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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 2521–2530 of 4740 papers

Title	Date	Tasks	Status	Hype
Musical Features for Automatic Music Transcription Evaluation	Apr 15, 2020	Information RetrievalMusic Information Retrieval	—Unverified	0
Extending Text Informativeness Measures to Passage Interestingness Evaluation (Language Model vs. Word Embedding)	Apr 14, 2020	Information RetrievalInformativeness	—Unverified	0
ArCOV-19: The First Arabic COVID-19 Twitter Dataset with Propagation Networks	Apr 13, 2020	Information RetrievalRetrieval	CodeCode Available	0
Towards Automatic Generation of Questions from Long Answers	Apr 10, 2020	Information RetrievalNatural Questions	—Unverified	0
Investigation of Singing Voice Separation for Singing Voice Detection in Polyphonic Music	Apr 8, 2020	Information RetrievalMelody Extraction	—Unverified	0
Rapformer: Conditional Rap Lyrics Generation with Denoising Autoencoders	Apr 8, 2020	DenoisingInformation Retrieval	—Unverified	0
Knowledge Fusion and Semantic Knowledge Ranking for Open Domain Question Answering	Apr 7, 2020	Information RetrievalOpen-Domain Question Answering	—Unverified	0
Prototype-to-Style: Dialogue Generation with Style-Aware Editing on Retrieval Memory	Apr 5, 2020	Dialogue GenerationInformation Retrieval	—Unverified	0
Impact of Semantic Granularity on Geographic Information Search Support	Apr 1, 2020	Information RetrievalRetrieval	—Unverified	0
Unification-based Reconstruction of Multi-hop Explanations for Science Questions	Mar 31, 2020	ClusteringInformation Retrieval	CodeCode Available	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