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 4526–4550 of 4740 papers

TitleStatusHype
Deep Domain Specialisation for single-model multi-domain learning to rank—0
Towards Brain Passage Retrieval -- An Investigation of EEG Query Representations—0
DEEPF0: End-To-End Fundamental Frequency Estimation for Music and Speech Signals—0
Deep Learning and Continuous Representations for Natural Language Processing—0
Deep Learning applications for COVID-19—0
Deep Learning Applied to Image and Text Matching—0
Deep Learning Approach for Singer Voice Classification of Vietnamese Popular Music—0
Deep Learning Based Dense Retrieval: A Comparative Study—0
Deep Learning for Biomedical Information Retrieval: Learning Textual Relevance from Click Logs—0
Deep Learning for MIR Tutorial—0
Deep Learning in Semantic Kernel Spaces—0
Deep Learning Models For Multiword Expression Identification—0
Deep Learning Relevance: Creating Relevant Information (as Opposed to Retrieving it)—0
Deep Neural Network for Learning to Rank Query-Text Pairs—0
Deep Neural Networks at the Service of Multilingual Parallel Sentence Extraction—0
Deep Neural Networks for Query Expansion using Word Embeddings—0
Deep Random Projection Outlyingness for Unsupervised Anomaly Detection—0
Deep Ranking Based Cost-sensitive Multi-label Learning for Distant Supervision Relation Extraction—0
Deep Reinforced Query Reformulation for Information Retrieval—0
DeepResearchGym: A Free, Transparent, and Reproducible Evaluation Sandbox for Deep Research—0
Deep Retrieval: Learning A Retrievable Structure for Large-Scale Recommendations—0
Deep scattering transform applied to note onset detection and instrument recognition—0
Deep Semi-Supervised Metric Learning With Mixed Label Propagation—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
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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