Retrieval

A methodology that involves selecting relevant data or examples from a large dataset to support tasks like prediction, learning, or inference. It enhances models by providing context or additional information, often used in systems like retrieval-augmented generation or in-context learning.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1891–1900 of 14297 papers

Title	Date	Tasks	Status	Hype
CharacterBERT and Self-Teaching for Improving the Robustness of Dense Retrievers on Queries with Typos	Apr 1, 2022	Passage RetrievalRetrieval	CodeCode Available	1
GEB+: A Benchmark for Generic Event Boundary Captioning, Grounding and Retrieval	Apr 1, 2022	Boundary CaptioningBoundary Grounding	CodeCode Available	1
Distill-VQ: Learning Retrieval Oriented Vector Quantization By Distilling Knowledge from Dense Embeddings	Apr 1, 2022	Contrastive LearningKnowledge Distillation	CodeCode Available	1
kNN-NER: Named Entity Recognition with Nearest Neighbor Search	Mar 31, 2022	Few-Shot Learningnamed-entity-recognition	CodeCode Available	1
Point Scene Understanding via Disentangled Instance Mesh Reconstruction	Mar 31, 2022	RetrievalScene Understanding	CodeCode Available	1
On Metric Learning for Audio-Text Cross-Modal Retrieval	Mar 29, 2022	AudioCapsCross-Modal Retrieval	CodeCode Available	1
Image Retrieval from Contextual Descriptions	Mar 29, 2022	Image RetrievalRetrieval	CodeCode Available	1
X-Pool: Cross-Modal Language-Video Attention for Text-Video Retrieval	Mar 28, 2022	RetrievalText to Video Retrieval	CodeCode Available	1
Optimal Correction Cost for Object Detection Evaluation	Mar 28, 2022	Objectobject-detection	CodeCode Available	1
Part-based Pseudo Label Refinement for Unsupervised Person Re-identification	Mar 28, 2022	Person Re-IdentificationPerson Retrieval	CodeCode Available	1

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All datasets Quora Question Pairs HotpotQA Natural Questions OK-VQA InfoSeek MVK Polyvore PubMedQA PubMedQA corpus with metadata ToolLens คลิปไวรัล!! ไอซ์ ปรีชญา ลืมปิดไลฟ์สดตอนอาบน้ำ ถูกแชร์กระหึ่มเน็ต

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	BM25S	Queries per second	183.53	—	Unverified
2	Elasticsearch	Queries per second	21.8	—	Unverified
3	BM25-PT	Queries per second	6.49	—	Unverified
4	Rank-BM25	Queries per second	1.18	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	BM25S	Queries per second	20.88	—	Unverified
2	Elasticsearch	Queries per second	7.11	—	Unverified
3	Rank-BM25	Queries per second	0.04	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	BM25S	Queries per second	41.85	—	Unverified
2	Elasticsearch	Queries per second	12.16	—	Unverified
3	Rank-BM25	Queries per second	0.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	FLMR	Recall@5	89.32	—	Unverified
2	RA-VQA	Recall@5	82.84	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	PreFLMR	Recall@5	62.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CLIP-KIS	text-to-video Mean Rank	30	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CLIP4Outfit	Recall@5	7.59	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MetaGen Blended RAG	Accuracy (Top-1)	82.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MetaGen Blended RAG	Accuracy (Top-1)	82.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	COLT	COMP@	84.55	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	hello	0L	1,121,222	—	Unverified