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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 3091–3100 of 4740 papers

Title	Date	Tasks	Status	Hype
SynTF: Synthetic and Differentially Private Term Frequency Vectors for Privacy-Preserving Text Mining	May 2, 2018	ArticlesAuthorship Attribution	—Unverified	0
Unsupervised Cross-Lingual Information Retrieval using Monolingual Data Only	May 2, 2018	Cross-Lingual Information RetrievalInformation Retrieval	CodeCode Available	0
DEFT2018 : recherche d'information et analyse de sentiments dans des tweets concernant les transports en \^Ile de France (DEFT2018 : Information Retrieval and Sentiment Analysis in Tweets about Public Transportation in \^Ile de France Region )	May 1, 2018	Information RetrievalRetrieval	—Unverified	0
SemR-11: A Multi-Lingual Gold-Standard for Semantic Similarity and Relatedness for Eleven Languages	May 1, 2018	Information RetrievalMachine Translation	—Unverified	0
Semantic Equivalence Detection: Are Interrogatives Harder than Declaratives?	May 1, 2018	Community Question AnsweringInformation Retrieval	—Unverified	0
Profiling Medical Journal Articles Using a Gene Ontology Semantic Tagger	May 1, 2018	ArticlesInformation Retrieval	CodeCode Available	0
Pronunciation Dictionaries for the Alsatian Dialects to Analyze Spelling and Phonetic Variation	May 1, 2018	Information Retrieval	—Unverified	0
Scalable Visualisation of Sentiment and Stance	May 1, 2018	Information RetrievalOpinion Mining	—Unverified	0
Graph Based Semi-Supervised Learning Approach for Tamil POS tagging	May 1, 2018	Graph SimilarityInformation Retrieval	—Unverified	0
MMQA: A Multi-domain Multi-lingual Question-Answering Framework for English and Hindi	May 1, 2018	Information RetrievalMachine Translation	—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