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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 2531–2540 of 4740 papers

Title	Date	Tasks	Status	Hype
Understanding BERT Rankers Under Distillation	Jul 21, 2020	Information RetrievalRetrieval	—Unverified	0
Understanding, Categorizing and Predicting Semantic Image-Text Relations	Jun 20, 2019	Image CaptioningInformation Retrieval	—Unverified	0
Understanding Mobile Search Task Relevance and User Behaviour in Context	Jan 13, 2019	Information RetrievalRetrieval	—Unverified	0
Understanding news story chains using information retrieval and network clustering techniques	Jan 24, 2018	ArticlesClustering	—Unverified	0
Understanding Scanned Receipts	May 4, 2020	Entity LinkingInformation Retrieval	—Unverified	0
Understanding Social Structures from Contemporary Literary Fiction using Character Interaction Graph -- Half Century Chronology of Influential Bengali Writers	Oct 25, 2023	Information RetrievalRetrieval	—Unverified	0
Understanding the Logical and Semantic Structure of Large Documents	Sep 3, 2017	ArticlesBIG-bench Machine Learning	—Unverified	0
Understanding the User: An Intent-Based Ranking Dataset	Aug 30, 2024	BenchmarkingInformation Retrieval	—Unverified	0
Understanding User Behavior in Carousel Recommendation Systems for Click Modeling and Learning to Rank	Jul 4, 2023	Information RetrievalLearning-To-Rank	—Unverified	0
Une Approche de Recherche d'Information Structur\'ee fond\'ee sur la Correction d'Erreurs \`a l'Indexation des Documents (Structured Information Retrieval Approach based on Indexing Time Error Correction) [in French]	Jun 1, 2012	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