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 1691–1700 of 14297 papers

Title	Date	Tasks	Status	Hype
Logical Form Generation via Multi-task Learning for Complex Question Answering over Knowledge Bases	Oct 1, 2022	Entity DisambiguationForm	CodeCode Available	1
DocQueryNet: Value Retrieval with Arbitrary Queries for Form-like Documents	Oct 1, 2022	document understandingForm	CodeCode Available	1
DecAF: Joint Decoding of Answers and Logical Forms for Question Answering over Knowledge Bases	Sep 30, 2022	Entity LinkingQuestion Answering	CodeCode Available	1
SmallCap: Lightweight Image Captioning Prompted with Retrieval Augmentation	Sep 30, 2022	DecoderImage Captioning	CodeCode Available	1
TVLT: Textless Vision-Language Transformer	Sep 28, 2022	Automatic Speech Recognition (ASR)Image Retrieval	CodeCode Available	1
Mr. Right: Multimodal Retrieval on Representation of ImaGe witH Text	Sep 28, 2022	Image CaptioningImage Retrieval	CodeCode Available	1
Audio Retrieval with WavText5K and CLAP Training	Sep 28, 2022	AudioCapsAudio captioning	CodeCode Available	1
The Chamber Ensemble Generator: Limitless High-Quality MIR Data via Generative Modeling	Sep 28, 2022	Information RetrievalMulti-instrument Music Transcription	CodeCode Available	1
Learning-Based Dimensionality Reduction for Computing Compact and Effective Local Feature Descriptors	Sep 27, 2022	Dimensionality ReductionImage Retrieval	CodeCode Available	1
WikiDes: A Wikipedia-Based Dataset for Generating Short Descriptions from Paragraphs	Sep 27, 2022	ArticlesContrastive Learning	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