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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 841–850 of 4740 papers

Title	Date	Tasks	Status	Hype
Build Fast and Accurate Lemmatization for Arabic	Oct 18, 2017	Information RetrievalLemmatization	—Unverified	0
Building a Better Bitext for Structurally Different Languages through Self-training	Nov 1, 2017	Information RetrievalMachine Translation	—Unverified	0
An Extensible Multilingual Open Source Lemmatizer	Sep 1, 2017	Information RetrievalLEMMA	—Unverified	0
Building a Crisis Management Term Resource for Social Media: The Case of Floods and Protests	May 1, 2014	DescriptiveInformation Retrieval	—Unverified	0
Building a Dataset of Multilingual Cognates for the Romanian Lexicon	May 1, 2014	Cross-Lingual Information RetrievalInformation Retrieval	—Unverified	0
Building a Finnish SOM-based ontology concept tagger and harvester	Jan 1, 2018	Information RetrievalMorphological Analysis	—Unverified	0
Building a Knowledge Graph from Natural Language Definitions for Interpretable Text Entailment Recognition	May 1, 2018	Information RetrievalOpen Information Extraction	—Unverified	0
Building a Lexicon of Formulaic Language for Language Learners	Jun 1, 2015	Information Retrieval	—Unverified	0
Bernoulli Embeddings for Graphs	Mar 25, 2018	Information RetrievalQuantization	—Unverified	0
BERM: Training the Balanced and Extractable Representation for Matching to Improve Generalization Ability of Dense Retrieval	May 18, 2023	Information RetrievalKnowledge Distillation	—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