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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 3331–3340 of 4740 papers

Title	Date	Tasks	Status	Hype
Towards Semantic Query Segmentation	Jul 25, 2017	Information RetrievalRetrieval	—Unverified	0
Share your Model instead of your Data: Privacy Preserving Mimic Learning for Ranking	Jul 24, 2017	Information RetrievalPrivacy Preserving	—Unverified	0
Deep Learning based Recommender System: A Survey and New Perspectives	Jul 24, 2017	Deep LearningInformation Retrieval	CodeCode Available	0
A Deep Investigation of Deep IR Models	Jul 24, 2017	Information RetrievalLearning-To-Rank	—Unverified	0
MatchZoo: A Toolkit for Deep Text Matching	Jul 23, 2017	Ad-Hoc Information RetrievalInformation Retrieval	CodeCode Available	0
Date-Field Retrieval in Scene Image and Video Frames using Text Enhancement and Shape Coding	Jul 21, 2017	Information RetrievalRetrieval	—Unverified	0
Toward Incorporation of Relevant Documents in word2vec	Jul 20, 2017	Information RetrievalRetrieval	—Unverified	0
Video Question Answering via Attribute-Augmented Attention Network Learning	Jul 20, 2017	AttributeInformation Retrieval	—Unverified	0
Neural Matching Models for Question Retrieval and Next Question Prediction in Conversation	Jul 17, 2017	Information RetrievalRepresentation Learning	—Unverified	0
The Capacity of Symmetric Private Information Retrieval	Jul 15, 2017	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