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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 2731–2740 of 4740 papers

Title	Date	Tasks	Status	Hype
A Neural Turing~Machine for Conditional Transition Graph Modeling	Jul 15, 2019	BIG-bench Machine LearningInformation Retrieval	—Unverified	0
Learning Complex Basis Functions for Invariant Representations of Audio	Jul 13, 2019	Information RetrievalMusic Information Retrieval	CodeCode Available	0
Proceedings of FACTS-IR 2019	Jul 12, 2019	FairnessInformation Retrieval	—Unverified	0
Let's measure run time! Extending the IR replicability infrastructure to include performance aspects	Jul 10, 2019	Information RetrievalRe-Ranking	—Unverified	0
ReQA: An Evaluation for End-to-End Answer Retrieval Models	Jul 10, 2019	Information RetrievalQuestion Answering	CodeCode Available	0
Incorporating Query Term Independence Assumption for Efficient Retrieval and Ranking using Deep Neural Networks	Jul 8, 2019	Information RetrievalPassage Ranking	—Unverified	0
Qwant Research @DEFT 2019: Document matching and information retrieval using clinical cases	Jul 6, 2019	Information RetrievalRetrieval	—Unverified	0
Extraction and Analysis of Fictional Character Networks: A Survey	Jul 5, 2019	DescriptiveInformation Retrieval	CodeCode Available	0
Latent Dirichlet Allocation Based Acoustic Data Selection for Automatic Speech Recognition	Jul 2, 2019	2kAutomatic Speech Recognition	—Unverified	0
Recherche et extraction d'information dans des cas cliniques. Pr\'esentation de la campagne d'\'evaluation DEFT 2019 (Information Retrieval and Information Extraction from Clinical Cases)	Jul 1, 2019	ArticlesInformation 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