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 2351–2400 of 4740 papers

TitleStatusHype
Repurposing TREC-COVID Annotations to Answer the Key Questions of CORD-19—0
Neural Code Search Revisited: Enhancing Code Snippet Retrieval through Natural Language IntentCode1
Item Tagging for Information Retrieval: A Tripartite Graph Neural Network based ApproachCode0
Query Understanding via Intent Description GenerationCode0
Analysis of Multivariate Scoring Functions for Automatic Unbiased Learning to RankCode0
The Evaluation of Rating Systems in Online Free-for-All Games—0
Fine-grained Visual Textual Alignment for Cross-Modal Retrieval using Transformer EncodersCode1
Improving information retrieval from electronic health records using dynamic and multi-collaborative filtering—0
Compression of Deep Learning Models for Text: A Survey—0
KBGN: Knowledge-Bridge Graph Network for Adaptive Vision-Text Reasoning in Visual Dialogue—0
Metric Learning vs Classification for Disentangled Music Representation Learning—0
Quran Intelligent Ontology Construction Approach Using Association Rules Mining—0
Zero-Shot Heterogeneous Transfer Learning from Recommender Systems to Cold-Start Search Retrieval—0
Mixing-Specific Data Augmentation Techniques for Improved Blind Violin/Piano Source SeparationCode1
Efficient Neural Query Auto Completion—0
Introductory review to quantum information retrieval—0
Reinforcement Learning-driven Information Seeking: A Quantum Probabilistic Approach—0
Content based singing voice source separation via strong conditioning using aligned phonemesCode0
Data Cleansing with Contrastive Learning for Vocal Note Event AnnotationsCode0
MusiCoder: A Universal Music-Acoustic Encoder Based on Transformers—0
Multitask learning for instrument activation aware music source separation—0
audioLIME: Listenable Explanations Using Source SeparationCode1
Term-Recency for TF-IDF, BM25 and USE Term Weighting—0
Cluster-Based Information Retrieval by using (K-means)- Hierarchical Parallel Genetic Algorithms Approach—0
An Acoustic Segment Model Based Segment Unit Selection Approach to Acoustic Scene Classification with Partial Utterances—0
Ultra-light deep MIR by trimming lottery ticketsCode1
Declarative Experimentation in Information Retrieval using PyTerrierCode1
Evaluating the reliability of acoustic speech embeddings—0
Towards Multi-Language Recipe Personalisation and Recommendation—0
Receptive-Field Regularized CNNs for Music Classification and TaggingCode1
A Survey on Complex Question Answering over Knowledge Base: Recent Advances and Challenges—0
COVID-19 Knowledge Graph: Accelerating Information Retrieval and Discovery for Scientific Literature—0
A Survey on Graph Neural Networks for Knowledge Graph Completion—0
Musical Word Embedding: Bridging the Gap between Listening Contexts and Music—0
ZSCRGAN: A GAN-based Expectation Maximization Model for Zero-Shot Retrieval of Images from Textual DescriptionsCode0
Understanding BERT Rankers Under Distillation—0
Towards Multimodal MIR: Predicting individual differences from music-induced movement—0
A Comparison of Supervised Learning to Match Methods for Product SearchCode1
Event Prediction in the Big Data Era: A Systematic Survey—0
A Bag of Visual Words Model for Medical Image Retrieval—0
Multi-Perspective Semantic Information Retrieval in the Biomedical Domain—0
Self-Supervised Learning of Context-Aware Pitch Prosody Representations—0
Deep Reinforced Query Reformulation for Information Retrieval—0
Are We There Yet? Evaluating State-of-the-Art Neural Network based Geoparsers Using EUPEG as a Benchmarking PlatformCode1
A Feature Analysis for Multimodal News Retrieval—0
Deep Retrieval: Learning A Retrievable Structure for Large-Scale Recommendations—0
GLOW : Global Weighted Self-Attention Network for Web SearchCode1
A Survey of Quantum Theory Inspired Approaches to Information Retrieval—0
An Evaluation of Two Commercial Deep Learning-Based Information Retrieval Systems for COVID-19 Literature—0
CORD19STS: COVID-19 Semantic Textual Similarity Dataset—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