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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 3251–3260 of 4740 papers

Title	Date	Tasks	Status	Hype
LyricJam Sonic: A Generative System for Real-Time Composition and Musical Improvisation	Oct 27, 2022	Information RetrievalMusic Information Retrieval	—Unverified	0
M3SciQA: A Multi-Modal Multi-Document Scientific QA Benchmark for Evaluating Foundation Models	Nov 6, 2024	Information RetrievalQuestion Answering	—Unverified	0
Machine Learning Approaches for Amharic Parts-of-speech Tagging	Jan 10, 2020	BIG-bench Machine LearningInformation Retrieval	—Unverified	0
Machine learning approach for text and document mining	Jun 6, 2014	BIG-bench Machine LearningClassification	—Unverified	0
Machine Learning, Clustering, and Polymorphy	Mar 27, 2013	BIG-bench Machine LearningClustering	—Unverified	0
Machine Learning Information Retrieval and Summarisation to Support Systematic Review on Outcomes Based Contracting	Dec 11, 2024	DiversityInformation Retrieval	—Unverified	0
Machine learning methods for multimedia information retrieval	May 14, 2017	BIG-bench Machine LearningClassification	—Unverified	0
Machine Learning Techniques in Automatic Music Transcription: A Systematic Survey	Jun 20, 2024	Information RetrievalMusic Information Retrieval	—Unverified	0
Machine Learning with World Knowledge: The Position and Survey	May 8, 2017	BIG-bench Machine LearningInformation Retrieval	—Unverified	0
Machine Psychology	Mar 24, 2023	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