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 4451–4500 of 4740 papers

TitleStatusHype
Natural Language Processing for Information ExtractionCode0
Combining a Context Aware Neural Network with a Denoising Autoencoder for Measuring String SimilaritiesCode0
Deep Learning for Audio Signal ProcessingCode0
Combination of Convolutional and Recurrent Neural Network for Sentiment Analysis of Short TextsCode0
A Survey on Recent Advances in Named Entity Recognition from Deep Learning modelsCode0
Deep Learning based Recommender System: A Survey and New PerspectivesCode0
Navigable Proximity Graph-Driven Native Hybrid Queries with Structured and Unstructured ConstraintsCode0
Streamlining Social Media Information Retrieval for COVID-19 Research with Deep LearningCode0
Query Understanding via Intent Description GenerationCode0
Fairness in Image Search: A Study of Occupational Stereotyping in Image Retrieval and its DebiasingCode0
fairDMS: Rapid Model Training by Data and Model ReuseCode0
An Empirical Study on Compliance with Ranking Transparency in the Software Documentation of EU Online PlatformsCode0
Unsupervised Multi-Index Semantic HashingCode0
Question Answering as Global Reasoning over Semantic AbstractionsCode0
Benchmark for Complex Answer RetrievalCode0
KRAUTS: A German Temporally Annotated News CorpusCode0
Negation detection in Dutch clinical texts: an evaluation of rule-based and machine learning methodsCode0
Extraction and Analysis of Fictional Character Networks: A SurveyCode0
Unsupervised Multilingual Dense Retrieval via Generative Pseudo LabelingCode0
Unsupervised Named Entity Disambiguation for Low Resource DomainsCode0
Exploring Topic Coherence over Many Models and Many TopicsCode0
An Efficient Combinatorial Optimization Model Using Learning-to-Rank DistillationCode0
A Hierarchical Deep Learning Approach for Minority Instrument DetectionCode0
Exploring the Potential for Large Language Models to Demonstrate Rational Probabilistic BeliefsCode0
Neural Arabic Question AnsweringCode0
Language Agnostic Multilingual Information Retrieval with Contrastive LearningCode0
Answering Complex Open-domain Questions Through Iterative Query GenerationCode0
Language Fairness in Multilingual Information RetrievalCode0
Towards Reliable Testing for Multiple Information Retrieval System ComparisonsCode0
Deep Learning-Based Automatic Downbeat Tracking: A Brief ReviewCode0
A Graph Degeneracy-based Approach to Keyword ExtractionCode0
Exploring modality-agnostic representations for music classificationCode0
QuOTeS: Query-Oriented Technical SummarizationCode0
A Critical Review of Recurrent Neural Networks for Sequence LearningCode0
A graph-based approach to extracting narrative signals from public discourseCode0
Word Discriminations for Vocabulary Inventory PredictionCode0
Exploring Information Retrieval Landscapes: An Investigation of a Novel Evaluation Techniques and Comparative Document Splitting MethodsCode0
Neural-IR-Explorer: A Content-Focused Tool to Explore Neural Re-Ranking ResultsCode0
Neural Machine UnrankingCode0
The Literary Theme Ontology for Media Annotation and Information RetrievalCode0
BCTH: A Novel Text Hashing Approach via Bayesian ClusteringCode0
Word Embedding Approach for Synonym Extraction of Multi-Word TermsCode0
NeuralMind-UNICAMP at 2022 TREC NeuCLIR: Large Boring Rerankers for Cross-lingual RetrievalCode0
Unsupervised Submodular Rank Aggregation on Score-based PermutationsCode0
Large-Scale Approximate k-NN Graph Construction on GPUCode0
Towards Safer Operations: An Expert-involved Dataset of High-Pressure Gas Incidents for Preventing Future FailuresCode0
Large-Scale Cover Song Detection in Digital Music Libraries Using Metadata, Lyrics and Audio FeaturesCode0
Deep convolutional neural networks for predominant instrument recognition in polyphonic musicCode0
Large Scale Multi-Lingual Multi-Modal Summarization DatasetCode0
Bayesian Attention Mechanism: A Probabilistic Framework for Positional Encoding and Context Length ExtrapolationCode0
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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