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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 2981–2990 of 4740 papers

Title	Date	Tasks	Status	Hype
Modeling the Readability of German Targeting Adults and Children: An empirically broad analysis and its cross-corpus validation	Aug 1, 2018	Binary ClassificationCross-corpus	—Unverified	0
Identifying Emergent Research Trends by Key Authors and Phrases	Aug 1, 2018	ArticlesInformation Retrieval	CodeCode Available	0
Leveraging Meta-Embeddings for Bilingual Lexicon Extraction from Specialized Comparable Corpora	Aug 1, 2018	Information RetrievalMachine Translation	—Unverified	0
Cooperative Denoising for Distantly Supervised Relation Extraction	Aug 1, 2018	DenoisingInformation Retrieval	—Unverified	0
Transfer Learning for a Letter-Ngrams to Word Decoder in the Context of Historical Handwriting Recognition with Scarce Resources	Aug 1, 2018	DecoderHandwriting Recognition	—Unverified	0
Knowledge Representation with Conceptual Spaces	Aug 1, 2018	Entity EmbeddingsInformation Retrieval	—Unverified	0
Filtering Aggression from the Multilingual Social Media Feed	Aug 1, 2018	Aggression IdentificationBIG-bench Machine Learning	—Unverified	0
Discovering Latent Information By Spreading Activation Algorithm For Document Retrieval	Jul 29, 2018	Information RetrievalRetrieval	—Unverified	0
Transportation Modes Classification Using Feature Engineering	Jul 28, 2018	ClassificationFeature Engineering	—Unverified	0
Visual Display and Retrieval of Music Information	Jul 26, 2018	Data VisualizationInformation 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