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 2271–2280 of 14297 papers

Title	Date	Tasks	Status	Hype
RAM2C: A Liberal Arts Educational Chatbot based on Retrieval-augmented Multi-role Multi-expert Collaboration	Sep 23, 2024	ChatbotEthics	CodeCode Available	0
Learning When to Retrieve, What to Rewrite, and How to Respond in Conversational QA	Sep 23, 2024	Conversational Question AnsweringInformation Retrieval	—Unverified	0
Boosting Healthcare LLMs Through Retrieved Context	Sep 23, 2024	BenchmarkingMultiple-choice	CodeCode Available	1
SEAL: Suite for Evaluating API-use of LLMs	Sep 23, 2024	Retrieval	—Unverified	0
Detect, Describe, Discriminate: Moving Beyond VQA for MLLM Evaluation	Sep 23, 2024	Multiple-choiceQuestion Answering	—Unverified	0
GEM-RAG: Graphical Eigen Memories For Retrieval Augmented Generation	Sep 23, 2024	Question AnsweringRAG	—Unverified	0
Enhancing Scientific Reproducibility Through Automated BioCompute Object Creation Using Retrieval-Augmented Generation from Publications	Sep 23, 2024	HallucinationLong-Context Understanding	—Unverified	0
Past Meets Present: Creating Historical Analogy with Large Language Models	Sep 23, 2024	Retrieval	CodeCode Available	0
Reducing the Footprint of Multi-Vector Retrieval with Minimal Performance Impact via Token Pooling	Sep 23, 2024	Retrieval	—Unverified	0
MADial-Bench: Towards Real-world Evaluation of Memory-Augmented Dialogue Generation	Sep 23, 2024	Dialogue GenerationRetrieval	—Unverified	0

Show:10 25 50

← PrevPage 228 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