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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 3151–3160 of 4740 papers

Title	Date	Tasks	Status	Hype
Authorship verification in the absence of explicit features and thresholds	Mar 1, 2018	ArticlesAuthorship Verification	CodeCode Available	0
Network-Clustered Multi-Modal Bug Localization	Feb 27, 2018	ClusteringInformation Retrieval	—Unverified	0
A Fast Deep Learning Model for Textual Relevance in Biomedical Information Retrieval	Feb 26, 2018	Biomedical Information RetrievalDeep Learning	—Unverified	0
Deep Neural Network for Learning to Rank Query-Text Pairs	Feb 25, 2018	Document RankingInformation Retrieval	—Unverified	0
Novel Approaches to Accelerating the Convergence Rate of Markov Decision Process for Search Result Diversification	Feb 23, 2018	Decision MakingInformation Retrieval	—Unverified	0
Recurrent Binary Embedding for GPU-Enabled Exhaustive Retrieval from Billion-Scale Semantic Vectors	Feb 18, 2018	GPUInformation Retrieval	—Unverified	0
CREPE: A Convolutional Representation for Pitch Estimation	Feb 17, 2018	Information RetrievalMusic Information Retrieval	CodeCode Available	1
Revisiting the Vector Space Model: Sparse Weighted Nearest-Neighbor Method for Extreme Multi-Label Classification	Feb 12, 2018	BIG-bench Machine LearningExtreme Multi-Label Classification	CodeCode Available	0
One Deep Music Representation to Rule Them All? : A comparative analysis of different representation learning strategies	Feb 12, 2018	AllDeep Learning	CodeCode Available	0
Convolutional Hashing for Automated Scene Matching	Feb 9, 2018	Information RetrievalRetrieval	—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