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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 791–800 of 4740 papers

Title	Date	Tasks	Status	Hype
Multilingual Open QA on the MIA Shared Task	Jan 7, 2025	Cross-Lingual Information RetrievalInformation Retrieval	—Unverified	0
MAJL: A Model-Agnostic Joint Learning Framework for Music Source Separation and Pitch Estimation	Jan 7, 2025	Information RetrievalMusic Information Retrieval	—Unverified	0
(De)-Indexing and the Right to be Forgotten	Jan 7, 2025	Information RetrievalManagement	—Unverified	0
Multi-label Cross-lingual automatic music genre classification from lyrics with Sentence BERT	Jan 7, 2025	ClassificationGenre classification	—Unverified	0
TACLR: A Scalable and Efficient Retrieval-based Method for Industrial Product Attribute Value Identification	Jan 7, 2025	AttributeContrastive Learning	CodeCode Available	0
Towards Reliable Testing for Multiple Information Retrieval System Comparisons	Jan 7, 2025	Information RetrievalRetrieval	CodeCode Available	0
Sustainable Digitalization of Business with Multi-Agent RAG and LLM	Jan 6, 2025	ArticlesDecision Making	—Unverified	0
GenTREC: The First Test Collection Generated by Large Language Models for Evaluating Information Retrieval Systems	Jan 5, 2025	Information RetrievalLarge Language Model	—Unverified	0
Improving Robustness Estimates in Natural Language Explainable AI though Synonymity Weighted Similarity Measures	Jan 2, 2025	Information Retrieval	—Unverified	0
A3: Android Agent Arena for Mobile GUI Agents	Jan 2, 2025	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