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 821–830 of 14297 papers

Title	Date	Tasks	Status	Hype
Retrieval-Augmented Decision Transformer: External Memory for In-context RL	Oct 9, 2024	In-Context LearningReinforcement Learning (RL)	CodeCode Available	1
Dissecting Fine-Tuning Unlearning in Large Language Models	Oct 9, 2024	Retrieval	CodeCode Available	1
Text Proxy: Decomposing Retrieval from a 1-to-N Relationship into N 1-to-1 Relationships for Text-Video Retrieval	Oct 9, 2024	RetrievalText Retrieval	CodeCode Available	1
Less is More: Making Smaller Language Models Competent Subgraph Retrievers for Multi-hop KGQA	Oct 8, 2024	Knowledge GraphsRAG	CodeCode Available	1
ZEBRA: Zero-Shot Example-Based Retrieval Augmentation for Commonsense Question Answering	Oct 7, 2024	Question AnsweringRetrieval	CodeCode Available	1
LongGenBench: Long-context Generation Benchmark	Oct 5, 2024	Language ModellingRetrieval	CodeCode Available	1
Enriching Music Descriptions with a Finetuned-LLM and Metadata for Text-to-Music Retrieval	Oct 4, 2024	DescriptiveLanguage Modeling	CodeCode Available	1
Adversarial Decoding: Generating Readable Documents for Adversarial Objectives	Oct 3, 2024	Adversarial TextRAG	CodeCode Available	1
Inductive Generative Recommendation via Retrieval-based Speculation	Oct 3, 2024	Re-RankingRetrieval	CodeCode Available	1
PairDistill: Pairwise Relevance Distillation for Dense Retrieval	Oct 2, 2024	Information RetrievalKnowledge Distillation	CodeCode Available	1

Show:10 25 50

← PrevPage 83 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