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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 501–510 of 4740 papers

Title	Date	Tasks	Status	Hype
AlzheimerRAG: Multimodal Retrieval Augmented Generation for PubMed articles	Dec 21, 2024	ArticlesDecision Making	—Unverified	0
A Semantic Enhanced Model for effective Spatial Information Retrieval	Jun 8, 2014	Information RetrievalRetrieval	—Unverified	0
A Semantic Matching Energy Function for Learning with Multi-relational Data	Jan 15, 2013	Information RetrievalLink Prediction	—Unverified	0
A Semi-supervised Approach for Natural Language Call Routing	Aug 1, 2013	Document ClassificationInformation Retrieval	—Unverified	0
A Semi-Supervised BERT Approach for Arabic Named Entity Recognition	Dec 1, 2020	Information RetrievalMachine Translation	—Unverified	0
A Semi-supervised learning approach to enhance health care Community-based Question Answering: A case study in alcoholism	Jul 4, 2016	Information RetrievalQuestion Answering	—Unverified	0
A Separately Passive-Aggressive Training Algorithm for Joint POS Tagging and Dependency Parsing	Dec 1, 2012	Dependency ParsingInformation Retrieval	—Unverified	0
A Dataset for Inter-Sentence Relation Extraction using Distant Supervision	May 1, 2018	Information RetrievalRelation	—Unverified	0
A Collection of Scholarly Book Reviews from the Platforms of electronic sources in Humanities and Social Sciences OpenEdition.org	May 1, 2014	Collaborative FilteringGenre classification	—Unverified	0
ALOHA: Empowering Multilingual Agent for University Orientation with Hierarchical Retrieval	May 13, 2025	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