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 1726–1750 of 4740 papers

TitleStatusHype
Customizing Knowledge Graph Embedding to Improve Clinical Study Recommendation—0
Cache-Aided Multi-User Private Information Retrieval using PDAs—0
On Cache-Aided Multi-User Private Information Retrieval with Small Caches—0
Development of a Thermodynamics of Human Cognition and Human Culture—0
Rank-LIME: Local Model-Agnostic Feature Attribution for Learning to Rank—0
AgAsk: An Agent to Help Answer Farmer's Questions From Scientific DocumentsCode0
Parameter-efficient Zero-shot Transfer for Cross-Language Dense Retrieval with Adapters—0
Addressing the Selection Bias in Voice Assistance: Training Voice Assistance Model in Python with Equal Data Selection—0
RISE: Leveraging Retrieval Techniques for Summarization Evaluation—0
Political and Economic Patterns in COVID-19 News: From Lockdown to Vaccination—0
The Infinite Index: Information Retrieval on Generative Text-To-Image Models—0
Explainability of Text Processing and Retrieval Methods: A Critical Survey—0
Domain Adaptation for Dense Retrieval through Self-Supervision by Pseudo-Relevance Labeling—0
Information retrieval in single cell chromatin analysis using TF-IDF transformation methods—0
A Comparison of Audio Preprocessing Techniques and Deep Learning Algorithms for Raga Recognition—0
Dataset vs Reality: Understanding Model Performance from the Perspective of Information Need—0
Multimodal Tree Decoder for Table of Contents Extraction in Document ImagesCode0
Moving Beyond Downstream Task Accuracy for Information Retrieval Benchmarking—0
Information Retrieval from the Digitized Books—0
Principled Multi-Aspect Evaluation Measures of RankingsCode0
Proceedings of the 1st International Workshop on Reading Music Systems—0
NIR-Prompt: A Multi-task Generalized Neural Information Retrieval Training FrameworkCode0
Proceedings of the 3rd International Workshop on Reading Music Systems—0
Proceedings of the 2nd International Workshop on Reading Music Systems—0
Fair Ranking with Noisy Protected AttributesCode0
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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