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 2261–2270 of 14297 papers

Title	Date	Tasks	Status	Hype	Score
Knowledge Card: Filling LLMs' Knowledge Gaps with Plug-in Specialized Language Models	May 17, 2023	Retrieval	CodeCode Available	1	5
Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval	Oct 12, 2021	ClusteringConstrained Clustering	CodeCode Available	1	5
A Generic Visualization Approach for Convolutional Neural Networks	Jul 19, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
CLERC: A Dataset for Legal Case Retrieval and Retrieval-Augmented Analysis Generation	Jun 24, 2024	Information RetrievalRAG	CodeCode Available	1	5
Certifiably Robust RAG against Retrieval Corruption	May 24, 2024	RAGRetrieval	CodeCode Available	1	5
CORD-19: The COVID-19 Open Research Dataset	Apr 22, 2020	Information RetrievalManagement	CodeCode Available	1	5
Learning Implicit User Profiles for Personalized Retrieval-Based Chatbot	Aug 18, 2021	ChatbotRetrieval	CodeCode Available	1	5
Learning Interpretable Legal Case Retrieval via Knowledge-Guided Case Reformulation	Jun 28, 2024	ArticlesFairness	CodeCode Available	1	5
Clickbait Spoiling via Question Answering and Passage Retrieval	Mar 19, 2022	Passage RetrievalQuestion Answering	CodeCode Available	1	5
Clinical Temporal Relation Extraction with Probabilistic Soft Logic Regularization and Global Inference	Dec 16, 2020	Feature EngineeringMedical Question Answering	CodeCode Available	1	5

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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