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 1601–1625 of 4740 papers

TitleStatusHype
mRobust04: A Multilingual Version of the TREC Robust 2004 Benchmark—0
Promptagator: Few-shot Dense Retrieval From 8 Examples—0
Multi-Modal Cross-Domain Alignment Network for Video Moment Retrieval—0
Learning Hierarchical Metrical Structure Beyond MeasuresCode1
Scaling and compressing melodies using geometric similarity measures—0
Interactions in Information Spread—0
Accuracy of the Uzbek stop words detection: a case study on "School corpus"—0
Certified Robustness to Word Substitution Ranking Attack for Neural Ranking ModelsCode0
Pre-training for Information Retrieval: Are Hyperlinks Fully Explored?—0
A Tale of HodgeRank and Spectral Method: Target Attack Against Rank Aggregation Is the Fixed Point of Adversarial GameCode0
Hard Negatives or False Negatives: Correcting Pooling Bias in Training Neural Ranking Models—0
MATT: A Multiple-instance Attention Mechanism for Long-tail Music Genre ClassificationCode0
Survey on Applications of Neurosymbolic Artificial Intelligence—0
Data Management Challenges for Internet-scale 3D Search Engines—0
CONCRETE: Improving Cross-lingual Fact-checking with Cross-lingual RetrievalCode1
Semantically Meaningful Metrics for Norwegian ASR SystemsCode0
Neural Approaches to Multilingual Information Retrieval—0
Evaluating Machine Translation in Cross-lingual E-Commerce Search—0
Negation detection in Dutch clinical texts: an evaluation of rule-based and machine learning methodsCode0
What is missing in deep music generation? A study of repetition and structure in popular music—0
Efficient Methods for Natural Language Processing: A Survey—0
Representation Learning for Appliance Recognition: A Comparison to Classical Machine Learning—0
Contrastive Audio-Language Learning for MusicCode1
A Study on Broadcast Networks for Music Genre ClassificationCode0
Debias the Black-box: A Fair Ranking Framework via Knowledge Distillation—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