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 2401–2410 of 14297 papers

Title	Date	Tasks	Status	Hype
XOR QA: Cross-lingual Open-Retrieval Question Answering	Oct 22, 2020	ArticlesMachine Translation	CodeCode Available	1
Neural Audio Fingerprint for High-specific Audio Retrieval based on Contrastive Learning	Oct 22, 2020	Audio FingerprintContrastive Learning	CodeCode Available	1
LCD -- Line Clustering and Description for Place Recognition	Oct 21, 2020	ClusteringImage Retrieval	CodeCode Available	1
Open Question Answering over Tables and Text	Oct 20, 2020	Open-Ended Question AnsweringQuestion Answering	CodeCode Available	1
CoRT: Complementary Rankings from Transformers	Oct 20, 2020	Information RetrievalPassage Retrieval	CodeCode Available	1
Learning To Retrieve: How to Train a Dense Retrieval Model Effectively and Efficiently	Oct 20, 2020	Information RetrievalPassage Retrieval	CodeCode Available	1
Self-supervised Co-training for Video Representation Learning	Oct 19, 2020	Action RecognitionContrastive Learning	CodeCode Available	1
Audio-based Near-Duplicate Video Retrieval with Audio Similarity Learning	Oct 17, 2020	RetrievalTransfer Learning	CodeCode Available	1
Delaying Interaction Layers in Transformer-based Encoders for Efficient Open Domain Question Answering	Oct 16, 2020	Information RetrievalManagement	CodeCode Available	1
MedDG: An Entity-Centric Medical Consultation Dataset for Entity-Aware Medical Dialogue Generation	Oct 15, 2020	Dialogue GenerationResponse Generation	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