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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 4581–4590 of 4740 papers

Title	Date	Tasks	Status	Hype
One Deep Music Representation to Rule Them All? : A comparative analysis of different representation learning strategies	Feb 12, 2018	AllDeep Learning	CodeCode Available	0
DCID: Deep Canonical Information Decomposition	Jun 27, 2023	Information RetrievalMulti-Task Learning	CodeCode Available	0
Real-time News Story Detection and Tracking with Hashtags	Nov 1, 2016	Information Retrieval	CodeCode Available	0
Uncovering Deceptive Tendencies in Language Models: A Simulated Company AI Assistant	Apr 25, 2024	Information Retrieval	CodeCode Available	0
CLaMP: Contrastive Language-Music Pre-training for Cross-Modal Symbolic Music Information Retrieval	Apr 21, 2023	Data AugmentationInformation Retrieval	CodeCode Available	0
A Survey of Generative Information Retrieval	Jun 3, 2024	Information RetrievalMulti-Task Learning	CodeCode Available	0
Towards Explainable and Interpretable Musical Difficulty Estimation: A Parameter-efficient Approach	Aug 1, 2024	Information RetrievalMusic Information Retrieval	CodeCode Available	0
Evaluation Measures for Relevance and Credibility in Ranked Lists	Aug 23, 2017	Information RetrievalRetrieval	CodeCode Available	0
Learning to Search in Long Documents Using Document Structure	Jun 9, 2018	Information RetrievalQuestion Answering	CodeCode Available	0
On feature selection and evaluation of transportation mode prediction strategies	Aug 9, 2018	Decision Makingfeature selection	CodeCode Available	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