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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 1511–1520 of 4740 papers

Title	Date	Tasks	Status	Hype
On Cache-Aided Multi-User Private Information Retrieval with Small Caches	Dec 25, 2022	AllInformation Retrieval	—Unverified	0
Development of a Thermodynamics of Human Cognition and Human Culture	Dec 24, 2022	Cultural Vocal Bursts Intensity PredictionInformation Retrieval	—Unverified	0
Rank-LIME: Local Model-Agnostic Feature Attribution for Learning to Rank	Dec 24, 2022	Decision MakingInformation Retrieval	—Unverified	0
AgAsk: An Agent to Help Answer Farmer's Questions From Scientific Documents	Dec 21, 2022	ArticlesInformation Retrieval	CodeCode Available	0
Addressing the Selection Bias in Voice Assistance: Training Voice Assistance Model in Python with Equal Data Selection	Dec 20, 2022	Information RetrievalRetrieval	—Unverified	0
Parameter-efficient Zero-shot Transfer for Cross-Language Dense Retrieval with Adapters	Dec 20, 2022	Information RetrievalLanguage Modeling	—Unverified	0
One Embedder, Any Task: Instruction-Finetuned Text Embeddings	Dec 19, 2022	Information RetrievalLearning Word Embeddings	CodeCode Available	4
RISE: Leveraging Retrieval Techniques for Summarization Evaluation	Dec 17, 2022	Information RetrievalRetrieval	—Unverified	0
Political and Economic Patterns in COVID-19 News: From Lockdown to Vaccination	Dec 15, 2022	ArticlesInformation Retrieval	—Unverified	0
The Infinite Index: Information Retrieval on Generative Text-To-Image Models	Dec 14, 2022	Active LearningGame Design	—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