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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 3231–3240 of 4740 papers

Title	Date	Tasks	Status	Hype
Perspectives for Evaluating Conversational AI	Sep 14, 2017	ChatbotInformation Retrieval	—Unverified	0
Tight Semi-Nonnegative Matrix Factorization	Sep 13, 2017	Information RetrievalRetrieval	—Unverified	0
A Tutorial on Deep Learning for Music Information Retrieval	Sep 13, 2017	Deep LearningInformation Retrieval	CodeCode Available	0
Dependencies: Formalising Semantic Catenae for Information Retrieval	Sep 12, 2017	Information RetrievalRetrieval	—Unverified	0
AppTechMiner: Mining Applications and Techniques from Scientific Articles	Sep 10, 2017	ArticlesInformation Retrieval	—Unverified	0
Composition by Conversation	Sep 7, 2017	Information RetrievalMusic Information Retrieval	—Unverified	0
On-the-fly Historical Handwritten Text Annotation	Sep 6, 2017	Information RetrievalRetrieval	—Unverified	0
Radial Line Fourier Descriptor for Historical Handwritten Text Representation	Sep 6, 2017	Information RetrievalRetrieval	—Unverified	0
Understanding the Logical and Semantic Structure of Large Documents	Sep 3, 2017	ArticlesBIG-bench Machine Learning	—Unverified	0
Acquisition, Representation and Usage of Conceptual Hierarchies	Sep 1, 2017	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