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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 Added Most Hyped Most Active Needs Verification Most Verified

Showing 871–880 of 4740 papers

Title	Date	Tasks	Status	Hype
A Position Encoding Convolutional Neural Network Based on Dependency Tree for Relation Classification	Nov 1, 2016	General ClassificationInformation Retrieval	—Unverified	0
BURT: BERT-inspired Universal Representation from Learning Meaningful Segment	Dec 28, 2020	Information RetrievalQuestion Answering	—Unverified	0
But What Do We Actually Know?	Jun 1, 2016	Information RetrievalQuestion Answering	—Unverified	0
C^3DRec: Cloud-Client Cooperative Deep Learning for Temporal Recommendation in the Post-GDPR Era	Jan 13, 2021	Information RetrievalPrivacy Preserving	—Unverified	0
Cache-Aided Multi-User Private Information Retrieval using PDAs	Dec 26, 2022	Information RetrievalRetrieval	—Unverified	0
Caching and Reproducibility: Making Data Science experiments faster and FAIRer	Nov 8, 2022	Information RetrievalRetrieval	—Unverified	0
當代非監督式方法之比較於節錄式語音摘要 (An Empirical Comparison of Contemporary Unsupervised Approaches for Extractive Speech Summarization) [In Chinese]	Jun 1, 2017	Information RetrievalLanguage Modeling	—Unverified	0
Benchmarking Sub-Genre Classification For Mainstage Dance Music	Sep 10, 2024	BenchmarkingClassification	—Unverified	0
An Exact Algorithm for F-Measure Maximization	Dec 1, 2011	Binary ClassificationClassification	—Unverified	0
A Generalized Vector Space Model for Ontology-Based Information Retrieval	Jul 20, 2018	Information RetrievalRetrieval	—Unverified	0

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All datasets BSARD MS MARCO CQADupStack TREC-PM Amazon MSLR WEB30K MSMARCO MTEB News Headlines Ohsumed

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Two-tower Bi-Encoder (RoBERTa)	Recall@100	74.78	—	Unverified
2	Siamese Bi-Encoder (RoBERTa)	Recall@100	71.63	—	Unverified
3	BM25	Recall@100	51.33	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	RetroMAE v2	MRR@10	42.58	—	Unverified
2	ConAE-256	Time (ms)	0.33	—	Unverified
3	ConAE-128	Time (ms)	0.32	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SGPT-BE-5.8B	mAP@100	0.16	—	Unverified
2	TSDAE	mAP@100	0.15	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	hpipubcommon	infNDCG	0.56	—	Unverified
2	hpictall	infNDCG	0.55	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MIND	HR@30	0.32	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Distilled Network	nDCG@10	0.53	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	RetroMAE	MRR@10	0.42	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SGPT-5.8B-msmarco	nDCG@10	50.25	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Information Retrieval + SVM	1:1 Accuracy	83.79	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	BERT+CONCEPT FILTER	NDCG	0.25	—	Unverified