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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 2791–2800 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
Role of Matrix Factorization Model in Collaborative Filtering Algorithm: A Survey	Mar 25, 2015	Collaborative FilteringInformation Retrieval	—Unverified	0	0
Romanian TimeBank: An Annotated Parallel Corpus for Temporal Information	May 1, 2012	Information RetrievalMachine Translation	—Unverified	0	0
RP2K: A Large-Scale Retail Product Dataset for Fine-Grained Image Classification	Jun 22, 2020	Fine-Grained Image ClassificationGeneral Classification	—Unverified	0	0
Ruchi: Rating Individual Food Items in Restaurant Reviews	Dec 1, 2015	Information RetrievalNamed Entity Recognition (NER)	—Unverified	0	0
Rule based Approach for Word Normalization by resolving Transcription Ambiguity in Transliterated Search Queries	Oct 16, 2019	Information RetrievalRetrieval	—Unverified	0	0
Rule-based Named Entity Extraction For Ontology Population	Sep 1, 2013	Entity Extraction using GANInformation Retrieval	—Unverified	0	0
Rule-Based Semantic Tagging. An Application Undergoing Dictionary Glosses	May 16, 2013	Information RetrievalQuestion Answering	—Unverified	0	0
Rule Based Stemmer in Urdu	Oct 2, 2013	Information RetrievalRetrieval	—Unverified	0	0
RuThes Linguistic Ontology vs. Russian Wordnets	Jan 1, 2014	Information Retrieval	—Unverified	0	0
Rx Strategist: Prescription Verification using LLM Agents System	Sep 5, 2024	Information RetrievalKnowledge Graphs	—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