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 1801–1825 of 4740 papers

TitleStatusHype
MuSeCLIR: A Multiple Senses and Cross-lingual Information Retrieval DatasetCode0
Repo4QA: Answering Coding Questions via Dense Retrieval on GitHub RepositoriesCode0
Multi-stage Information Retrieval for Vietnamese Legal Texts—0
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
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
Neural Approaches to Multilingual Information Retrieval—0
Semantically Meaningful Metrics for Norwegian ASR SystemsCode0
What is missing in deep music generation? A study of repetition and structure in popular music—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
Efficient Methods for Natural Language Processing: A Survey—0
Representation Learning for Appliance Recognition: A Comparison to Classical Machine Learning—0
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