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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 4211–4220 of 4740 papers

Title	Date	Tasks	Status	Hype
Missed opportunities in translation memory matching	May 1, 2014	Information RetrievalMachine Translation	—Unverified	0
A hierarchical taxonomy for classifying hardness of inference tasks	May 1, 2014	coreference-resolutionCoreference Resolution	—Unverified	0
Co-Training for Classification of Live or Studio Music Recordings	May 1, 2014	ClassificationGeneral Classification	—Unverified	0
Generating and using probabilistic morphological resources for the biomedical domain	May 1, 2014	Information RetrievalMachine Translation	—Unverified	0
BiographyNet: Methodological Issues when NLP supports historical research	May 1, 2014	Information Retrieval	—Unverified	0
Construction and Annotation of a French Folkstale Corpus	May 1, 2014	Emotion RecognitionInformation Retrieval	—Unverified	0
HiEve: A Corpus for Extracting Event Hierarchies from News Stories	May 1, 2014	Information RetrievalRelation Extraction	—Unverified	0
Variations on quantitative comparability measures and their evaluations on synthetic French-English comparable corpora	May 1, 2014	Information RetrievalMachine Translation	—Unverified	0
Semi-supervised methods for expanding psycholinguistics norms by integrating distributional similarity with the structure of WordNet	May 1, 2014	Image RetrievalInformation Retrieval	—Unverified	0
Semantic Search in Documents Enriched by LOD-based Annotations	May 1, 2014	Information RetrievalRetrieval	—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