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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 2591–2600 of 4740 papers

Title	Date	Tasks	Status	Hype
A multimodal deep learning approach for named entity recognition from social media	Jan 19, 2020	Information RetrievalMultimodal Deep Learning	—Unverified	0
Experiments on Manual Thesaurus based Query Expansion for Ad-hoc Monolingual Gujarati Information Retrieval Tasks	Jan 18, 2020	Information RetrievalRetrieval	—Unverified	0
Quantum Private Information Retrieval from Coded and Colluding Servers	Jan 16, 2020	Information RetrievalRetrieval	—Unverified	0
Latent-variable Private Information Retrieval	Jan 16, 2020	ArticlesInformation Retrieval	—Unverified	0
Document Network Projection in Pretrained Word Embedding Space	Jan 16, 2020	ClusteringGeneral Classification	—Unverified	0
Deep Learning for MIR Tutorial	Jan 15, 2020	Deep LearningEvent Detection	—Unverified	0
Unbiased evaluation of ranking metrics reveals consistent performance in science and technology citation data	Jan 15, 2020	Information RetrievalRetrieval	—Unverified	0
Humpty Dumpty: Controlling Word Meanings via Corpus Poisoning	Jan 14, 2020	Data PoisoningInformation Retrieval	—Unverified	0
Modeling Product Search Relevance in e-Commerce	Jan 14, 2020	Information RetrievalRetrieval	—Unverified	0
On the Replicability of Combining Word Embeddings and Retrieval Models	Jan 13, 2020	ClusteringDocument Classification	—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