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

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Showing 3961–3970 of 14297 papers

Title	Date	Tasks	Status
DAMO-NLP at NLPCC-2022 Task 2: Knowledge Enhanced Robust NER for Speech Entity Linking	Sep 27, 2022	Entity Linkingnamed-entity-recognition	—Unverified
Automatic Ontology Learning from Domain-Specific Short Unstructured Text Data	Mar 7, 2019	General ClassificationInformation Retrieval	—Unverified
Analysis of Gait Pattern to Recognize the Human Activities	Jul 18, 2014	Activity RecognitionHuman Activity Recognition	—Unverified
Divide and Rule: Effective Pre-Training for Context-Aware Multi-Encoder Translation Models	Nov 16, 2021	Machine TranslationRetrieval	—Unverified
DALG: Deep Attentive Local and Global Modeling for Image Retrieval	Jul 1, 2022	Image RetrievalRepresentation Learning	—Unverified
Divide by Question, Conquer by Agent: SPLIT-RAG with Question-Driven Graph Partitioning	May 20, 2025	Attributegraph partitioning	—Unverified
Automatic Mathematical Information Retrieval to Perform Translations up to Computer Algebra Systems	Nov 30, 2020	Information RetrievalRetrieval	—Unverified
DA-LD-Hildesheim at SemEval-2019 Task 6: Tracking Offensive Content with Deep Learning using Shallow Representation	Jun 1, 2019	General ClassificationInformation Retrieval	—Unverified
Divide & Conquer for Entailment-aware Multi-hop Evidence Retrieval	Nov 5, 2023	Information RetrievalMulti-hop Question Answering	—Unverified
Analysis of Footnote Chasing and Citation Searching in an Academic Search Engine	Sep 23, 2017	Information RetrievalRetrieval	—Unverified

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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