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 4121–4130 of 14297 papers

Title	Date	Tasks	Status	Hype
Mapping Transformer Leveraged Embeddings for Cross-Lingual Document Representation	Jan 12, 2024	Recommendation SystemsRetrieval	CodeCode Available	0
Reframing Tax Law Entailment as Analogical Reasoning	Jan 12, 2024	Retrieval	—Unverified	0
UniRQR: A Unified Model for Retrieval Decision, Query, and Response Generation in Internet-Based Knowledge Dialogue Systems	Jan 11, 2024	Multi-Task LearningResponse Generation	—Unverified	0
Distilling Vision-Language Models on Millions of Videos	Jan 11, 2024	Language ModelingLanguage Modelling	—Unverified	0
Discovering Low-rank Subspaces for Language-agnostic Multilingual Representations	Jan 11, 2024	Cross-Lingual TransferPretrained Multilingual Language Models	CodeCode Available	0
Large Language Models vs. Search Engines: Evaluating User Preferences Across Varied Information Retrieval Scenarios	Jan 11, 2024	Information RetrievalRetrieval	—Unverified	0
Cross-modal Retrieval for Knowledge-based Visual Question Answering	Jan 11, 2024	Cross-Modal RetrievalQuestion Answering	CodeCode Available	1
Evidence to Generate (E2G): A Single-agent Two-step Prompting for Context Grounded and Retrieval Augmented Reasoning	Jan 11, 2024	Decision MakingHallucination	—Unverified	0
Reinforcement Learning for Optimizing RAG for Domain Chatbots	Jan 10, 2024	ChatbotQuestion Answering	—Unverified	0
Improving Tag-Clouds as Visual Information Retrieval Interfaces	Jan 10, 2024	Information RetrievalRetrieval	—Unverified	0

Show:10 25 50

← PrevPage 413 of 1430Next →

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