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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 3431–3440 of 4740 papers

Title	Date	Tasks	Status	Hype
Multimodal Query Suggestion with Multi-Agent Reinforcement Learning from Human Feedback	Feb 7, 2024	DiversityInformation Retrieval	—Unverified	0
Multimodal Representation Alignment for Cross-modal Information Retrieval	Jun 10, 2025	Cross-Modal Information RetrievalInformation Retrieval	—Unverified	0
Multi-Modal Representations for Improved Bilingual Lexicon Learning	Aug 1, 2016	Information RetrievalMachine Translation	—Unverified	0
Multimodal Search on Iconclass using Vision-Language Pre-Trained Models	Jun 23, 2023	Information RetrievalLanguage Modeling	—Unverified	0
Multimodal-to-Text Prompt Engineering in Large Language Models Using Feature Embeddings for GNSS Interference Characterization	Jan 9, 2025	Information RetrievalLogical Reasoning	—Unverified	0
Multi-Module System for Open Domain Chinese Question Answering over Knowledge Base	Oct 28, 2019	Information RetrievalQuestion Answering	—Unverified	0
Multi-Perspective Semantic Information Retrieval in the Biomedical Domain	Jul 17, 2020	ArticlesInformation Retrieval	—Unverified	0
Multi-Perspective Semantic Information Retrieval	Sep 3, 2020	Information RetrievalRetrieval	—Unverified	0
Multiple Document Representations from News Alerts for Automated Bio-surveillance Event Detection	Feb 17, 2019	ClassificationEvent Detection	—Unverified	0
Multiple In-text Reference Aggregation Phenomenon	Jun 1, 2016	Information 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