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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 1881–1890 of 4740 papers

Title	Date	Tasks	Status	Hype
Learning Cross-Lingual IR from an English Retriever	Dec 15, 2021	Cross-Lingual Information RetrievalInformation Retrieval	CodeCode Available	1
Text Mining Through Label Induction Grouping Algorithm Based Method	Dec 15, 2021	Information RetrievalRetrieval	—Unverified	0
ISEEQ: Information Seeking Question Generation using Dynamic Meta-Information Retrieval and Knowledge Graphs	Dec 13, 2021	Information RetrievalKnowledge Graphs	—Unverified	0
MedGraph: An experimental semantic information retrieval method using knowledge graph embedding for the biomedical citations indexed in PubMed	Dec 12, 2021	ArticlesBiomedical Information Retrieval	—Unverified	0
Robust Information Retrieval for False Claims with Distracting Entities In Fact Extraction and Verification	Dec 10, 2021	Data AugmentationFact Checking	—Unverified	0
Match Your Words! A Study of Lexical Matching in Neural Information Retrieval	Dec 10, 2021	Information RetrievalRetrieval	—Unverified	0
Learning music audio representations via weak language supervision	Dec 8, 2021	Audio ClassificationInformation Retrieval	CodeCode Available	1
Piano Timbre Development Analysis using Machine Learning	Dec 6, 2021	BIG-bench Machine LearningClustering	—Unverified	0
Variational Autoencoder with CCA for Audio-Visual Cross-Modal Retrieval	Dec 5, 2021	Cross-Modal RetrievalInformation Retrieval	—Unverified	0
ColBERTv2: Effective and Efficient Retrieval via Lightweight Late Interaction	Dec 2, 2021	Information RetrievalOpen-Domain Question Answering	CodeCode Available	2

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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