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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 2711–2720 of 4740 papers

Title	Date	Tasks	Status	Hype
Greedy Optimized Multileaving for Personalization	Jul 19, 2019	Information RetrievalRecommendation Systems	CodeCode Available	0
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
High Dimensional Similarity Search with Satellite System Graph: Efficiency, Scalability, and Unindexed Query Compatibility	Jul 13, 2019	Information RetrievalRetrieval	CodeCode Available	1
Proceedings of FACTS-IR 2019	Jul 12, 2019	FairnessInformation Retrieval	—Unverified	0
ReQA: An Evaluation for End-to-End Answer Retrieval Models	Jul 10, 2019	Information RetrievalQuestion Answering	CodeCode Available	0
Let's measure run time! Extending the IR replicability infrastructure to include performance aspects	Jul 10, 2019	Information RetrievalRe-Ranking	—Unverified	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

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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