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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 1181–1190 of 4740 papers

Title	Date	Tasks	Status	Hype
Keyword Augmented Retrieval: Novel framework for Information Retrieval integrated with speech interface	Oct 6, 2023	ChatbotInformation Retrieval	—Unverified	0
An Efficient Content-based Time Series Retrieval System	Oct 5, 2023	Information RetrievalRetrieval	—Unverified	0
Scaling Up Music Information Retrieval Training with Semi-Supervised Learning	Oct 2, 2023	Information RetrievalMusic Information Retrieval	—Unverified	0
Variance-Aware Regret Bounds for Stochastic Contextual Dueling Bandits	Oct 2, 2023	Computational EfficiencyDecision Making	CodeCode Available	0
EALM: Introducing Multidimensional Ethical Alignment in Conversational Information Retrieval	Oct 2, 2023	EthicsInformation Retrieval	CodeCode Available	0
A Brief History of Prompt: Leveraging Language Models. (Through Advanced Prompting)	Sep 30, 2023	FairnessInformation Retrieval	—Unverified	0
Unsupervised Large Language Model Alignment for Information Retrieval via Contrastive Feedback	Sep 29, 2023	Data AugmentationInformation Retrieval	—Unverified	0
Using Weak Supervision and Data Augmentation in Question Answering	Sep 28, 2023	ArticlesData Augmentation	—Unverified	0
Federated Deep Equilibrium Learning: Harnessing Compact Global Representations to Enhance Personalization	Sep 27, 2023	Federated LearningInformation Retrieval	—Unverified	0
RankVicuna: Zero-Shot Listwise Document Reranking with Open-Source Large Language Models	Sep 26, 2023	Information RetrievalReranking	CodeCode Available	2

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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