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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 2031–2040 of 4740 papers

Title	Date	Tasks	Status	Hype
Rating and aspect-based opinion graph embeddings for explainable recommendations	Jul 7, 2021	Graph EmbeddingInformation Retrieval	—Unverified	0
A Search Engine for Scientific Publications: a Cybersecurity Case Study	Jun 30, 2021	Information RetrievalManagement	—Unverified	0
A Simple and Efficient Probabilistic Language model for Code-Mixed Text	Jun 29, 2021	Information RetrievalLanguage Identification	—Unverified	0
On the Capacity of Quantum Private Information Retrieval from MDS-Coded and Colluding Servers	Jun 28, 2021	Information RetrievalRetrieval	—Unverified	0
A Few Brief Notes on DeepImpact, COIL, and a Conceptual Framework for Information Retrieval Techniques	Jun 28, 2021	Information RetrievalPassage Ranking	—Unverified	0
A Graph-based approach to derive the geodesic distance on Statistical manifolds: Application to Multimedia Information Retrieval	Jun 26, 2021	Information RetrievalRetrieval	—Unverified	0
Detecting race and gender bias in visual representation of AI on web search engines	Jun 26, 2021	Image RetrievalInformation Retrieval	—Unverified	0
Gender Recognition in Informal and Formal Language Scenarios via Transfer Learning	Jun 23, 2021	Information RetrievalMarketing	—Unverified	0
Information Retrieval for ZeroSpeech 2021: The Submission by University of Wroclaw	Jun 22, 2021	Information RetrievalRetrieval	CodeCode Available	0
Pseudo-Relevance Feedback for Multiple Representation Dense Retrieval	Jun 21, 2021	Information RetrievalPassage Ranking	CodeCode Available	1

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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