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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 1901–1910 of 4740 papers

Title	Date	Tasks	Status	Hype
Music Classification: Beyond Supervised Learning, Towards Real-world Applications	Nov 23, 2021	ClassificationInformation Retrieval	CodeCode Available	1
Zero-Shot Open-Book Question Answering	Nov 22, 2021	Information RetrievalNatural Questions	CodeCode Available	0
The Impact of Main Content Extraction on Near-Duplicate Detection	Nov 21, 2021	Information RetrievalRetrieval	—Unverified	0
Graph-augmented Learning to Rank for Querying Large-scale Knowledge Graph	Nov 20, 2021	Answer SelectionGraph Question Answering	—Unverified	0
The Power of Selecting Key Blocks with Local Pre-ranking for Long Document Information Retrieval	Nov 18, 2021	Information RetrievalRetrieval	CodeCode Available	0
Quality and Cost Trade-offs in Passage Re-ranking Task	Nov 18, 2021	Information RetrievalOpen-Domain Question Answering	—Unverified	0
Improving Neural Models for Radiology Report Retrieval with Lexicon-based Automated Annotation	Nov 16, 2021	Information RetrievalRetrieval	—Unverified	0
MDERank: A Masked Document Embedding Rank Approach for Unsupervised Keyphrase Extraction	Nov 16, 2021	Contrastive LearningDocument Embedding	—Unverified	0
Dynamic Entity Memory Network for Dialogue Relational Triplet Extraction	Nov 16, 2021	Information RetrievalRetrieval	—Unverified	0
Repo4QA: Answering Complex Coding Questions via Dense Retrieval on GitHub Repositories	Nov 16, 2021	Contrastive LearningInformation Retrieval	—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