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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 2311–2320 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
Automatic Detection of Cognates Using Orthographic Alignment	Jun 1, 2014	Information RetrievalLanguage Acquisition	—Unverified	0	0
Deep Ranking Based Cost-sensitive Multi-label Learning for Distant Supervision Relation Extraction	Jul 25, 2019	Information RetrievalMulti-Label Learning	—Unverified	0	0
Automatic Cross-Lingual Similarization of Dependency Grammars for Tree-based Machine Translation	Nov 1, 2016	Dependency ParsingGeneral Classification	—Unverified	0	0
ANEC: An Amharic Named Entity Corpus and Transformer Based Recognizer	Jul 2, 2022	imbalanced classificationInformation Retrieval	—Unverified	0	0
A Fast Randomized Algorithm for Finding the Maximal Common Subsequences	Sep 7, 2020	Information RetrievalRetrieval	—Unverified	0	0
Deep Random Projection Outlyingness for Unsupervised Anomaly Detection	Jun 8, 2021	Anomaly DetectionCompressive Sensing	—Unverified	0	0
Automatic creation of WordNets from parallel corpora	May 1, 2014	Information RetrievalTranslation	—Unverified	0	0
Deep Neural Networks for Query Expansion using Word Embeddings	Nov 8, 2018	Information RetrievalRetrieval	—Unverified	0	0
Automatic Coupling of Answer Extraction and Information Retrieval	Aug 1, 2013	Information RetrievalQuestion Answering	—Unverified	0	0
ANCOR\_Centre, a large free spoken French coreference corpus: description of the resource and reliability measures	May 1, 2014	Coreference ResolutionEntity Linking	—Unverified	0	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