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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 811–820 of 4740 papers

Title	Date	Tasks	Status	Hype
A Novel Multimodal Music Genre Classifier using Hierarchical Attention and Convolutional Neural Network	Nov 24, 2020	Genre classificationInformation Retrieval	—Unverified	0
Book Review: Graph-Based Natural Language Processing and Information Retrieval by Rada Mihalcea and Dragomir Radev	Jan 1, 2012	Dimensionality ReductionGraph Clustering	—Unverified	0
Book Review: Linked Lexical Knowledge Bases Foundations and Applications by Iryna Gurevych, Judith Eckle-er and Michael Matuschek	Jun 1, 2017	Information RetrievalQuestion Answering	—Unverified	0
Book Reviews: Natural Language Processing for Social Media by Atefeh Farzindar and Diana Inkpen	Dec 1, 2016	Information RetrievalPart-Of-Speech Tagging	—Unverified	0
Book Reviews: Semantic Similarity from Natural Language and Ontology Analysis by S\'ebastien Harispe, Sylvie Ranwez, Stefan Janaqi, and Jacky Montmain	Dec 1, 2016	Information RetrievalSemantic Similarity	—Unverified	0
Book Review: The Structure of Scientific Articles: Applications to Citation Indexing and Summarization by Simone Teufel	Jan 1, 2012	ArticlesInformation Retrieval	—Unverified	0
Boosting Cross-Language Retrieval by Learning Bilingual Phrase Associations from Relevance Rankings	Oct 1, 2013	Information RetrievalLearning-To-Rank	—Unverified	0
Boosting English-Chinese Machine Transliteration via High Quality Alignment and Multilingual Resources	Jul 1, 2015	Information RetrievalMachine Translation	—Unverified	0
Boosting Search Engines with Interactive Agents	Sep 1, 2021	Information RetrievalReading Comprehension	—Unverified	0
BERT-CNN: a Hierarchical Patent Classifier Based on a Pre-Trained Language Model	Nov 3, 2019	ClassificationGeneral Classification	—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