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 1151–1160 of 14297 papers

Title	Date	Tasks	Status	Hype
Improving Hateful Meme Detection through Retrieval-Guided Contrastive Learning	Nov 14, 2023	Contrastive LearningHateful Meme Classification	CodeCode Available	1
KTRL+F: Knowledge-Augmented In-Document Search	Nov 14, 2023	Retrieval	CodeCode Available	1
LLatrieval: LLM-Verified Retrieval for Verifiable Generation	Nov 14, 2023	Language ModelingLanguage Modelling	CodeCode Available	1
Leveraging LLMs for Synthesizing Training Data Across Many Languages in Multilingual Dense Retrieval	Nov 10, 2023	Language ModelingLanguage Modelling	CodeCode Available	1
RAPID: Training-free Retrieval-based Log Anomaly Detection with PLM considering Token-level information	Nov 9, 2023	Anomaly DetectionRetrieval	CodeCode Available	1
Weakly supervised cross-modal learning in high-content screening	Nov 8, 2023	Cross-Modal RetrievalDrug Discovery	CodeCode Available	1
GLEN: Generative Retrieval via Lexical Index Learning	Nov 6, 2023	Learning-To-RankRetrieval	CodeCode Available	1
OVIR-3D: Open-Vocabulary 3D Instance Retrieval Without Training on 3D Data	Nov 6, 2023	3D Open-Vocabulary Instance SegmentationRegion Proposal	CodeCode Available	1
Sculpting Holistic 3D Representation in Contrastive Language-Image-3D Pre-training	Nov 3, 2023	Contrastive LearningRetrieval	CodeCode Available	1
CRUSH4SQL: Collective Retrieval Using Schema Hallucination For Text2SQL	Nov 2, 2023	HallucinationRetrieval	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