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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 3171–3180 of 4740 papers

Title	Date	Tasks	Status	Hype
Let's measure run time! Extending the IR replicability infrastructure to include performance aspects	Jul 10, 2019	Information RetrievalRe-Ranking	—Unverified	0
Leveraging a Bilingual Dictionary to Learn Wolastoqey Word Representations	Jun 1, 2022	Information RetrievalLearning Word Embeddings	—Unverified	0
Leveraging Advantages of Interactive and Non-Interactive Models for Vector-Based Cross-Lingual Information Retrieval	Nov 3, 2021	Computational EfficiencyCross-Lingual Information Retrieval	—Unverified	0
Leveraging Annotators' Gaze Behaviour for Coreference Resolution	Aug 1, 2016	coreference-resolutionCoreference Resolution	—Unverified	0
Leveraging Chemistry Foundation Models to Facilitate Structure Focused Retrieval Augmented Generation in Multi-Agent Workflows for Catalyst and Materials Design	Aug 21, 2024	Cross-Modal RetrievalInformation Retrieval	—Unverified	0
Leveraging Crowdsourcing for Paraphrase Recognition	Aug 1, 2013	Information RetrievalMachine Translation	—Unverified	0
Leveraging Data Resources for Cross-Linguistic Information Retrieval Using Statistical Machine Translation	Jan 1, 2018	Information RetrievalMachine Translation	—Unverified	0
Leveraging Deep Learning Techniques on Collaborative Filtering Recommender Systems	Apr 18, 2023	Collaborative FilteringDeep Learning	—Unverified	0
Leveraging Domain Adaptation and Data Augmentation to Improve Qur'anic IR in English and Arabic	Dec 5, 2023	Data AugmentationDomain Adaptation	—Unverified	0
Leveraging Effective Query Modeling Techniques for Speech Recognition and Summarization	Oct 1, 2014	Document RankingInformation 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