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 2551–2600 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
Differentiable Top-k Operator with Optimal Transport—0
Text-based Question Answering from Information Retrieval and Deep Neural Network Perspectives: A Survey—0
Historical Document Processing: Historical Document Processing: A Survey of Techniques, Tools, and Trends—0
HybridCite: A Hybrid Model for Context-Aware Citation RecommendationCode0
Acoustic Scene Classification Using Bilinear Pooling on Time-liked and Frequency-liked Convolution Neural Network—0
Cross-modal variational inference for bijective signal-symbol translation—0
Pre-training Tasks for Embedding-based Large-scale Retrieval—0
Experiments with Different Indexing Techniques for Text Retrieval tasks on Gujarati Language using Bag of Words Approach—0
Fast Generating A Large Number of Gumbel-Max Variables—0
Safe Exploration for Optimizing Contextual BanditsCode0
Multi-Modal Music Information Retrieval: Augmenting Audio-Analysis with Visual Computing for Improved Music Video Analysis—0
Concept Embedding for Information Retrieval—0
A Tool for Conducting User Studies on Mobile DevicesCode0
Towards Automatic Clustering Analysis using Traces of Information Gain: The InfoGuide Method—0
Bibliometric-enhanced Information Retrieval 10th Anniversary Workshop Edition—0
A multimodal deep learning approach for named entity recognition from social media—0
Experiments on Manual Thesaurus based Query Expansion for Ad-hoc Monolingual Gujarati Information Retrieval Tasks—0
Quantum Private Information Retrieval from Coded and Colluding Servers—0
Latent-variable Private Information Retrieval—0
Document Network Projection in Pretrained Word Embedding Space—0
Deep Learning for MIR Tutorial—0
Unbiased evaluation of ranking metrics reveals consistent performance in science and technology citation data—0
Humpty Dumpty: Controlling Word Meanings via Corpus Poisoning—0
Modeling Product Search Relevance in e-Commerce—0
On the Replicability of Combining Word Embeddings and Retrieval Models—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