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 2811–2820 of 14297 papers

Title	Date	Tasks	Status	Hype
Contrast then Memorize: Semantic Neighbor Retrieval-Enhanced Inductive Multimodal Knowledge Graph Completion	Jul 3, 2024	Contrastive LearningKnowledge Graph Completion	CodeCode Available	1
CoIR: A Comprehensive Benchmark for Code Information Retrieval Models	Jul 3, 2024	BenchmarkingCode Search	CodeCode Available	2
A Comparative Study of DSL Code Generation: Fine-Tuning vs. Optimized Retrieval Augmentation	Jul 3, 2024	Code GenerationHallucination	—Unverified	0
Improving Retrieval-augmented Text-to-SQL with AST-based Ranking and Schema Pruning	Jul 3, 2024	In-Context LearningRetrieval	—Unverified	0
Uplifting Lower-Income Data: Strategies for Socioeconomic Perspective Shifts in Large Multi-modal Models	Jul 2, 2024	Retrieval	CodeCode Available	0
Reliable Confidence Intervals for Information Retrieval Evaluation Using Generative A.I	Jul 2, 2024	Information RetrievalRetrieval	—Unverified	0
Neurocache: Efficient Vector Retrieval for Long-range Language Modeling	Jul 2, 2024	Few-Shot LearningLanguage Modeling	CodeCode Available	0
MeMemo: On-device Retrieval Augmentation for Private and Personalized Text Generation	Jul 2, 2024	HallucinationRAG	CodeCode Available	2
AdaCQR: Enhancing Query Reformulation for Conversational Search via Sparse and Dense Retrieval Alignment	Jul 2, 2024	Context Query ReformulationConversational Search	CodeCode Available	1
RankRAG: Unifying Context Ranking with Retrieval-Augmented Generation in LLMs	Jul 2, 2024	Answer GenerationQuestion Answering	—Unverified	0

Show:10 25 50

← PrevPage 282 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