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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 1771–1780 of 4740 papers

Title	Date	Tasks	Status	Hype
A Transfer Learning Pipeline for Educational Resource Discovery with Application in Leading Paragraph Generation	Jan 7, 2022	Information RetrievalLanguage Modeling	—Unverified	0
Cross-language Information Retrieval	Nov 10, 2021	Information RetrievalRetrieval	—Unverified	0
Analysis of Robocode Robot Adaptive Confrontation Based on Zero-Sum Game	Jul 4, 2022	Information RetrievalRetrieval	—Unverified	0
Exploring Fine-tuned Generative Models for Keyphrase Selection: A Case Study for Russian	Sep 16, 2024	Information RetrievalKeyphrase Extraction	—Unverified	0
Cross-Language Authorship Attribution	May 1, 2014	Authorship AttributionInformation Retrieval	—Unverified	0
Can MusicGen Create Training Data for MIR Tasks?	Nov 15, 2023	Information RetrievalMusic Information Retrieval	—Unverified	0
Noise-Robust Dense Retrieval via Contrastive Alignment Post Training	Apr 6, 2023	Data AugmentationDocument Ranking	—Unverified	0
Adaptability of Neural Networks on Varying Granularity IR Tasks	Jun 24, 2016	Information RetrievalRetrieval	—Unverified	0
Exploring Inherent Properties of the Monophonic Melody of Songs	Mar 20, 2020	Information RetrievalRetrieval	—Unverified	0
Cross-language Article Linking Using Cross-Encyclopedia Entity Embedding	Jun 1, 2018	ArticlesInformation 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