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
Improving Evidence Retrieval for Automated Explainable Fact-Checking	Jun 1, 2021	ArticlesFact Checking	CodeCode Available	1
DeCEMBERT: Learning from Noisy Instructional Videos via Dense Captions and Entropy Minimization	Jun 1, 2021	Question AnsweringRetrieval	CodeCode Available	1
Keyphrase Extraction from Scientific Articles via Extractive Summarization	Jun 1, 2021	ArticlesExtractive Summarization	CodeCode Available	1
Analogous to Evolutionary Algorithm: Designing a Unified Sequence Model	May 31, 2021	Image RetrievalRetrieval	CodeCode Available	1
Connecting Language and Vision for Natural Language-Based Vehicle Retrieval	May 31, 2021	Language ModellingManagement	CodeCode Available	1
Learning Relation Alignment for Calibrated Cross-modal Retrieval	May 28, 2021	Cross-Modal RetrievalImage-text Retrieval	CodeCode Available	1
Corpus-Level Evaluation for Event QA: The IndiaPoliceEvents Corpus Covering the 2002 Gujarat Violence	May 27, 2021	ArticlesDocument Ranking	CodeCode Available	1
Adaptive Nearest Neighbor Machine Translation	May 27, 2021	Machine TranslationNMT	CodeCode Available	1
Dynamic Semantic Graph Construction and Reasoning for Explainable Multi-hop Science Question Answering	May 25, 2021	Abstract Meaning RepresentationARC	CodeCode Available	1
TIPCB: A Simple but Effective Part-based Convolutional Baseline for Text-based Person Search	May 25, 2021	Image RetrievalPerson Search	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