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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 3971–3980 of 4740 papers

Title	Date	Tasks	Status	Hype
Document Distance for the Automated Expansion of Relevance Judgements for Information Retrieval Evaluation	Jan 26, 2015	Information RetrievalRetrieval	—Unverified	0
Learning to Rank Academic Experts in the DBLP Dataset	Jan 21, 2015	Information RetrievalLearning-To-Rank	—Unverified	0
Using Rank Aggregation for Expert Search in Academic Digital Libraries	Jan 21, 2015	Information RetrievalRetrieval	—Unverified	0
Responding to Retrieval: A Proposal to Use Retrieval Information for Better Presentation of Website Content	Jan 19, 2015	Information RetrievalManagement	—Unverified	0
Bibliometric-enhanced Information Retrieval: 2nd International BIR Workshop	Jan 12, 2015	Information RetrievalRetrieval	—Unverified	0
oAdaBoost: An AdaBoost Variant for Ordinal Classification	Jan 12, 2015	ClassificationGeneral Classification	CodeCode Available	0
Social Participation Ontology: community documentation, enhancements and use examples	Jan 12, 2015	Cultural Vocal Bursts Intensity PredictionInformation Retrieval	—Unverified	0
Arabic Text Categorization Algorithm using Vector Evaluation Method	Jan 6, 2015	General ClassificationInformation Retrieval	—Unverified	0
Which Step Do I Take First? Troubleshooting with Bayesian Models	Jan 1, 2015	Community Question AnsweringInformation Retrieval	—Unverified	0
Consistent Classification Algorithms for Multi-class Non-Decomposable Performance Metrics	Jan 1, 2015	ClassificationGeneral Classification	—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