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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 2011–2020 of 4740 papers

Title	Date	Tasks	Status	Hype
Situation-Based Multiparticipant Chat Summarization: a Concept, an Exploration-Annotation Tool and an Example Collection	Aug 1, 2021	Information RetrievalRetrieval	—Unverified	0
xMoCo: Cross Momentum Contrastive Learning for Open-Domain Question Answering	Aug 1, 2021	Contrastive LearningInformation Retrieval	—Unverified	0
Automated Generation of Storytelling Vocabulary from Photographs for use in AAC	Aug 1, 2021	Information RetrievalRetrieval	—Unverified	0
Private Retrieval, Computing and Learning: Recent Progress and Future Challenges	Jul 30, 2021	Distributed ComputingFederated Learning	—Unverified	0
Connecting Compression Spaces with Transformer for Approximate Nearest Neighbor Search	Jul 30, 2021	Feature CompressionInformation Retrieval	—Unverified	0
ExpertRank: A Multi-level Coarse-grained Expert-based Listwise Ranking Loss	Jul 29, 2021	Information RetrievalMixture-of-Experts	—Unverified	0
The Cross-Lingual Arabic Information REtrieval (CLAIRE) System	Jul 29, 2021	Information RetrievalMachine Translation	—Unverified	0
Domain-matched Pre-training Tasks for Dense Retrieval	Jul 28, 2021	Information RetrievalPassage Retrieval	—Unverified	0
Medical Literature Mining and Retrieval in a Conversational Setting	Jul 23, 2021	Information RetrievalLiterature Mining	—Unverified	0
COfEE: A Comprehensive Ontology for Event Extraction from text	Jul 21, 2021	ArticlesEvent Extraction	—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