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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 3301–3310 of 4740 papers

Title	Date	Tasks	Status	Hype
A Multi-strategy Query Processing Approach for Biomedical Question Answering: USTB\_PRIR at BioASQ 2017 Task 5B	Aug 1, 2017	ArticlesInformation Retrieval	—Unverified	0
Automatic classification of doctor-patient questions for a virtual patient record query task	Aug 1, 2017	BIG-bench Machine LearningDialogue Management	—Unverified	0
Distantly Supervised POS Tagging of Low-Resource Languages under Extreme Data Sparsity: The Case of Hittite	Aug 1, 2017	Information RetrievalMachine Translation	—Unverified	0
Morphological Inflection Generation with Multi-space Variational Encoder-Decoders	Aug 1, 2017	Information RetrievalMachine Translation	—Unverified	0
Know-Center at SemEval-2017 Task 10: Sequence Classification with the CODE Annotator	Aug 1, 2017	General ClassificationInformation Retrieval	—Unverified	0
MoRS at SemEval-2017 Task 3: Easy to use SVM in Ranking Tasks	Aug 1, 2017	Community Question AnsweringInformation Retrieval	—Unverified	0
PKU\_ICL at SemEval-2017 Task 10: Keyphrase Extraction with Model Ensemble and External Knowledge	Aug 1, 2017	ChunkingFeature Engineering	—Unverified	0
GUIR at SemEval-2017 Task 12: A Framework for Cross-Domain Clinical Temporal Information Extraction	Aug 1, 2017	Domain AdaptationInformation Retrieval	—Unverified	0
TWINA at SemEval-2017 Task 4: Twitter Sentiment Analysis with Ensemble Gradient Boost Tree Classifier	Aug 1, 2017	ClassificationGeneral Classification	—Unverified	0
Sentence Alignment using Unfolding Recursive Autoencoders	Aug 1, 2017	Information RetrievalMachine Translation	—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