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 1301–1325 of 4740 papers

TitleStatusHype
Automatic creation of WordNets from parallel corpora—0
Deep Random Projection Outlyingness for Unsupervised Anomaly Detection—0
Automatic Cross-Lingual Similarization of Dependency Grammars for Tree-based Machine Translation—0
Deep Ranking Based Cost-sensitive Multi-label Learning for Distant Supervision Relation Extraction—0
Deep Reinforced Query Reformulation for Information Retrieval—0
Attribute based Chinese Named Entity Recognition and Disambiguation—0
A Survey on Practical Applications of Multi-Armed and Contextual Bandits—0
Deep Retrieval: Learning A Retrievable Structure for Large-Scale Recommendations—0
CSDR-BERT: a pre-trained scientific dataset match model for Chinese Scientific Dataset Retrieval—0
Deep scattering transform applied to note onset detection and instrument recognition—0
Crowdsourcing-based Annotation of the Accounting Registers of the Italian Comedy—0
Deep Sentence Embedding Using Long Short-Term Memory Networks: Analysis and Application to Information Retrieval—0
Leveraging Deep Graph-Based Text Representation for Sentiment Polarity Applications—0
Deep Sequence Models for Text Classification Tasks—0
DeepSRGM -- Sequence Classification and Ranking in Indian Classical Music with Deep Learning—0
Automatic Feature Weight Determination using Indexing and Pseudo-Relevance Feedback for Multi-feature Content-Based Image Retrieval—0
attr2vec: Jointly Learning Word and Contextual Attribute Embeddings with Factorization Machines—0
Deep Tensor Encoding—0
Automatic Identification and Ranking of Emergency Aids in Social Media Macro Community—0
DeepTopPush: Simple and Scalable Method for Accuracy at the Top—0
Automatic Identification of Bengali Noun-Noun Compounds Using Random Forest—0
Cross-topic Argument Mining from Heterogeneous Sources—0
DeepVoting: Learning Voting Rules with Tailored Embeddings—0
Deep Watershed Detector for Music Object Recognition—0
Attentive Representation Learning with Adversarial Training for Short Text Clustering—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