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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 1761–1770 of 4740 papers

Title	Date	Tasks	Status	Hype
Composite Code Sparse Autoencoders for first stage retrieval	Apr 14, 2022	Image RetrievalInformation Retrieval	—Unverified	0
EHRKit: A Python Natural Language Processing Toolkit for Electronic Health Record Texts	Apr 13, 2022	Information RetrievalMachine Translation	—Unverified	0
Research on Cross-media Science and Technology Information Data Retrieval	Apr 11, 2022	Information RetrievalRetrieval	—Unverified	0
Data Augmentation for Biomedical Factoid Question Answering	Apr 10, 2022	Data AugmentationInformation Retrieval	CodeCode Available	0
Musical Information Extraction from the Singing Voice	Apr 7, 2022	Information RetrievalMusic Information Retrieval	—Unverified	0
Late multimodal fusion for image and audio music transcription	Apr 6, 2022	Information RetrievalMusic Information Retrieval	—Unverified	0
Match-Prompt: Improving Multi-task Generalization Ability for Neural Text Matching via Prompt Learning	Apr 6, 2022	Information RetrievalParaphrase Identification	CodeCode Available	0
Paying More Attention to Self-attention: Improving Pre-trained Language Models via Attention Guiding	Apr 6, 2022	Information RetrievalRetrieval	—Unverified	0
On the Effectiveness of Pretrained Models for API Learning	Apr 5, 2022	Information RetrievalLanguage Modelling	—Unverified	0
PRADA: Practical Black-Box Adversarial Attacks against Neural Ranking Models	Apr 4, 2022	Document RankingInformation 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