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 2526–2550 of 4740 papers

TitleStatusHype
Rapformer: Conditional Rap Lyrics Generation with Denoising Autoencoders—0
Knowledge Fusion and Semantic Knowledge Ranking for Open Domain Question Answering—0
Prototype-to-Style: Dialogue Generation with Style-Aware Editing on Retrieval Memory—0
Impact of Semantic Granularity on Geographic Information Search Support—0
Unification-based Reconstruction of Multi-hop Explanations for Science QuestionsCode0
Concept-aware Geographic Information Retrieval—0
Topological Data Analysis in Text Classification: Extracting Features with Additive Information—0
Real-time information retrieval from Identity cards—0
A Joint Approach to Compound Splitting and Idiomatic Compound Detection—0
Exploring Inherent Properties of the Monophonic Melody of Songs—0
Joint Event Extraction along Shortest Dependency Paths using Graph Convolutional Networks—0
GFTE: Graph-based Financial Table ExtractionCode1
Semantically-Enriched Search Engine for Geoportals: A Case Study with ArcGIS OnlineCode0
Quantifying Musical Style: Ranking Symbolic Music based on Similarity to a StyleCode1
Optimizing Revenue while showing Relevant Assortments at ScaleCode1
Automatic Signboard Detection and Localization in Densely Populated Developing CitiesCode0
Just SLaQ When You Approximate: Accurate Spectral Distances for Web-Scale Graphs—0
Word Sense Disambiguation: A comprehensive knowledge exploitation framework—0
The hypergeometric test performs comparably to TF-IDF on standard text analysis tasksCode0
Quantifying daseinisation using Shannon entropy—0
A Nepali Rule Based Stemmer and its performance on different NLP applications—0
Regret Minimization in Stochastic Contextual Dueling Bandits—0
Text-based Question Answering from Information Retrieval and Deep Neural Network Perspectives: A Survey—0
Differentiable Top-k Operator with Optimal Transport—0
Historical Document Processing: Historical Document Processing: A Survey of Techniques, Tools, and Trends—0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