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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 4031–4040 of 4740 papers

Title	Date	Tasks	Status	Hype
Leveraging Effective Query Modeling Techniques for Speech Recognition and Summarization	Oct 1, 2014	Document RankingInformation Retrieval	—Unverified	0
A Neural Network for Factoid Question Answering over Paragraphs	Oct 1, 2014	Information RetrievalLanguage Modelling	—Unverified	0
On Evaluation Validity in Music Autotagging	Sep 30, 2014	Information RetrievalMusic Information Retrieval	—Unverified	0
An agent-driven semantical identifier using radial basis neural networks and reinforcement learning	Sep 30, 2014	Authorship AttributionInformation Retrieval	—Unverified	0
Autonomous robots and the SP theory of intelligence	Sep 29, 2014	Information RetrievalRetrieval	—Unverified	0
Heterogeneous Metric Learning with Content-based Regularization for Software Artifact Retrieval	Sep 25, 2014	Information RetrievalMetric Learning	—Unverified	0
A Benchmark Suite for Template Detection and Content Extraction	Sep 22, 2014	Information RetrievalRetrieval	—Unverified	0
Interactive Visual Exploration of Topic Models using Graphs	Sep 19, 2014	DescriptiveInformation Retrieval	—Unverified	0
A Deep and Autoregressive Approach for Topic Modeling of Multimodal Data	Sep 13, 2014	image-classificationImage Classification	—Unverified	0
A Study of Association Measures and their Combination for Arabic MWT Extraction	Sep 10, 2014	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