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

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Showing 1926–1950 of 4740 papers

TitleStatusHype
fairDMS: Rapid Model Training by Data and Model ReuseCode0
Is Non-IID Data a Threat in Federated Online Learning to Rank?Code0
Where Was COVID-19 First Discovered? Designing a Question-Answering System for Pandemic Situations—0
A Survey on Efficient Processing of Similarity Queries over Neural Embeddings—0
Composite Code Sparse Autoencoders for first stage retrieval—0
XLMRQA: Open-Domain Question Answering on Vietnamese Wikipedia-based Textual Knowledge Source—0
EHRKit: A Python Natural Language Processing Toolkit for Electronic Health Record Texts—0
Research on Cross-media Science and Technology Information Data Retrieval—0
Data Augmentation for Biomedical Factoid Question AnsweringCode0
Musical Information Extraction from the Singing Voice—0
Paying More Attention to Self-attention: Improving Pre-trained Language Models via Attention Guiding—0
Match-Prompt: Improving Multi-task Generalization Ability for Neural Text Matching via Prompt LearningCode0
Late multimodal fusion for image and audio music transcription—0
On the Effectiveness of Pretrained Models for API Learning—0
PRADA: Practical Black-Box Adversarial Attacks against Neural Ranking Models—0
Graph-based Approximate NN Search: A Revisit—0
A Rich Recipe Representation as Plan to Support Expressive Multi Modal Queries on Recipe Content and Preparation Process—0
IITD-DBAI: Multi-Stage Retrieval with Pseudo-Relevance Feedback and Query Reformulation—0
End-to-End Table Question Answering via Retrieval-Augmented Generation—0
Iranian Modal Music (Dastgah) detection using deep neural networks—0
LDKP: A Dataset for Identifying Keyphrases from Long Scientific Documents—0
AMCAD: Adaptive Mixed-Curvature Representation based Advertisement Retrieval System—0
From Intervention to Domain Transportation: A Novel Perspective to Optimize Recommendation—0
Tutorial: Modern Theoretical Tools for Understanding and Designing Next-generation Information Retrieval System—0
Navigable Proximity Graph-Driven Native Hybrid Queries with Structured and Unstructured ConstraintsCode0
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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