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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 1821–1830 of 4740 papers

Title	Date	Tasks	Status	Hype
DeepSSN: a deep convolutional neural network to assess spatial scene similarity	Feb 7, 2022	Data AugmentationInformation Retrieval	CodeCode Available	0
Classification on Sentence Embeddings for Legal Assistance	Feb 5, 2022	ClassificationInformation Retrieval	—Unverified	0
Pirá: A Bilingual Portuguese-English Dataset for Question-Answering about the Ocean	Feb 4, 2022	Information RetrievalMachine Translation	CodeCode Available	0
Supervised Contrastive Learning for Product Matching	Feb 4, 2022	Contrastive LearningData Augmentation	CodeCode Available	1
TONet: Tone-Octave Network for Singing Melody Extraction from Polyphonic Music	Feb 2, 2022	DecoderInformation Retrieval	CodeCode Available	1
Duplicate Detection in a Knowledge Base with PIKA	Feb 1, 2022	Graph Neural NetworkInformation Retrieval	—Unverified	0
Improving BERT-based Query-by-Document Retrieval with Multi-Task Optimization	Feb 1, 2022	Information RetrievalRepresentation Learning	—Unverified	0
Semantic Annotation and Querying Framework based on Semi-structured Ayurvedic Text	Feb 1, 2022	Information RetrievalQuestion Answering	—Unverified	0
ODSearch: Fast and Resource Efficient On-device Natural Language Search for Fitness Trackers' Data	Jan 31, 2022	Information Retrieval	—Unverified	0
Learning Representations of Entities and Relations	Jan 31, 2022	Fact CheckingInformation 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