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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

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Showing 851–875 of 14297 papers

TitleStatusHype
CRAFT Your Dataset: Task-Specific Synthetic Dataset Generation Through Corpus Retrieval and AugmentationCode1
TempMe: Video Temporal Token Merging for Efficient Text-Video RetrievalCode1
DataSculpt: Crafting Data Landscapes for Long-Context LLMs through Multi-Objective PartitioningCode1
Know When to Fuse: Investigating Non-English Hybrid Retrieval in the Legal DomainCode1
Efficient and Scalable Estimation of Tool Representations in Vector SpaceCode1
LexBoost: Improving Lexical Document Retrieval with Nearest NeighborsCode1
T2VIndexer: A Generative Video Indexer for Efficient Text-Video RetrievalCode1
UniFashion: A Unified Vision-Language Model for Multimodal Fashion Retrieval and GenerationCode1
Leveraging Fine-Tuned Retrieval-Augmented Generation with Long-Context Support: For 3GPP StandardsCode1
Great Memory, Shallow Reasoning: Limits of kNN-LMsCode1
MUSE: Mamba is Efficient Multi-scale Learner for Text-video RetrievalCode1
Task-level Distributionally Robust Optimization for Large Language Model-based Dense RetrievalCode1
Hierarchical Retrieval-Augmented Generation Model with Rethink for Multi-hop Question AnsweringCode1
Retail-GPT: leveraging Retrieval Augmented Generation (RAG) for building E-commerce Chat AssistantsCode1
W-RAG: Weakly Supervised Dense Retrieval in RAG for Open-domain Question AnsweringCode1
LLMJudge: LLMs for Relevance JudgmentsCode1
Relevance Filtering for Embedding-based RetrievalCode1
AMES: Asymmetric and Memory-Efficient Similarity Estimation for Instance-level RetrievalCode1
COM Kitchens: An Unedited Overhead-view Video Dataset as a Vision-Language BenchmarkCode1
MALADE: Orchestration of LLM-powered Agents with Retrieval Augmented Generation for PharmacovigilanceCode1
DebateQA: Evaluating Question Answering on Debatable KnowledgeCode1
Focus, Distinguish, and Prompt: Unleashing CLIP for Efficient and Flexible Scene Text RetrievalCode1
EgoCVR: An Egocentric Benchmark for Fine-Grained Composed Video RetrievalCode1
Visual Haystacks: A Vision-Centric Needle-In-A-Haystack BenchmarkCode1
Video-Language Alignment via Spatio-Temporal Graph TransformerCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53—Unverified
2ElasticsearchQueries per second21.8—Unverified
3BM25-PTQueries per second6.49—Unverified
4Rank-BM25Queries per second1.18—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88—Unverified
2ElasticsearchQueries per second7.11—Unverified
3Rank-BM25Queries per second0.04—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85—Unverified
2ElasticsearchQueries per second12.16—Unverified
3Rank-BM25Queries per second0.1—Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32—Unverified
2RA-VQARecall@582.84—Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55—Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222—Unverified