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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 1101–1110 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
Data Cleansing with Contrastive Learning for Vocal Note Event Annotations	Aug 5, 2020	Contrastive LearningInformation Retrieval	CodeCode Available	0	5
Curriculum Learning Strategies for IR: An Empirical Study on Conversation Response Ranking	Dec 18, 2019	Information RetrievalRetrieval	CodeCode Available	0	5
Cross-Lingual Low-Resource Set-to-Description Retrieval for Global E-Commerce	May 17, 2020	AttributeCross-Lingual Information Retrieval	CodeCode Available	0	5
Cross-lingual Information Retrieval with BERT	Apr 24, 2020	Cross-Lingual Information RetrievalDocument Ranking	CodeCode Available	0	5
Cross-Lingual Word Representations via Spectral Graph Embeddings	Aug 1, 2016	Information RetrievalWord Embeddings	CodeCode Available	0	5
End-to-End Open-Domain Question Answering with BERTserini	Feb 5, 2019	ArticlesInformation Retrieval	CodeCode Available	0	5
Cross-lingual Document Retrieval using Regularized Wasserstein Distance	May 11, 2018	Information RetrievalRetrieval	CodeCode Available	0	5
Continual Learning of Long Topic Sequences in Neural Information Retrieval	Jan 10, 2022	Continual LearningInformation Retrieval	CodeCode Available	0	5
MIRe: Enhancing Multimodal Queries Representation via Fusion-Free Modality Interaction for Multimodal Retrieval	Nov 13, 2024	Image ComprehensionInformation Retrieval	CodeCode Available	0	5
Cross-Lingual Document Retrieval with Smooth Learning	Nov 2, 2020	Information RetrievalRetrieval	CodeCode Available	0	5

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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