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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 3121–3130 of 4740 papers

Title	Date	Tasks	Status	Hype
Word Embedding Approach for Synonym Extraction of Multi-Word Terms	May 1, 2018	Information RetrievalMachine Translation	CodeCode Available	0
Graph Based Semi-Supervised Learning Approach for Tamil POS tagging	May 1, 2018	Graph SimilarityInformation Retrieval	—Unverified	0
C-HTS: A Concept-based Hierarchical Text Segmentation approach	May 1, 2018	Hierarchical Text SegmentationInformation Retrieval	CodeCode Available	0
SemR-11: A Multi-Lingual Gold-Standard for Semantic Similarity and Relatedness for Eleven Languages	May 1, 2018	Information RetrievalMachine Translation	—Unverified	0
Sentence Level Temporality Detection using an Implicit Time-sensed Resource	May 1, 2018	Information RetrievalSentence	—Unverified	0
Two Multilingual Corpora Extracted from the Tenders Electronic Daily for Machine Learning and Machine Translation Applications.	May 1, 2018	BIG-bench Machine LearningInformation Retrieval	CodeCode Available	0
Pronunciation Dictionaries for the Alsatian Dialects to Analyze Spelling and Phonetic Variation	May 1, 2018	Information Retrieval	—Unverified	0
A Multilingual Test Collection for the Semantic Search of Entity Categories	May 1, 2018	Information Retrieval	—Unverified	0
Automatic Identification of Research Fields in Scientific Papers	May 1, 2018	Information Retrieval	—Unverified	0
Profiling Medical Journal Articles Using a Gene Ontology Semantic Tagger	May 1, 2018	ArticlesInformation Retrieval	CodeCode Available	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