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 2401–2450 of 4740 papers

TitleStatusHype
Report on the 2019 Workshop on Smart Farming and Data Analytics (SFDAI)—0
Proximity full-text searches of frequently occurring words with a response time guarantee—0
Self-Supervised Contrastive Learning for Code Retrieval and Summarization via Semantic-Preserving Transformations—0
Analysis and representation of Igbo text document for a text-based system—0
Multi-Perspective Semantic Information Retrieval—0
Revisiting the Open-Domain Question Answering Pipeline—0
Comparing Fair Ranking Metrics—0
A Preliminary Study on Using Meta-learning Technique for Information Retrieval—0
Controlling Chat Bot Multi-Document Navigation with the Extended Discourse Trees—0
Optimize What You Evaluate With: A Simple Yet Effective Framework For Direct Optimization Of IR Metrics—0
Repurposing TREC-COVID Annotations to Answer the Key Questions of CORD-19—0
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
Compression of Deep Learning Models for Text: A Survey—0
Improving information retrieval from electronic health records using dynamic and multi-collaborative filtering—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
Zero-Shot Heterogeneous Transfer Learning from Recommender Systems to Cold-Start Search Retrieval—0
Quran Intelligent Ontology Construction Approach Using Association Rules Mining—0
Efficient Neural Query Auto Completion—0
Introductory review to quantum information retrieval—0
Data Cleansing with Contrastive Learning for Vocal Note Event AnnotationsCode0
Content based singing voice source separation via strong conditioning using aligned phonemesCode0
Reinforcement Learning-driven Information Seeking: A Quantum Probabilistic Approach—0
Multitask learning for instrument activation aware music source separation—0
MusiCoder: A Universal Music-Acoustic Encoder Based on Transformers—0
Cluster-Based Information Retrieval by using (K-means)- Hierarchical Parallel Genetic Algorithms Approach—0
Term-Recency for TF-IDF, BM25 and USE Term Weighting—0
An Acoustic Segment Model Based Segment Unit Selection Approach to Acoustic Scene Classification with Partial Utterances—0
Towards Multi-Language Recipe Personalisation and Recommendation—0
Evaluating the reliability of acoustic speech embeddings—0
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
ZSCRGAN: A GAN-based Expectation Maximization Model for Zero-Shot Retrieval of Images from Textual DescriptionsCode0
Musical Word Embedding: Bridging the Gap between Listening Contexts and Music—0
Understanding BERT Rankers Under Distillation—0
Towards Multimodal MIR: Predicting individual differences from music-induced movement—0
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
A Feature Analysis for Multimodal News Retrieval—0
Deep Retrieval: Learning A Retrievable Structure for Large-Scale Recommendations—0
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
Overlapping Spaces for Compact Graph RepresentationsCode0
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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