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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 2511–2520 of 4740 papers

Title	Date	Tasks	Status	Hype
TCNN: Triple Convolutional Neural Network Models for Retrieval-based Question Answering System in E-commerce	Apr 23, 2020	Information RetrievalQuestion Answering	—Unverified	0
Coupled intrinsic and extrinsic human language resource-based query expansion	Apr 23, 2020	Information RetrievalLanguage Modeling	—Unverified	0
Natural language technology and query expansion: issues, state-of-the-art and perspectives	Apr 23, 2020	AnatomyInformation Retrieval	—Unverified	0
Boilerplate Removal using a Neural Sequence Labeling Model	Apr 22, 2020	ArticlesInformation Retrieval	CodeCode Available	1
CORD-19: The COVID-19 Open Research Dataset	Apr 22, 2020	Information RetrievalManagement	CodeCode Available	1
Transformer Reasoning Network for Image-Text Matching and Retrieval	Apr 20, 2020	Image RetrievalImage-text matching	CodeCode Available	1
Approximate Nearest Neighbour Search on Privacy-aware Encoding of User Locations to Identify Susceptible Infections in Simulated Epidemics	Apr 19, 2020	Information RetrievalRetrieval	CodeCode Available	0
The Effect of the Multi-Layer Text Summarization Model on the Efficiency and Relevancy of the Vector Space-based Information Retrieval	Apr 18, 2020	Information RetrievalRetrieval	—Unverified	0
An approach based on Combination of Features for automatic news retrieval	Apr 16, 2020	Information RetrievalNews Retrieval	—Unverified	0
Distributed Evolution of Deep Autoencoders	Apr 16, 2020	DecoderDenoising	—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