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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 2421–2430 of 4740 papers

Title	Date	Tasks	Status	Hype
Quran Intelligent Ontology Construction Approach Using Association Rules Mining	Aug 7, 2020	Information RetrievalRetrieval	—Unverified	0
Efficient Neural Query Auto Completion	Aug 6, 2020	Information RetrievalLanguage Modeling	—Unverified	0
Introductory review to quantum information retrieval	Aug 5, 2020	Decision MakingInformation Retrieval	—Unverified	0
Data Cleansing with Contrastive Learning for Vocal Note Event Annotations	Aug 5, 2020	Contrastive LearningInformation Retrieval	CodeCode Available	0
Content based singing voice source separation via strong conditioning using aligned phonemes	Aug 5, 2020	Information RetrievalMusic Information Retrieval	CodeCode Available	0
Reinforcement Learning-driven Information Seeking: A Quantum Probabilistic Approach	Aug 5, 2020	Information Retrievalreinforcement-learning	—Unverified	0
Multitask learning for instrument activation aware music source separation	Aug 3, 2020	Information RetrievalMusic Information Retrieval	—Unverified	0
MusiCoder: A Universal Music-Acoustic Encoder Based on Transformers	Aug 3, 2020	Genre classificationInformation Retrieval	—Unverified	0
Cluster-Based Information Retrieval by using (K-means)- Hierarchical Parallel Genetic Algorithms Approach	Aug 1, 2020	ClusteringInformation Retrieval	—Unverified	0
Term-Recency for TF-IDF, BM25 and USE Term Weighting	Aug 1, 2020	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