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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 491–500 of 4740 papers

Title	Date	Tasks	Status	Hype
A Machine Learning Approach to Automatic Term Extraction using a Rich Feature Set	Jun 1, 2013	BIG-bench Machine LearningInformation Retrieval	—Unverified	0
A dataset and baselines for sequential open-domain question answering	Oct 1, 2018	Information RetrievalOpen-Domain Question Answering	—Unverified	0
A Survey on Event-based News Narrative Extraction	Feb 16, 2023	ArticlesInformation Retrieval	—Unverified	0
AlzheimerRAG: Multimodal Retrieval Augmented Generation for PubMed articles	Dec 21, 2024	ArticlesDecision Making	—Unverified	0
AR Visualization System for Ship Detection and Recognition Based on AI	Nov 21, 2023	Information Retrievalobject-detection	—Unverified	0
AlvisAE: a collaborative Web text annotation editor for knowledge acquisition	Jul 1, 2012	Information Retrievaltext annotation	—Unverified	0
A data-driven strategy to combine word embeddings in information retrieval	May 26, 2021	Ad-Hoc Information RetrievalDescriptive	—Unverified	0
A Rule Based Lightweight Bengali Stemmer	Dec 1, 2020	Information RetrievalRetrieval	—Unverified	0
Artificial Intelligence (AI) in Action: Addressing the COVID-19 Pandemic with Natural Language Processing (NLP)	Oct 9, 2020	Emotion RecognitionInformation Retrieval	—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