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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 3771–3780 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
A Multi-answer Multi-task Framework for Real-world Machine Reading Comprehension	Oct 1, 2018	Information RetrievalMachine Reading Comprehension	—Unverified	0	0
A Multigraph Representation for Improved Unsupervised/Semi-supervised Learning of Human Actions	Jun 1, 2014	ClusteringInformation Retrieval	—Unverified	0	0
A Multilingual Test Collection for the Semantic Search of Entity Categories	May 1, 2018	Information Retrieval	—Unverified	0	0
A multimodal deep learning approach for named entity recognition from social media	Jan 19, 2020	Information RetrievalMultimodal Deep Learning	—Unverified	0	0
A Multimodal Translation-Based Approach for Knowledge Graph Representation Learning	Jun 1, 2018	Graph Representation LearningInformation Retrieval	—Unverified	0	0
A Multi-Resolution Word Embedding for Document Retrieval from Large Unstructured Knowledge Bases	Feb 2, 2019	Information RetrievalOpen-Domain Question Answering	—Unverified	0	0
A Multi-strategy Query Processing Approach for Biomedical Question Answering: USTB\_PRIR at BioASQ 2017 Task 5B	Aug 1, 2017	ArticlesInformation Retrieval	—Unverified	0	0
A Multi-Task Architecture on Relevance-based Neural Query Translation	Jun 17, 2019	Cross-Lingual Information RetrievalInformation Retrieval	—Unverified	0	0
A Multi-task Learning Framework for Product Ranking with BERT	Feb 10, 2022	Information RetrievalMulti-Task Learning	—Unverified	0	0
An Accuracy-Enhanced Stemming Algorithm for Arabic Information Retrieval	Nov 15, 2019	Information RetrievalRetrieval	—Unverified	0	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