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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 2391–2400 of 4740 papers

Title	Date	Tasks	Status	Hype
Towards a Natural Language Query Processing System	Sep 25, 2020	Information RetrievalManagement	—Unverified	0
A Comparative Study of Feature Types for Age-Based Text Classification	Sep 24, 2020	General ClassificationInformation Retrieval	CodeCode Available	0
Using the Hammer Only on Nails: A Hybrid Method for Evidence Retrieval for Question Answering	Sep 22, 2020	Information RetrievalQuestion Answering	—Unverified	0
Claraprint: a chord and melody based fingerprint for western classical music cover detection	Sep 21, 2020	Information RetrievalMusic Information Retrieval	CodeCode Available	0
Learning a Lie Algebra from Unlabeled Data Pairs	Sep 19, 2020	DisentanglementInformation Retrieval	—Unverified	0
The Capacity of Multi-user Private Information Retrieval for Computationally Limited Databases	Sep 18, 2020	Information RetrievalPrivacy Preserving	—Unverified	0
Event Presence Prediction Helps Trigger Detection Across Languages	Sep 15, 2020	Event DetectionEvent Extraction	—Unverified	0
Aspect Classification for Legal Depositions	Sep 9, 2020	ClassificationGeneral Classification	—Unverified	0
Brown University at TREC Deep Learning 2019	Sep 8, 2020	Deep LearningInformation Retrieval	—Unverified	0
A Fast Randomized Algorithm for Finding the Maximal Common Subsequences	Sep 7, 2020	Information RetrievalRetrieval	—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