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 3751–3775 of 4740 papers

TitleStatusHype
Semantic Arabic Information Retrieval Framework—0
Semantic Boolean Arabic Information Retrieval—0
Learning Semantic Similarity for Very Short Texts—0
Mood Classification of Hindi Songs based on Lyrics—0
Ruchi: Rating Individual Food Items in Restaurant Reviews—0
Similarity Metrics for Clustering PubMed Abstracts for Evidence Based Medicine—0
Let Sense Bags Do Talking: Cross Lingual Word Semantic Similarity for English and Hindi—0
Sentence Boundary Detection for Social Media Text—0
Overview of the 2015 ALTA Shared Task: Identifying French Cognates in English Text—0
Adversarial Prediction Games for Multivariate Losses—0
Graph-Based Word Alignment for Clinical Language Evaluation—0
Activity Auto-Completion: Predicting Human Activities From Partial Videos—0
OntoSeg: a Novel Approach to Text Segmentation using Ontological Similarity—0
Hierarchical classification of e-commerce related social media—0
A Deep Architecture for Semantic Matching with Multiple Positional Sentence RepresentationsCode0
Predicting Relevance based on Assessor Disagreement: Analysis and Practical Applications for Search Evaluation—0
An Information Retrieval Approach to Finding Dependent Subspaces of Multiple Views—0
Fast Metric Learning For Deep Neural Networks—0
Automatic Instrument Recognition in Polyphonic Music Using Convolutional Neural NetworksCode0
Efficient AUC Optimization for Information Ranking Applications—0
Information retrieval in folktales using natural language processing—0
Transforming Wikipedia into an Ontology-based Information Retrieval Search Engine for Local Experts using a Third-Party Taxonomy—0
Generic decoding of seen and imagined objects using hierarchical visual features—0
Transductive Optimization of Top k Precision—0
Further Theoretical Study of Distribution Separation Method for Information Retrieval—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