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 2626–2650 of 4740 papers

TitleStatusHype
Multilabel reductions: what is my loss optimising?—0
Building Discourse Parser for Thirukkural—0
Machine learning for music genre: multifaceted review and experimentation with audiosetCode0
Augmentation Methods on Monophonic Audio for Instrument Classification in Polyphonic MusicCode0
CAWA: An Attention-Network for Credit AttributionCode0
A Vietnamese information retrieval system for product-price—0
Using the Web as an Implicit Training Set: Application to Noun Compound Syntax and Semantics—0
Cross-modal representation alignment of molecular structure and perturbation-induced transcriptional profilesCode0
An Alternative Cross Entropy Loss for Learning-to-Rank—0
A Survey on Adversarial Information Retrieval on the Web—0
On the Vietnamese Name Entity Recognition: A Deep Learning Method Approach—0
Quick and (not so) Dirty: Unsupervised Selection of Justification Sentences for Multi-hop Question Answering—0
Contribution au Niveau de l'Approche Indirecte à Base de Transfert dans la Traduction Automatique—0
Temporarily Unavailable: Memory Inhibition in Cognitive and Computer Science—0
An Accuracy-Enhanced Stemming Algorithm for Arabic Information Retrieval—0
Sato: Contextual Semantic Type Detection in TablesCode0
Allowing for equal opportunities for artists in music recommendation—0
How Low Can You Go? Reducing Frequency and Time Resolution in Current CNN Architectures for Music Auto-tagging—0
Biomedical Evidence Generation Engine—0
Feature Extraction in Augmented Reality—0
Enriching Conversation Context in Retrieval-based Chatbots—0
BERT-CNN: a Hierarchical Patent Classifier Based on a Pre-Trained Language Model—0
SEAGLE: A Platform for Comparative Evaluation of Semantic Encoders for Information Retrieval—0
RDoC Task at BioNLP-OST 2019—0
Exploring Diverse Expressions for Paraphrase Generation—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