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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 3241–3250 of 4740 papers

Title	Date	Tasks	Status	Hype
Proceedings of the 1st Workshop on Natural Language Processing and Information Retrieval associated with RANLP 2017	Sep 1, 2017	Information RetrievalRetrieval	—Unverified	0
Exploiting and Evaluating a Supervised, Multilanguage Keyphrase Extraction pipeline for under-resourced languages	Sep 1, 2017	BIG-bench Machine LearningInformation Retrieval	—Unverified	0
An Extensible Multilingual Open Source Lemmatizer	Sep 1, 2017	Information RetrievalLEMMA	—Unverified	0
A Calibration Method for Evaluation of Sentiment Analysis	Sep 1, 2017	Information RetrievalSentiment Analysis	—Unverified	0
Applying Deep Neural Network to Retrieve Relevant Civil Law Articles	Sep 1, 2017	ArticlesClustering	—Unverified	0
Do Not Trust the Trolls: Predicting Credibility in Community Question Answering Forums	Sep 1, 2017	Community Question AnsweringInformation Retrieval	CodeCode Available	0
Graph-Based Approach to Recognizing CST Relations in Polish Texts	Sep 1, 2017	Document SummarizationGraph Similarity	—Unverified	0
Building Multiword Expressions Bilingual Lexicons for Domain Adaptation of an Example-Based Machine Translation System	Sep 1, 2017	Domain AdaptationInformation Retrieval	—Unverified	0
Proceedings of the 1st Workshop on Natural Language Processing and Information Retrieval associated with RANLP 2017	Sep 1, 2017	Information RetrievalRetrieval	—Unverified	0
Deception Detection for the Russian Language: Lexical and Syntactic Parameters	Sep 1, 2017	Binary text classificationDeception Detection	—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