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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 2161–2170 of 4740 papers

Title	Date	Tasks	Status	Hype
Neural ranking models for document retrieval	Feb 23, 2021	Deep LearningInformation Retrieval	—Unverified	0
Neural Feature Selection for Learning to Rank	Feb 22, 2021	feature selectionInformation Retrieval	—Unverified	0
Approximate Knowledge Graph Query Answering: From Ranking to Binary Classification	Feb 22, 2021	Binary ClassificationClassification	—Unverified	0
Entities of Interest	Feb 22, 2021	Information RetrievalRetrieval	—Unverified	0
How are journals cited? characterizing journal citations by type of citation	Feb 22, 2021	Information RetrievalRetrieval	—Unverified	0
Pyserini: An Easy-to-Use Python Toolkit to Support Replicable IR Research with Sparse and Dense Representations	Feb 19, 2021	Cultural Vocal Bursts Intensity PredictionInformation Retrieval	CodeCode Available	2
Back to Prior Knowledge: Joint Event Causality Extraction via Convolutional Semantic Infusion	Feb 19, 2021	Information RetrievalRetrieval	—Unverified	0
KBCNMUJAL@HASOC-Dravidian-CodeMix-FIRE2020: Using Machine Learning for Detection of Hate Speech and Offensive Code-Mixed Social Media text	Feb 19, 2021	Information RetrievalRetrieval	—Unverified	0
Robust PDF Document Conversion Using Recurrent Neural Networks	Feb 18, 2021	ArticlesFeature Engineering	—Unverified	0
Information Ranking Using Optimum-Path Forest	Feb 16, 2021	BIG-bench Machine LearningImage 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