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 1751–1775 of 4740 papers

TitleStatusHype
Human Preferences as Dueling BanditsCode0
Mining Root Cause Knowledge from Cloud Service Incident Investigations for AIOps—0
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 Data-Driven Methodology for Considering Feasibility and Pairwise Likelihood in Deep Learning Based Guitar Tablature Transcription SystemsCode1
A Survey on Efficient Processing of Similarity Queries over Neural Embeddings—0
Exploring Dual Encoder Architectures for Question AnsweringCode1
Latent Aspect Detection from Online Unsolicited Customer ReviewsCode1
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
Late multimodal fusion for image and audio music transcription—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
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
LDKP: A Dataset for Identifying Keyphrases from Long Scientific Documents—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