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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 4111–4120 of 4740 papers

Title	Date	Tasks	Status	Hype
Opinion Mining and Topic Categorization with Novel Term Weighting	Jun 1, 2014	Information RetrievalOpinion Mining	—Unverified	0
Manawi: Using Multi-Word Expressions and Named Entities to Improve Machine Translation	Jun 1, 2014	Information RetrievalMachine Translation	—Unverified	0
Back up your Stance: Recognizing Arguments in Online Discussions	Jun 1, 2014	Information RetrievalOpinion Mining	—Unverified	0
Exploiting Morphological, Grammatical, and Semantic Correlates for Improved Text Difficulty Assessment	Jun 1, 2014	Information RetrievalLanguage Modelling	—Unverified	0
Towards Creation of a Corpus for Argumentation Mining the Biomedical Genetics Research Literature	Jun 1, 2014	Abstract ArgumentationInformation Retrieval	—Unverified	0
Fact Checking: Task definition and dataset construction	Jun 1, 2014	Fact CheckingInformation Retrieval	—Unverified	0
Looking for Hyponyms in Vector Space	Jun 1, 2014	Information RetrievalQuestion Answering	—Unverified	0
Automatic Detection of Multilingual Dictionaries on the Web	Jun 1, 2014	Information RetrievalMachine Translation	—Unverified	0
Learning Translational and Knowledge-based Similarities from Relevance Rankings for Cross-Language Retrieval	Jun 1, 2014	Information RetrievalLearning-To-Rank	—Unverified	0
Automatic Detection of Cognates Using Orthographic Alignment	Jun 1, 2014	Information RetrievalLanguage Acquisition	—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