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 2326–2350 of 4740 papers

TitleStatusHype
A Compositional-Distributional Semantic Model for Searching Complex Entity Categories—0
Deep Learning Models For Multiword Expression Identification—0
Deep Learning in Semantic Kernel Spaces—0
Automatic cognate identification with gap-weighted string subsequences.—0
Deep Learning for MIR Tutorial—0
Deep Learning for Biomedical Information Retrieval: Learning Textual Relevance from Click Logs—0
Automatic Climate Classification of Environmental Science Literature—0
ANCHOLIK-NER: A Benchmark Dataset for Bangla Regional Named Entity Recognition—0
Automatic classification of doctor-patient questions for a virtual patient record query task—0
Deep Learning Based Dense Retrieval: A Comparative Study—0
Pareto Optimal Learning for Estimating Large Language Model Errors—0
An Axiomatic Approach to Regularizing Neural Ranking Models—0
Advice from the Oracle: Really Intelligent Information Retrieval—0
Deep Learning Approach for Singer Voice Classification of Vietnamese Popular Music—0
Deep Learning Applied to Image and Text Matching—0
Automatically generated NE tagged corpora for English and Hungarian—0
Deep Learning applications for COVID-19—0
Deep Learning and Continuous Representations for Natural Language Processing—0
Automatically Building a Corpus for Sentiment Analysis on Indonesian Tweets—0
A natural language interface to a graph-based bibliographic information retrieval system—0
DEEPF0: End-To-End Fundamental Frequency Estimation for Music and Speech Signals—0
Towards Brain Passage Retrieval -- An Investigation of EEG Query Representations—0
Deep Domain Specialisation for single-model multi-domain learning to rank—0
Automates lexico-phon\'etiques pour l'indexation et la recherche de segments de parole (Lexical-phonetic automata for spoken utterance indexing and retrieval) [in French]—0
An Attention-Based Deep Net for Learning to Rank—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