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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 3061–3070 of 4740 papers

Title	Date	Tasks	Status	Hype
Labeling Documents with Timestamps: Learning from their Time Expressions	Jul 1, 2012	Document DatingInformation Retrieval	—Unverified	0
Labeling of Query Words using Conditional Random Field	Jul 29, 2016	Information RetrievalLanguage Identification	—Unverified	0
LaMDA: Language Models for Dialog Applications	Jan 20, 2022	Code GenerationInformation Retrieval	—Unverified	0
LAMP: Learnable Meta-Path Guided Adversarial Contrastive Learning for Heterogeneous Graphs	Sep 10, 2024	Contrastive LearningInformation Retrieval	—Unverified	0
Language adaptation experiments via cross-lingual embeddings for related languages	May 1, 2018	Domain AdaptationInformation Retrieval	—Unverified	0
Language diversity and implications for Language technology in the Multilingual Europe	Sep 1, 2013	DiversityInformation Retrieval	—Unverified	0
Language Identification in Code-Switching Scenario	Oct 1, 2014	Information RetrievalLanguage Identification	—Unverified	0
Language Identification using Classifier Ensembles	Sep 1, 2015	Information RetrievalLanguage Identification	—Unverified	0
Language Modelling with NMT Query Translation for Amharic-Arabic Cross-Language Information Retrieval	Dec 1, 2019	Information RetrievalLanguage Modeling	—Unverified	0
LANNS: A Web-Scale Approximate Nearest Neighbor Lookup System	Oct 19, 2020	Information RetrievalPlaying the Game of 2048	—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