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 2351–2375 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
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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