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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 4431–4440 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
DeepRank: A New Deep Architecture for Relevance Ranking in Information Retrieval	Oct 16, 2017	Deep LearningInformation Retrieval	CodeCode Available	0
Deep Randomized Ensembles for Metric Learning	Aug 13, 2018	General ClassificationImage Retrieval	CodeCode Available	0
The First Swahili Language Scene Text Detection and Recognition Dataset	May 19, 2024	Information RetrievalScene Text Detection	CodeCode Available	0
KiloGrams: Very Large N-Grams for Malware Classification	Aug 1, 2019	ClassificationGeneral Classification	CodeCode Available	0
ZSCRGAN: A GAN-based Expectation Maximization Model for Zero-Shot Retrieval of Images from Textual Descriptions	Jul 23, 2020	Cross-Modal Information RetrievalImage Retrieval	CodeCode Available	0
Combining Graph Degeneracy and Submodularity for Unsupervised Extractive Summarization	Sep 1, 2017	Document SummarizationExtractive Summarization	CodeCode Available	0
KITAB: Evaluating LLMs on Constraint Satisfaction for Information Retrieval	Oct 24, 2023	Information RetrievalRetrieval	CodeCode Available	0
Towards Improving the Explainability of Text-based Information Retrieval with Knowledge Graphs	Jan 17, 2023	Information RetrievalKnowledge Graphs	CodeCode Available	0
ViQuAE, a Dataset for Knowledge-based Visual Question Answering about Named Entities	Nov 16, 2021	ArticlesFace Recognition	CodeCode Available	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