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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 3471–3480 of 4740 papers

Title	Date	Tasks	Status	Hype
Named Entity Recognition for Arabic Social Media	Jun 1, 2015	Information Retrievalnamed-entity-recognition	—Unverified	0
Named Entity Recognition in Broadcast News Using Similar Written Texts	Sep 1, 2013	Information Retrievalnamed-entity-recognition	—Unverified	0
Named Entity Recognition System for Dialectal Arabic	Oct 1, 2014	Information Retrievalnamed-entity-recognition	—Unverified	0
Named Entity Recognition System for Sindhi Language	Sep 28, 2019	Information RetrievalMachine Translation	—Unverified	0
Narrowing the Loop: Integration of Resources and Linguistic Dataset Development with Interactive Machine Learning	Jun 1, 2015	Active LearningBIG-bench Machine Learning	—Unverified	0
Natural Language Descriptions of Visual Scenes Corpus Generation and Analysis	Apr 1, 2012	Information RetrievalMachine Translation	—Unverified	0
Natural Language Inference with Definition Embedding Considering Context On the Fly	Jul 1, 2018	Domain AdaptationInformation Retrieval	—Unverified	0
Natural Language Processing in Watson	Jun 1, 2012	Information RetrievalOpen-Domain Question Answering	—Unverified	0
Training Zero-Shot Generalizable End-to-End Task-Oriented Dialog System Without Turn-level Dialog Annotations	Jul 21, 2024	Information Retrievalslot-filling	—Unverified	0
Natural language technology and query expansion: issues, state-of-the-art and perspectives	Apr 23, 2020	AnatomyInformation 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