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 2551–2575 of 4740 papers

TitleStatusHype
An approach based on Combination of Features for automatic news retrieval—0
Musical Features for Automatic Music Transcription Evaluation—0
Extending Text Informativeness Measures to Passage Interestingness Evaluation (Language Model vs. Word Embedding)—0
ArCOV-19: The First Arabic COVID-19 Twitter Dataset with Propagation NetworksCode0
Towards Automatic Generation of Questions from Long Answers—0
Investigation of Singing Voice Separation for Singing Voice Detection in Polyphonic Music—0
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
Semantically-Enriched Search Engine for Geoportals: A Case Study with ArcGIS OnlineCode0
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
Quantifying daseinisation using Shannon entropy—0
The hypergeometric test performs comparably to TF-IDF on standard text analysis tasksCode0
A Nepali Rule Based Stemmer and its performance on different NLP applications—0
Regret Minimization in Stochastic Contextual Dueling Bandits—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