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 951–960 of 14297 papers

Title	Date	Tasks	Status	Hype	Score
Compress to Impress: Unleashing the Potential of Compressive Memory in Real-World Long-Term Conversations	Feb 19, 2024	ChatbotLanguage Modeling	CodeCode Available	1	5
Finetune-RAG: Fine-Tuning Language Models to Resist Hallucination in Retrieval-Augmented Generation	May 16, 2025	HallucinationRAG	CodeCode Available	1	5
A Molecular Multimodal Foundation Model Associating Molecule Graphs with Natural Language	Sep 12, 2022	Contrastive LearningCross-Modal Retrieval	CodeCode Available	1	5
FIRE: Fact-checking with Iterative Retrieval and Verification	Oct 17, 2024	Claim VerificationFact Checking	CodeCode Available	1	5
Adaptive Nearest Neighbor Machine Translation	May 27, 2021	Machine TranslationNMT	CodeCode Available	1	5
Condensed Movies: Story Based Retrieval with Contextual Embeddings	May 8, 2020	RetrievalText to Video Retrieval	CodeCode Available	1	5
MosAIc: Finding Artistic Connections across Culture with Conditional Image Retrieval	Jul 14, 2020	Cultural Vocal Bursts Intensity PredictionImage Retrieval	CodeCode Available	1	5
Flexible retrieval with NMSLIB and FlexNeuART	Oct 28, 2020	Re-RankingRetrieval	CodeCode Available	1	5
BRIEF: Bridging Retrieval and Inference for Multi-hop Reasoning via Compression	Oct 20, 2024	In-Context LearningLong-Context Understanding	CodeCode Available	1	5
CharacterBERT and Self-Teaching for Improving the Robustness of Dense Retrievers on Queries with Typos	Apr 1, 2022	Passage RetrievalRetrieval	CodeCode Available	1	5

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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