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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 1681–1690 of 4740 papers

Title	Date	Tasks	Status	Hype
Sublinear Algorithms for Hierarchical Clustering	Jun 15, 2022	ClusteringInformation Retrieval	—Unverified	0
3D scene reconstruction from monocular spherical video with motion parallax	Jun 14, 2022	3D Scene ReconstructionInformation Retrieval	—Unverified	0
Pliable Private Information Retrieval	Jun 12, 2022	Information RetrievalRetrieval	—Unverified	0
Words are all you need? Language as an approximation for human similarity judgments	Jun 8, 2022	AllContrastive Learning	—Unverified	0
No Parameter Left Behind: How Distillation and Model Size Affect Zero-Shot Retrieval	Jun 6, 2022	Argument RetrievalBiomedical Information Retrieval	CodeCode Available	1
Infinite Recommendation Networks: A Data-Centric Approach	Jun 3, 2022	Information RetrievalRecommendation Systems	CodeCode Available	2
An Open Source Contractual Language Understanding Application Using Machine Learning	Jun 1, 2022	Document Text ClassificationInformation Retrieval	CodeCode Available	0
Tracking Textual Similarities in Neo-Latin Drama Networks	Jun 1, 2022	Information RetrievalRetrieval	—Unverified	0
Stars at Qur’an QA 2022: Building Automatic Extractive Question Answering Systems for the Holy Qur’an with Transformer Models and Releasing a New Dataset	Jun 1, 2022	Extractive Question-AnsweringInformation Retrieval	—Unverified	0
HindiWSD: A package for word sense disambiguation in Hinglish & Hindi	Jun 1, 2022	Cross-Lingual Information RetrievalInformation 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