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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 2061–2070 of 4740 papers

Title	Date	Tasks	Status	Hype
Overview of the Second Workshop on Scholarly Document Processing	Jun 1, 2021	Information RetrievalRetrieval	—Unverified	0
QuadrupletBERT: An Efficient Model For Embedding-Based Large-Scale Retrieval	Jun 1, 2021	Information RetrievalRetrieval	—Unverified	0
Omnizart: A General Toolbox for Automatic Music Transcription	Jun 1, 2021	Chord RecognitionDownbeat Tracking	CodeCode Available	2
Integrating Contextual Knowledge to Visual Features for Fine Art Classification	May 31, 2021	Art AnalysisAttribute	—Unverified	0
CNTLS: A Benchmark Dataset for Abstractive or Extractive Chinese Timeline Summarization	May 29, 2021	ArticlesInformation Retrieval	CodeCode Available	0
Bridging Data Center AI Systems with Edge Computing for Actionable Information Retrieval	May 28, 2021	BIG-bench Machine LearningEdge-computing	CodeCode Available	0
Integrating Semantics and Neighborhood Information with Graph-Driven Generative Models for Document Retrieval	May 27, 2021	Information RetrievalRetrieval	CodeCode Available	0
A data-driven strategy to combine word embeddings in information retrieval	May 26, 2021	Ad-Hoc Information RetrievalDescriptive	—Unverified	0
Quotient Space-Based Keyword Retrieval in Sponsored Search	May 26, 2021	Information RetrievalRetrieval	—Unverified	0
A Survey on Complex Knowledge Base Question Answering: Methods, Challenges and Solutions	May 25, 2021	Information RetrievalKnowledge Base Question Answering	—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