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 2426–2450 of 4740 papers

TitleStatusHype
Reinforcement Learning-driven Information Seeking: A Quantum Probabilistic Approach—0
Multitask learning for instrument activation aware music source separation—0
MusiCoder: A Universal Music-Acoustic Encoder Based on Transformers—0
Cluster-Based Information Retrieval by using (K-means)- Hierarchical Parallel Genetic Algorithms Approach—0
Term-Recency for TF-IDF, BM25 and USE Term Weighting—0
An Acoustic Segment Model Based Segment Unit Selection Approach to Acoustic Scene Classification with Partial Utterances—0
Towards Multi-Language Recipe Personalisation and Recommendation—0
Evaluating the reliability of acoustic speech embeddings—0
A Survey on Complex Question Answering over Knowledge Base: Recent Advances and Challenges—0
COVID-19 Knowledge Graph: Accelerating Information Retrieval and Discovery for Scientific Literature—0
A Survey on Graph Neural Networks for Knowledge Graph Completion—0
ZSCRGAN: A GAN-based Expectation Maximization Model for Zero-Shot Retrieval of Images from Textual DescriptionsCode0
Musical Word Embedding: Bridging the Gap between Listening Contexts and Music—0
Understanding BERT Rankers Under Distillation—0
Towards Multimodal MIR: Predicting individual differences from music-induced movement—0
Event Prediction in the Big Data Era: A Systematic Survey—0
A Bag of Visual Words Model for Medical Image Retrieval—0
Multi-Perspective Semantic Information Retrieval in the Biomedical Domain—0
Self-Supervised Learning of Context-Aware Pitch Prosody Representations—0
Deep Reinforced Query Reformulation for Information Retrieval—0
A Feature Analysis for Multimodal News Retrieval—0
Deep Retrieval: Learning A Retrievable Structure for Large-Scale Recommendations—0
A Survey of Quantum Theory Inspired Approaches to Information Retrieval—0
An Evaluation of Two Commercial Deep Learning-Based Information Retrieval Systems for COVID-19 Literature—0
Overlapping Spaces for Compact Graph RepresentationsCode0
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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