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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 2561–2570 of 4740 papers

Title	Date	Tasks	Status	Hype
Unification-based Reconstruction of Multi-hop Explanations for Science Questions	Mar 31, 2020	ClusteringInformation Retrieval	CodeCode Available	0
Concept-aware Geographic Information Retrieval	Mar 30, 2020	Information RetrievalManagement	—Unverified	0
Topological Data Analysis in Text Classification: Extracting Features with Additive Information	Mar 29, 2020	General ClassificationInformation Retrieval	—Unverified	0
Real-time information retrieval from Identity cards	Mar 26, 2020	Face DetectionInformation Retrieval	—Unverified	0
A Joint Approach to Compound Splitting and Idiomatic Compound Detection	Mar 21, 2020	Information RetrievalMachine Translation	—Unverified	0
Exploring Inherent Properties of the Monophonic Melody of Songs	Mar 20, 2020	Information RetrievalRetrieval	—Unverified	0
Joint Event Extraction along Shortest Dependency Paths using Graph Convolutional Networks	Mar 19, 2020	Event ExtractionInformation Retrieval	—Unverified	0
Semantically-Enriched Search Engine for Geoportals: A Case Study with ArcGIS Online	Mar 14, 2020	Information RetrievalRetrieval	CodeCode Available	0
Automatic Signboard Detection and Localization in Densely Populated Developing Cities	Mar 4, 2020	Information RetrievalNovel Object Detection	CodeCode Available	0
Just SLaQ When You Approximate: Accurate Spectral Distances for Web-Scale Graphs	Mar 3, 2020	Information RetrievalRetrieval	—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