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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1276–1300 of 4740 papers

TitleStatusHype
Token-Event-Role Structure-based Multi-Channel Document-Level Event Extraction—0
Audio Embeddings as Teachers for Music ClassificationCode1
Beyond CO2 Emissions: The Overlooked Impact of Water Consumption of Information Retrieval ModelsCode1
The Future of AI-Assisted Writing—0
Pareto Optimal Learning for Estimating Large Language Model Errors—0
SE-PQA: Personalized Community Question AnsweringCode0
Streamlining Social Media Information Retrieval for COVID-19 Research with Deep LearningCode0
DCID: Deep Canonical Information DecompositionCode0
Multimodal Search on Iconclass using Vision-Language Pre-Trained Models—0
On the Robustness of Generative Retrieval Models: An Out-of-Distribution Perspective—0
Resources and Evaluations for Multi-Distribution Dense Information RetrievalCode1
Post-hoc Selection of Pareto-Optimal Solutions in Search and Recommendation—0
Sampling Individually-Fair Rankings that are Always Group Fair—0
Comparative analysis of various web crawler algorithms—0
QuOTeS: Query-Oriented Technical SummarizationCode0
Co-design Hardware and Algorithm for Vector SearchCode1
MARBLE: Music Audio Representation Benchmark for Universal EvaluationCode1
Typo-Robust Representation Learning for Dense RetrievalCode0
Reorganizing Educational Institutional Domain using Faceted Ontological Principles—0
SSE: A Metric for Evaluating Search System Explainability—0
Opportunities and Challenges for ChatGPT and Large Language Models in Biomedicine and Health—0
Prompt Performance Prediction for Image Generation—0
Explaining Legal Concepts with Augmented Large Language Models (GPT-4)—0
One Law, Many Languages: Benchmarking Multilingual Legal Reasoning for Judicial SupportCode0
Resources for Brewing BEIR: Reproducible Reference Models and an Official LeaderboardCode4
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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