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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 1311–1320 of 4740 papers

Title	Date	Tasks	Status	Hype
Deep Semi-Supervised Metric Learning With Mixed Label Propagation	Jan 1, 2023	Information RetrievalMetric Learning	—Unverified	0
Deep Sentence Embedding Using Long Short-Term Memory Networks: Analysis and Application to Information Retrieval	Feb 24, 2015	Information RetrievalRetrieval	—Unverified	0
Leveraging Deep Graph-Based Text Representation for Sentiment Polarity Applications	Feb 23, 2019	BIG-bench Machine LearningDocument Classification	—Unverified	0
Deep Sequence Models for Text Classification Tasks	Jul 18, 2022	ClassificationInformation Retrieval	—Unverified	0
DeepSRGM -- Sequence Classification and Ranking in Indian Classical Music with Deep Learning	Feb 15, 2024	Information RetrievalMusic Information Retrieval	—Unverified	0
Automatic Feature Weight Determination using Indexing and Pseudo-Relevance Feedback for Multi-feature Content-Based Image Retrieval	Dec 11, 2018	AttributeContent-Based Image Retrieval	—Unverified	0
Attentive Representation Learning with Adversarial Training for Short Text Clustering	Dec 8, 2019	ClusteringInformation Retrieval	—Unverified	0
Deep Tensor Encoding	Mar 18, 2017	Information RetrievalRetrieval	—Unverified	0
Automatic Identification and Ranking of Emergency Aids in Social Media Macro Community	Oct 26, 2018	Information RetrievalRetrieval	—Unverified	0
Analyzing Patient Records to Establish If and When a Patient Suffered from a Medical Condition	Jun 1, 2012	Information RetrievalQuestion Answering	—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