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 4426–4450 of 4740 papers

TitleStatusHype
Fair Ranking with Noisy Protected AttributesCode0
Music Instrument Classification ReprogrammedCode0
Key-Value Retrieval Networks for Task-Oriented DialogueCode0
Quati: A Brazilian Portuguese Information Retrieval Dataset from Native SpeakersCode0
BERT is not The Count: Learning to Match Mathematical Statements with ProofsCode0
DeepSSN: a deep convolutional neural network to assess spatial scene similarityCode0
DeepRank: A New Deep Architecture for Relevance Ranking in Information RetrievalCode0
Deep Randomized Ensembles for Metric LearningCode0
The First Swahili Language Scene Text Detection and Recognition DatasetCode0
KiloGrams: Very Large N-Grams for Malware ClassificationCode0
ZSCRGAN: A GAN-based Expectation Maximization Model for Zero-Shot Retrieval of Images from Textual DescriptionsCode0
Combining Graph Degeneracy and Submodularity for Unsupervised Extractive SummarizationCode0
KITAB: Evaluating LLMs on Constraint Satisfaction for Information RetrievalCode0
Towards Improving the Explainability of Text-based Information Retrieval with Knowledge GraphsCode0
ViQuAE, a Dataset for Knowledge-based Visual Question Answering about Named EntitiesCode0
ANTIQUE: A Non-Factoid Question Answering BenchmarkCode0
The Historical Significance of Textual DistancesCode0
Named Entity Recognition with Extremely Limited DataCode0
NARMADA: Need and Available Resource Managing Assistant for Disasters and AdversitiesCode0
Deep Neural Networks for YouTube RecommendationsCode0
Unsupervised Morphology Learning with Statistical ParadigmsCode0
NASH: Toward End-to-End Neural Architecture for Generative Semantic HashingCode0
A Human-AI Comparative Analysis of Prompt Sensitivity in LLM-Based Relevance JudgmentCode0
Knowledge Distillation for Singing Voice DetectionCode0
Query Performance Prediction for Neural IR: Are We There Yet?Code0
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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