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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 3531–3540 of 4740 papers

Title	Date	Tasks	Status	Hype
NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding Models	May 27, 2024	Information RetrievalLanguage Modelling	—Unverified	0
NV-Retriever: Improving text embedding models with effective hard-negative mining	Jul 22, 2024	Contrastive LearningInformation Retrieval	—Unverified	0
OCR quality affects perceived usefulness of historical newspaper clippings -- a user study	Mar 4, 2022	ArticlesInformation Retrieval	—Unverified	0
ODSearch: Fast and Resource Efficient On-device Natural Language Search for Fitness Trackers' Data	Jan 31, 2022	Information Retrieval	—Unverified	0
oIQa: An Opinion Influence Oriented Question Answering Framework with Applications to Marketing Domain	Sep 1, 2017	ChatbotInformation Retrieval	—Unverified	0
OK Computer Analysis: An Audio Corpus Study of Radiohead	Nov 29, 2022	Information RetrievalMusic Information Retrieval	—Unverified	0
Olelo: A Question Answering Application for Biomedicine	Jul 1, 2017	Information RetrievalNamed Entity Recognition (NER)	—Unverified	0
On a Chatbot Navigating a User through a Concept-Based Knowledge Model	Dec 1, 2020	AttributeChatbot	—Unverified	0
On Application of Learning to Rank for E-Commerce Search	Mar 1, 2019	AttributeInformation Retrieval	—Unverified	0
On Cache-Aided Multi-User Private Information Retrieval with Small Caches	Dec 25, 2022	AllInformation Retrieval	—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