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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 2191–2200 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
A Framework for the Construction of Monolingual and Cross-lingual Word Similarity Datasets	Jul 1, 2015	Information RetrievalMachine Translation	—Unverified	0	0
Development of Marathi Part of Speech Tagger Using Statistical Approach	Oct 2, 2013	Information RetrievalPart-Of-Speech Tagging	—Unverified	0	0
Development of Hybrid Algorithm for Automatic Extraction of Multiword Expressions from Monolingual and Parallel Corpus of English and Punjabi	Dec 1, 2020	Information RetrievalMachine Translation	—Unverified	0	0
Development of a Web-Scale Chinese Word N-gram Corpus with Parts of Speech Information	May 1, 2012	Information RetrievalLanguage Modelling	—Unverified	0	0
Development of a Thermodynamics of Human Cognition and Human Culture	Dec 24, 2022	Cultural Vocal Bursts Intensity PredictionInformation Retrieval	—Unverified	0	0
Autonomous robots and the SP theory of intelligence	Sep 29, 2014	Information RetrievalRetrieval	—Unverified	0	0
An Ensemble Method with Sentiment Features and Clustering Support	Nov 1, 2017	ClusteringDeep Learning	—Unverified	0	0
Development of An Android Application for Object Detection Based on Color, Shape, or Local Features	Mar 10, 2017	Information RetrievalObject	—Unverified	0	0
Developing Parallel Sense-tagged Corpora with Wordnets	Aug 1, 2013	Information RetrievalMachine Translation	—Unverified	0	0
Developing ML-based Systems to Extract Medical Information from Japanese Medical History Summaries	Oct 1, 2013	Information RetrievalNamed Entity Recognition (NER)	—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