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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 731–740 of 4740 papers

Title	Date	Tasks	Status	Hype
An Intent Taxonomy of Legal Case Retrieval	Jul 25, 2023	Information RetrievalRetrieval	—Unverified	0
A Gradient Accumulation Method for Dense Retriever under Memory Constraint	Jun 18, 2024	Information RetrievalRetrieval	—Unverified	0
An Intelligent Recommendation-cum-Reminder System	Aug 9, 2021	Information RetrievalMachine Reading Comprehension	—Unverified	0
An Integrated Search Framework for Leveraging the Knowledge-Based Web Ecosystem	Dec 10, 2020	Information RetrievalManagement	—Unverified	0
A Gold Standard for CLIR evaluation in the Organic Agriculture Domain	May 1, 2014	Domain AdaptationInformation Retrieval	—Unverified	0
A contrastive review of paraphrase acquisition techniques	May 1, 2012	ArticlesInformation Retrieval	—Unverified	0
Book Review: Linked Lexical Knowledge Bases Foundations and Applications by Iryna Gurevych, Judith Eckle-er and Michael Matuschek	Jun 1, 2017	Information RetrievalQuestion Answering	—Unverified	0
An Initial Test Collection for Ranked Retrieval of SMS Conversations	May 1, 2018	Information RetrievalMachine Translation	—Unverified	0
Aggregating Continuous Word Embeddings for Information Retrieval	Aug 1, 2013	Information RetrievalRetrieval	—Unverified	0
An Information Retrieval Approach to Finding Dependent Subspaces of Multiple Views	Nov 19, 2015	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