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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 1041–1050 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
Deep convolutional neural networks for predominant instrument recognition in polyphonic music	May 31, 2016	Information RetrievalInstrument Recognition	CodeCode Available	0	5
Decoding a Neural Retriever's Latent Space for Query Suggestion	Oct 21, 2022	DecoderInformation Retrieval	CodeCode Available	0	5
A Study on Broadcast Networks for Music Genre Classification	Aug 25, 2022	Audio ClassificationClassification	CodeCode Available	0	5
Debiased Pairwise Learning from Positive-Unlabeled Implicit Feedback	Jul 29, 2023	Collaborative FilteringInformation Retrieval	CodeCode Available	0	5
De-DSI: Decentralised Differentiable Search Index	Apr 18, 2024	Information RetrievalRetrieval	CodeCode Available	0	5
Deep Neural Networks for YouTube Recommendations	Sep 7, 2016	Information RetrievalRecommendation Systems	CodeCode Available	0	5
Real-Time Online Stock Forecasting Utilizing Integrated Quantitative and Qualitative Analysis	Nov 26, 2023	Information RetrievalSentiment Analysis	CodeCode Available	0	5
Dataset and Benchmark for Urdu Natural Scenes Text Detection, Recognition and Visual Question Answering	May 21, 2024	DiversityInformation Retrieval	CodeCode Available	0	5
DCID: Deep Canonical Information Decomposition	Jun 27, 2023	Information RetrievalMulti-Task Learning	CodeCode Available	0	5
Data Fusion of Synthetic Query Variants With Generative Large Language Models	Nov 6, 2024	Information RetrievalRetrieval	CodeCode Available	0	5

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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