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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 2851–2860 of 4740 papers

Title	Date	Tasks	Status	Hype
Singing Voice Separation Using a Deep Convolutional Neural Network Trained by Ideal Binary Mask and Cross Entropy	Dec 4, 2018	Data AugmentationGeneral Classification	CodeCode Available	0
FCA_Retrieval: A Multi-operator Algorithm for Information Retrieval from Binary Concept Lattice	Dec 1, 2018	Information RetrievalRetrieval	—Unverified	0
A Comparative Study of Embedding Models in Predicting the Compositionality of Multiword Expressions	Dec 1, 2018	Information RetrievalRepresentation Learning	—Unverified	0
Scalable graph-based individual named entity identification	Nov 26, 2018	Entity LinkingGraph Mining	—Unverified	0
Novelty and Coverage in context-based information filtering	Nov 24, 2018	Information RetrievalRetrieval	—Unverified	0
Facilitating the Manual Annotation of Sounds When Using Large Taxonomies	Nov 21, 2018	Information RetrievalRetrieval	—Unverified	0
Alignment Analysis of Sequential Segmentation of Lexicons to Improve Automatic Cognate Detection	Nov 20, 2018	General ClassificationInformation Retrieval	CodeCode Available	0
End-to-End Retrieval in Continuous Space	Nov 19, 2018	Information RetrievalRetrieval	—Unverified	0
Proximity Full-Text Search with a Response Time Guarantee by Means of Additional Indexes	Nov 18, 2018	Information RetrievalRetrieval	—Unverified	0
Answering Science Exam Questions Using Query Reformulation with Background Knowledge	Nov 17, 2018	ARCInformation Retrieval	—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