SOTAVerified

Information Retrieval

Information retrieval is the task of ranking a list of documents or search results in response to a query

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Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 3526–3550 of 4740 papers

TitleStatusHype
Discrimination between Similar Languages, Varieties and Dialects using CNN- and LSTM-based Deep Neural Networks—0
The Role of Wikipedia in Text Analysis and Retrieval—0
Factory of realities: on the emergence of virtual spatiotemporal structures—0
Rising Novelties on Evolving Networks: Recent Behavior Dominant and Non-Dominant Model—0
Neural Information Retrieval: A Literature Review—0
How to do lexical quality estimation of a large OCRed historical Finnish newspaper collection with scarce resources—0
Getting Started with Neural Models for Semantic Matching in Web Search—0
Binary Paragraph Vectors—0
A Position Encoding Convolutional Neural Network Based on Dependency Tree for Relation Classification—0
A Graph Degeneracy-based Approach to Keyword ExtractionCode0
Comparing Data Sources and Architectures for Deep Visual Representation Learning in Semantics—0
Convolutional Neural Network Language ModelsCode0
Real-time News Story Detection and Tracking with HashtagsCode0
Citation Analysis with Neural Attention Models—0
Automatic Cross-Lingual Similarization of Dependency Grammars for Tree-based Machine Translation—0
TweeTime : A Minimally Supervised Method for Recognizing and Normalizing Time Expressions in TwitterCode0
Supervised Distributional Hypernym Discovery via Domain Adaptation—0
Learning to Match Using Local and Distributed Representations of Text for Web SearchCode0
Symmetric Private Information Retrieval For MDS Coded Distributed Storage—0
Supervised Term Weighting Metrics for Sentiment Analysis in Short Text—0
Optimal Download Cost of Private Information Retrieval for Arbitrary Message Length—0
Adversary Resistant Deep Neural Networks with an Application to Malware Detection—0
Recurrent Neural Network Based Loanwords Identification in Uyghur—0
Retrieval Term Prediction Using Deep Learning Methods—0
A Pipeline Japanese Entity Linking System with Embedding Features—0
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All datasetsBSARDMS MARCOCQADupStackTREC-PMAmazonMSLR WEB30KMSMARCOMTEBNews HeadlinesOhsumed

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Two-tower Bi-Encoder (RoBERTa)Recall@10074.78—Unverified
2Siamese Bi-Encoder (RoBERTa)Recall@10071.63—Unverified
3BM25Recall@10051.33—Unverified
#ModelMetricClaimedVerifiedStatus
1RetroMAE v2MRR@1042.58—Unverified
2ConAE-256Time (ms)0.33—Unverified
3ConAE-128Time (ms)0.32—Unverified
#ModelMetricClaimedVerifiedStatus
1SGPT-BE-5.8BmAP@1000.16—Unverified
2TSDAEmAP@1000.15—Unverified
#ModelMetricClaimedVerifiedStatus
1hpipubcommoninfNDCG0.56—Unverified
2hpictallinfNDCG0.55—Unverified
#ModelMetricClaimedVerifiedStatus
1MINDHR@300.32—Unverified
#ModelMetricClaimedVerifiedStatus
1Distilled NetworknDCG@100.53—Unverified
#ModelMetricClaimedVerifiedStatus
1RetroMAEMRR@100.42—Unverified
#ModelMetricClaimedVerifiedStatus
1SGPT-5.8B-msmarconDCG@1050.25—Unverified
#ModelMetricClaimedVerifiedStatus
1Information Retrieval + SVM1:1 Accuracy83.79—Unverified
#ModelMetricClaimedVerifiedStatus
1BERT+CONCEPT FILTERNDCG0.25—Unverified