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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 2361–2370 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
On-Demand Distributional Semantic Distance and Paraphrasing	Jun 1, 2012	Document SummarizationInformation Retrieval	—Unverified	0	0
On-demand Injection of Lexical Knowledge for Recognising Textual Entailment	Apr 1, 2017	Automated Theorem ProvingInformation Retrieval	—Unverified	0	0
On Developing Resources for Patient-level Information Retrieval	May 1, 2016	Information RetrievalRetrieval	—Unverified	0	0
On Elastic Language Models	Nov 13, 2023	Information RetrievalKnowledge Distillation	—Unverified	0	0
One Size Does Not Fit All: Finding the Optimal Subword Sizes for FastText Models across Languages	Feb 4, 2021	AllHyperparameter Optimization	—Unverified	0	0
One Step Closer to Automatic Evaluation of Text Simplification Systems	Apr 1, 2014	Decision MakingInformation Retrieval	—Unverified	0	0
One Tree is not Enough: Cross-lingual Accumulative Structure Transfer for Semantic Indeterminacy	Sep 1, 2015	Information RetrievalMachine Translation	—Unverified	0	0
On Evaluation Validity in Music Autotagging	Sep 30, 2014	Information RetrievalMusic Information Retrieval	—Unverified	0	0
On Interpreting the Effectiveness of Unsupervised Software Traceability with Information Theory	Dec 6, 2024	Information RetrievalInformativeness	—Unverified	0	0
On Learning Better Embeddings from Chinese Clinical Records: Study on Combining In-Domain and Out-Domain Data	Jul 1, 2018	Disease PredictionInformation Retrieval	—Unverified	0	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