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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 1291–1300 of 4740 papers

Title	Date	Tasks	Status	Hype
Deep Learning for Biomedical Information Retrieval: Learning Textual Relevance from Click Logs	Aug 1, 2017	Biomedical Information RetrievalInformation Retrieval	—Unverified	0
Deep Learning for MIR Tutorial	Jan 15, 2020	Deep LearningEvent Detection	—Unverified	0
Deep Learning in Semantic Kernel Spaces	Jul 1, 2017	Deep LearningFeature Engineering	—Unverified	0
Deep Learning Models For Multiword Expression Identification	Aug 1, 2017	Deep LearningInformation Retrieval	—Unverified	0
CSE: Conceptual Sentence Embeddings based on Attention Model	Aug 1, 2016	Information RetrievalSentence	—Unverified	0
Attribute based Chinese Named Entity Recognition and Disambiguation	Dec 1, 2012	AttributeChinese Named Entity Recognition	—Unverified	0
Deep Neural Network for Learning to Rank Query-Text Pairs	Feb 25, 2018	Document RankingInformation Retrieval	—Unverified	0
Deep Neural Networks at the Service of Multilingual Parallel Sentence Extraction	Aug 1, 2018	Information RetrievalMachine Translation	—Unverified	0
Deep Neural Networks for Query Expansion using Word Embeddings	Nov 8, 2018	Information RetrievalRetrieval	—Unverified	0
A Survey on Practical Applications of Multi-Armed and Contextual Bandits	Apr 2, 2019	Information RetrievalMulti-Armed Bandits	—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