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 4221–4230 of 14297 papers

Title	Date	Tasks	Status	Hype
A Language-based solution to enable Metaverse Retrieval	Dec 22, 2023	Contrastive LearningRetrieval	CodeCode Available	0
From Bytes to Biases: Investigating the Cultural Self-Perception of Large Language Models	Dec 21, 2023	Information RetrievalRetrieval	—Unverified	0
InternVL: Scaling up Vision Foundation Models and Aligning for Generic Visual-Linguistic Tasks	Dec 21, 2023	Image RetrievalImage-to-Text Retrieval	CodeCode Available	1
Unexplored Frontiers: A Review of Empirical Studies of Exploratory Search	Dec 21, 2023	ArticlesRetrieval	—Unverified	0
Anchoring Path for Inductive Relation Prediction in Knowledge Graphs	Dec 21, 2023	Inductive Relation PredictionKnowledge Graphs	CodeCode Available	0
Parameter Efficient Tuning Allows Scalable Personalization of LLMs for Text Entry: A Case Study on Abbreviation Expansion	Dec 21, 2023	Language ModelingLanguage Modelling	—Unverified	0
Exploiting Novel GPT-4 APIs	Dec 21, 2023	Language ModelingLanguage Modelling	CodeCode Available	1
Context-aware Decoding Reduces Hallucination in Query-focused Summarization	Dec 21, 2023	HallucinationLanguage Modelling	CodeCode Available	1
T-Eval: Evaluating the Tool Utilization Capability of Large Language Models Step by Step	Dec 21, 2023	Instruction FollowingRetrieval	CodeCode Available	2
Experimenting with Large Language Models and vector embeddings in NASA SciX	Dec 21, 2023	Data AugmentationHallucination	—Unverified	0

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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