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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 3131–3140 of 4740 papers

Title	Date	Tasks	Status	Hype
Q-Map: Clinical Concept Mining from Clinical Documents	Apr 30, 2018	Information RetrievalRetrieval	—Unverified	0
A Review of Automatic Drum Transcription	Apr 26, 2018	Drum TranscriptionDrum Transcription in Music (DTM)	—Unverified	0
Putting Question-Answering Systems into Practice: Transfer Learning for Efficient Domain Customization	Apr 19, 2018	Information RetrievalManagement	—Unverified	0
Learning a Deep Listwise Context Model for Ranking Refinement	Apr 16, 2018	Information RetrievalLearning-To-Rank	CodeCode Available	0
Improving the Representation and Conversion of Mathematical Formulae by Considering their Textual Context	Apr 13, 2018	Information RetrievalRetrieval	CodeCode Available	0
On Using Non-Volatile Memory in Apache Lucene	Apr 12, 2018	Information RetrievalRetrieval	—Unverified	0
Training a Ranking Function for Open-Domain Question Answering	Apr 12, 2018	Information RetrievalOpen-Domain Question Answering	—Unverified	0
Learning Multilingual Embeddings for Cross-Lingual Information Retrieval in the Presence of Topically Aligned Corpora	Apr 12, 2018	Cross-Lingual Information RetrievalInformation Retrieval	—Unverified	0
Report on the 7th International Workshop on Bibliometric-enhanced Information Retrieval (BIR 2018)	Apr 10, 2018	Information RetrievalRetrieval	—Unverified	0
Approximate k-NN Graph Construction: a Generic Online Approach	Apr 9, 2018	graph constructionInformation 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