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 1901–1910 of 14297 papers

Title	Date	Tasks	Status	Hype
Improving Few-Shot Cross-Domain Named Entity Recognition by Instruction Tuning a Word-Embedding based Retrieval Augmented Large Language Model	Nov 1, 2024	BenchmarkingCross-Domain Named Entity Recognition	—Unverified	0
LLM-Ref: Enhancing Reference Handling in Technical Writing with Large Language Models	Nov 1, 2024	ArticlesChunking	—Unverified	0
Retrieval-enriched zero-shot image classification in low-resource domains	Nov 1, 2024	image-classificationImage Classification	—Unverified	0
MIRFLEX: Music Information Retrieval Feature Library for Extraction	Nov 1, 2024	BenchmarkingInformation Retrieval	CodeCode Available	1
Unified Generative and Discriminative Training for Multi-modal Large Language Models	Nov 1, 2024	Dynamic Time WarpingImage-text Classification	—Unverified	0
E2E-AFG: An End-to-End Model with Adaptive Filtering for Retrieval-Augmented Generation	Nov 1, 2024	MisinformationRetrieval	—Unverified	0
Birdie: Advancing State Space Models with Reward-Driven Objectives and Curricula	Nov 1, 2024	Computational EfficiencyQuestion Answering	CodeCode Available	1
JudgeRank: Leveraging Large Language Models for Reasoning-Intensive Reranking	Oct 31, 2024	Code CompletionOpen-Domain Question Answering	—Unverified	0
Beyond Content Relevance: Evaluating Instruction Following in Retrieval Models	Oct 31, 2024	Instruction FollowingReranking	CodeCode Available	0
MoTaDual: Modality-Task Dual Alignment for Enhanced Zero-shot Composed Image Retrieval	Oct 31, 2024	Image RetrievalPrompt Learning	—Unverified	0

Show:10 25 50

← PrevPage 191 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