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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
On-the-fly Historical Handwritten Text Annotation	Sep 6, 2017	Information RetrievalRetrieval	—Unverified	0
Radial Line Fourier Descriptor for Historical Handwritten Text Representation	Sep 6, 2017	Information RetrievalRetrieval	—Unverified	0
Understanding the Logical and Semantic Structure of Large Documents	Sep 3, 2017	ArticlesBIG-bench Machine Learning	—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
Neural Sequence Learning Models for Word Sense Disambiguation	Sep 1, 2017	DecoderInformation Retrieval	—Unverified	0
Boundary-based MWE segmentation with text partitioning	Sep 1, 2017	ChunkingInformation Retrieval	—Unverified	0
Building Dialectal Arabic Corpora	Sep 1, 2017	Dialect IdentificationInformation Retrieval	—Unverified	0
A Game with a Purpose for Automatic Detection of Children's Speech Disabilities using Limited Speech Resources	Sep 1, 2017	Information Retrieval	—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
oIQa: An Opinion Influence Oriented Question Answering Framework with Applications to Marketing Domain	Sep 1, 2017	ChatbotInformation Retrieval	—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