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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 1391–1400 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
Application of Localized Similarity for Web Documents	Oct 1, 2013	Information Retrieval	—Unverified	0	0
A Knowledge-Based Approach to Word Sense Disambiguation by distributional selection and semantic features	Feb 27, 2017	Combinatorial OptimizationInformation Retrieval	—Unverified	0	0
Activity Auto-Completion: Predicting Human Activities From Partial Videos	Dec 1, 2015	Activity PredictionInformation Retrieval	—Unverified	0	0
Accommodation of Conversational Code-Choice	Jul 1, 2018	Information RetrievalRetrieval	—Unverified	0	0
當代非監督式方法之比較於節錄式語音摘要 (An Empirical Comparison of Contemporary Unsupervised Approaches for Extractive Speech Summarization) [In Chinese]	Jun 1, 2017	Information RetrievalLanguage Modeling	—Unverified	0	0
Application of a Semantic Search Algorithm to Semi-Automatic GUI Generation	May 1, 2012	Information Retrieval	—Unverified	0	0
Caching and Reproducibility: Making Data Science experiments faster and FAIRer	Nov 8, 2022	Information RetrievalRetrieval	—Unverified	0	0
Cache-Aided Multi-User Private Information Retrieval using PDAs	Dec 26, 2022	Information RetrievalRetrieval	—Unverified	0	0
Apples to Oranges: Evaluating Image Annotations from Natural Language Processing Systems	Jun 1, 2012	Image RetrievalInformation Retrieval	—Unverified	0	0
A Joint Segmentation and Classification Framework for Sentiment Analysis	Oct 1, 2014	ClassificationGeneral Classification	—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