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 2411–2420 of 14297 papers

Title	Date	Tasks	Status	Hype
MedDG: An Entity-Centric Medical Consultation Dataset for Entity-Aware Medical Dialogue Generation	Oct 15, 2020	Dialogue GenerationResponse Generation	CodeCode Available	1
PlenoptiCam v1.0: A light-field imaging framework	Oct 14, 2020	Camera CalibrationInformation Retrieval	CodeCode Available	1
X-FACTR: Multilingual Factual Knowledge Retrieval from Pretrained Language Models	Oct 13, 2020	Retrieval	CodeCode Available	1
MedICaT: A Dataset of Medical Images, Captions, and Textual References	Oct 12, 2020	document understandingImage-text matching	CodeCode Available	1
Open-Domain Question Answering Goes Conversational via Question Rewriting	Oct 10, 2020	Conversational Question AnsweringOpen-Domain Question Answering	CodeCode Available	1
Retrieve and Refine: Exemplar-based Neural Comment Generation	Oct 9, 2020	Code Comment GenerationComment Generation	CodeCode Available	1
Dense Relational Image Captioning via Multi-task Triple-Stream Networks	Oct 8, 2020	Graph GenerationImage Captioning	CodeCode Available	1
Learning to Explain: Datasets and Models for Identifying Valid Reasoning Chains in Multihop Question-Answering	Oct 7, 2020	Question AnsweringReasoning Chain Explanations	CodeCode Available	1
Cross-Thought for Sentence Encoder Pre-training	Oct 7, 2020	Information RetrievalLanguage Modeling	CodeCode Available	1
Learning Binary Semantic Embedding for Histology Image Classification and Retrieval	Oct 7, 2020	ClassificationGeneral Classification	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