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 1181–1190 of 14297 papers

Title	Date	Tasks	Status	Hype
CXR-CLIP: Toward Large Scale Chest X-ray Language-Image Pre-training	Oct 20, 2023	Retrieval	CodeCode Available	1
Open-source Large Language Models are Strong Zero-shot Query Likelihood Models for Document Ranking	Oct 20, 2023	Document RankingInformation Retrieval	CodeCode Available	1
MoqaGPT : Zero-Shot Multi-modal Open-domain Question Answering with Large Language Model	Oct 20, 2023	Language ModelingLanguage Modelling	CodeCode Available	1
Fast and Accurate Factual Inconsistency Detection Over Long Documents	Oct 19, 2023	ChunkingNatural Language Inference	CodeCode Available	1
MolCA: Molecular Graph-Language Modeling with Cross-Modal Projector and Uni-Modal Adapter	Oct 19, 2023	Contrastive LearningIUPAC Name Prediction	CodeCode Available	1
REMARK-LLM: A Robust and Efficient Watermarking Framework for Generative Large Language Models	Oct 18, 2023	Retrieval	CodeCode Available	1
A Comprehensive Evaluation of Large Language Models on Legal Judgment Prediction	Oct 18, 2023	Information RetrievalLegal Reasoning	CodeCode Available	1
CLARA: Multilingual Contrastive Learning for Audio Representation Acquisition	Oct 18, 2023	Audio ClassificationContrastive Learning	CodeCode Available	1
KG-GPT: A General Framework for Reasoning on Knowledge Graphs Using Large Language Models	Oct 17, 2023	Fact VerificationKnowledge Graphs	CodeCode Available	1
RegaVAE: A Retrieval-Augmented Gaussian Mixture Variational Auto-Encoder for Language Modeling	Oct 16, 2023	HallucinationLanguage Modeling	CodeCode Available	1

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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