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 2201–2210 of 14297 papers

Title	Date	Tasks	Status	Hype	Score
Knowledge Boosting: Rethinking Medical Contrastive Vision-Language Pre-Training	Jul 14, 2023	Clinical KnowledgeDiagnostic	CodeCode Available	1	5
Circle Loss: A Unified Perspective of Pair Similarity Optimization	Feb 25, 2020	Face RecognitionFace Verification	CodeCode Available	1	5
MosAIc: Finding Artistic Connections across Culture with Conditional Image Retrieval	Jul 14, 2020	Cultural Vocal Bursts Intensity PredictionImage Retrieval	CodeCode Available	1	5
CONCRETE: Improving Cross-lingual Fact-checking with Cross-lingual Retrieval	Sep 5, 2022	Cross-lingual Fact-checkingCross-Lingual Information Retrieval	CodeCode Available	1	5
Condensed Movies: Story Based Retrieval with Contextual Embeddings	May 8, 2020	RetrievalText to Video Retrieval	CodeCode Available	1	5
Cascaded Multilingual Audio-Visual Learning from Videos	Nov 8, 2021	audio-visual learningRetrieval	CodeCode Available	1	5
Explicitly Integrating Judgment Prediction with Legal Document Retrieval: A Law-Guided Generative Approach	Dec 15, 2023	PredictionRetrieval	CodeCode Available	1	5
Incorporating Relevance Feedback for Information-Seeking Retrieval using Few-Shot Document Re-Ranking	Oct 19, 2022	Argument RetrievalInformation Retrieval	CodeCode Available	1	5
Knowledge Guided Text Retrieval and Reading for Open Domain Question Answering	Nov 10, 2019	Natural QuestionsOpen-Domain Question Answering	CodeCode Available	1	5
IndicNLPSuite: Monolingual Corpora, Evaluation Benchmarks and Pre-trained Multilingual Language Models for Indian Languages	Nov 8, 2020	Genre classificationMultiple-choice	CodeCode Available	1	5

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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