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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 1381–1390 of 4740 papers

Title	Date	Tasks	Status	Hype
Retrieving Comparative Arguments using Ensemble Methods and Neural Information Retrieval	May 1, 2023	Argument RetrievalInformation Retrieval	—Unverified	0
Transfer of knowledge among instruments in automatic music transcription	Apr 30, 2023	Information RetrievalMusic Information Retrieval	—Unverified	0
Synthetic Cross-language Information Retrieval Training Data	Apr 29, 2023	Information RetrievalLanguage Modelling	—Unverified	0
Search-in-the-Chain: Interactively Enhancing Large Language Models with Search for Knowledge-intensive Tasks	Apr 28, 2023	Fact CheckingInformation Retrieval	CodeCode Available	1
Topic-oriented Adversarial Attacks against Black-box Neural Ranking Models	Apr 28, 2023	Information RetrievalRetrieval	CodeCode Available	0
Multivariate Representation Learning for Information Retrieval	Apr 27, 2023	Information RetrievalRepresentation Learning	—Unverified	0
Visual Diagrammatic Queries in ViziQuer: Overview and Implementation	Apr 27, 2023	Information RetrievalKnowledge Graphs	—Unverified	0
V3CTRON \| Data Retrieval & Access System For Flexible Semantic Search & Retrieval Of Proprietary Document Collections Using Natural Language Queries.	Apr 26, 2023	Conversational SearchInformation Retrieval	CodeCode Available	1
A Personalized Dense Retrieval Framework for Unified Information Access	Apr 26, 2023	Information RetrievalQuestion Answering	CodeCode Available	1
Examining the Impact of Uncontrolled Variables on Physiological Signals in User Studies for Information Processing Activities	Apr 26, 2023	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