visualizing Term Distribution for Neural Information RetrievalCode0
Learning Neural Representation for CLIR with Adversarial Framework—0
Interpreting search result rankings through intent modeling—0
Repeatability Corner Cases in Document Ranking: The Impact of Score Ties—0
Phrase2VecGLM: Neural generalized language model--based semantic tagging for complex query reformulation in medical IR—0
A Neural Autoencoder Approach for Document Ranking and Query Refinement in Pharmacogenomic Information Retrieval—0
Learning to Rank from Samples of Variable Quality—0
Learning Word Embeddings for Low-Resource Languages by PU Learning—0
Deep Neural Network for Learning to Rank Query-Text Pairs—0
Multi-Task Learning for Document Ranking and Query SuggestionCode0
IJCNLP-2017 Task 3: Review Opinion Diversification (RevOpiD-2017)—0
Avoiding Your Teacher's Mistakes: Training Neural Networks with Controlled Weak Supervision—0
A Novel Cascade Model for Learning Latent Similarity from Heterogeneous Sequential Data of MOOC—0
Utilizing Embeddings for Ad-hoc Retrieval by Document-to-document Similarity—0
Neural Vector Spaces for Unsupervised Information RetrievalCode0
Integrating Lexical and Temporal Signals in Neural Ranking Models for Searching Social Media Streams—0
Word-Entity Duet Representations for Document Ranking—0
End-to-End Neural Ad-hoc Ranking with Kernel PoolingCode0
IRGAN: A Minimax Game for Unifying Generative and Discriminative Information Retrieval ModelsCode0
Effective shared representations with Multitask Learning for Community Question Answering—0
Learning to Weight Translations using Ordinal Linear Regression and Query-generated Training Data for Ad-hoc Retrieval with Long Queries—0
Improving Document Ranking using Query Expansion and Classification Techniques for Mixed Script Information Retrieval—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