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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 2791–2800 of 4740 papers

Title	Date	Tasks	Status	Hype
Diversifying Reply Suggestions using a Matching-Conditional Variational Autoencoder	Mar 25, 2019	DiversityInformation Retrieval	—Unverified	0
Action-Centered Information Retrieval	Mar 23, 2019	Information RetrievalRetrieval	—Unverified	0
Improving Machine Hearing on Limited Data Sets	Mar 21, 2019	Information RetrievalMusic Information Retrieval	CodeCode Available	0
A Deep Look into Neural Ranking Models for Information Retrieval	Mar 16, 2019	Information RetrievalRetrieval	—Unverified	0
GASC: Genre-Aware Semantic Change for Ancient Greek	Mar 13, 2019	Information RetrievalRetrieval	—Unverified	0
Adversarial attacks against Fact Extraction and VERification	Mar 13, 2019	Fact CheckingInformation Retrieval	—Unverified	0
Automatic Ontology Learning from Domain-Specific Short Unstructured Text Data	Mar 7, 2019	General ClassificationInformation Retrieval	—Unverified	0
Quantum Latent Semantic Analysis	Mar 7, 2019	Information RetrievalRetrieval	—Unverified	0
Bidirectional Attentive Memory Networks for Question Answering over Knowledge Bases	Mar 6, 2019	Information RetrievalKnowledge Base Question Answering	CodeCode Available	1
On Application of Learning to Rank for E-Commerce Search	Mar 1, 2019	AttributeInformation Retrieval	—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