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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 1461–1470 of 4740 papers

Title	Date	Tasks	Status	Hype
Query Performance Prediction for Neural IR: Are We There Yet?	Feb 20, 2023	Information RetrievalPassage Retrieval	CodeCode Available	0
Information Retrieval in long documents: Word clustering approach for improving Semantics	Feb 20, 2023	ClusteringInformation Retrieval	—Unverified	0
BERT is not The Count: Learning to Match Mathematical Statements with Proofs	Feb 18, 2023	ArticlesInformation Retrieval	CodeCode Available	0
jazznet: A Dataset of Fundamental Piano Patterns for Music Audio Machine Learning Research	Feb 17, 2023	Information RetrievalMusic Information Retrieval	CodeCode Available	1
A Survey on Event-based News Narrative Extraction	Feb 16, 2023	ArticlesInformation Retrieval	—Unverified	0
Multi-modal Machine Learning in Engineering Design: A Review and Future Directions	Feb 14, 2023	Cross-Modal Information RetrievalDesign Synthesis	—Unverified	0
Enhancing Model Performance in Multilingual Information Retrieval with Comprehensive Data Engineering Techniques	Feb 14, 2023	Data AugmentationInformation Retrieval	—Unverified	0
Large-Scale Knowledge Synthesis and Complex Information Retrieval from Biomedical Documents	Feb 14, 2023	Information RetrievalKnowledge Graphs	—Unverified	0
VITR: Augmenting Vision Transformers with Relation-Focused Learning for Cross-Modal Information Retrieval	Feb 13, 2023	Cross-Modal Information RetrievalCross-Modal Retrieval	—Unverified	0
Improving Out-of-Distribution Generalization of Neural Rerankers with Contextualized Late Interaction	Feb 13, 2023	Information RetrievalOut-of-Distribution Generalization	—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