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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 1021–1030 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
AmazonQA: A Review-Based Question Answering Task	Aug 12, 2019	Answer GenerationInformation Retrieval	CodeCode Available	0	5
DeepRank: A New Deep Architecture for Relevance Ranking in Information Retrieval	Oct 16, 2017	Deep LearningInformation Retrieval	CodeCode Available	0	5
A Comparative Study of Feature Types for Age-Based Text Classification	Sep 24, 2020	General ClassificationInformation Retrieval	CodeCode Available	0	5
DeepTileBars: Visualizing Term Distribution for Neural Information Retrieval	Nov 1, 2018	Ad-Hoc Information RetrievalDocument Ranking	CodeCode Available	0	5
Deep Learning for Audio Signal Processing	Apr 30, 2019	Audio Signal ProcessingAutomatic Speech Recognition	CodeCode Available	0	5
Deep Neural Networks for YouTube Recommendations	Sep 7, 2016	Information RetrievalRecommendation Systems	CodeCode Available	0	5
Deep Learning-Based Automatic Downbeat Tracking: A Brief Review	Jun 10, 2019	Deep LearningDownbeat Tracking	CodeCode Available	0	5
Deep Learning based Recommender System: A Survey and New Perspectives	Jul 24, 2017	Deep LearningInformation Retrieval	CodeCode Available	0	5
Deep Randomized Ensembles for Metric Learning	Aug 13, 2018	General ClassificationImage Retrieval	CodeCode Available	0	5
Deep Triplet Neural Networks with Cluster-CCA for Audio-Visual Cross-modal Retrieval	Aug 10, 2019	Cross-Modal RetrievalInformation Retrieval	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