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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 841–850 of 4740 papers

Title	Date	Tasks	Status	Hype
jina-clip-v2: Multilingual Multimodal Embeddings for Text and Images	Dec 11, 2024	Contrastive LearningCross-Modal Information Retrieval	—Unverified	0
Machine Learning Information Retrieval and Summarisation to Support Systematic Review on Outcomes Based Contracting	Dec 11, 2024	DiversityInformation Retrieval	—Unverified	0
Annotation Techniques for Judo Combat Phase Classification from Tournament Footage	Dec 10, 2024	Information RetrievalTransfer Learning	—Unverified	0
Spatio-temporal Latent Representations for the Analysis of Acoustic Scenes in-the-wild	Dec 10, 2024	Information RetrievalSelf-Supervised Learning	—Unverified	0
Privacy-Preserving Customer Support: A Framework for Secure and Scalable Interactions	Dec 10, 2024	Federated LearningInformation Retrieval	—Unverified	0
VP-MEL: Visual Prompts Guided Multimodal Entity Linking	Dec 9, 2024	Entity LinkingInformation Retrieval	—Unverified	0
Towards Brain Passage Retrieval -- An Investigation of EEG Query Representations	Dec 9, 2024	cross-modal alignmentEEG	—Unverified	0
Semantic Search and Recommendation Algorithm	Dec 9, 2024	Information RetrievalRetrieval	—Unverified	0
Learning Cluster Representatives for Approximate Nearest Neighbor Search	Dec 8, 2024	ClusteringInformation Retrieval	CodeCode Available	0
1-800-SHARED-TASKS at RegNLP: Lexical Reranking of Semantic Retrieval (LeSeR) for Regulatory Question Answering	Dec 8, 2024	Answer GenerationDomain Adaptation	—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