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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 1876–1900 of 14297 papers

TitleStatusHype
BioImage.IO Chatbot: A Community-Driven AI Assistant for Integrative Computational BioimagingCode1
Open-source Large Language Models are Strong Zero-shot Query Likelihood Models for Document RankingCode1
OpenTab: Advancing Large Language Models as Open-domain Table ReasonersCode1
Cross-Modal Retrieval: A Systematic Review of Methods and Future DirectionsCode1
Cross-Modal Hierarchical Modelling for Fine-Grained Sketch Based Image RetrievalCode1
Optimizing Dense Retrieval Model Training with Hard NegativesCode1
Optimizing Intermediate Representations of Generative Models for Phase RetrievalCode1
Optimizing Revenue while showing Relevant Assortments at ScaleCode1
Order-Embeddings of Images and LanguageCode1
BGE M3-Embedding: Multi-Lingual, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge DistillationCode1
A Simple and Efficient Reconstruction Backbone for Snapshot Compressive ImagingCode1
Cross-Modal Fusion Distillation for Fine-Grained Sketch-Based Image RetrievalCode1
Cross-modal Retrieval for Knowledge-based Visual Question AnsweringCode1
PairDistill: Pairwise Relevance Distillation for Dense RetrievalCode1
PAKTON: A Multi-Agent Framework for Question Answering in Long Legal AgreementsCode1
PanoVPR: Towards Unified Perspective-to-Equirectangular Visual Place Recognition via Sliding Windows across the Panoramic ViewCode1
PAPERCLIP: Associating Astronomical Observations and Natural Language with Multi-Modal ModelsCode1
Cross-Modal Adapter for Text-Video RetrievalCode1
Parallel Context Windows for Large Language ModelsCode1
Paraphrasing evades detectors of AI-generated text, but retrieval is an effective defenseCode1
Bidirectional Attentive Memory Networks for Question Answering over Knowledge BasesCode1
Ask&Confirm: Active Detail Enriching for Cross-Modal Retrieval with Partial QueryCode1
Parts2Words: Learning Joint Embedding of Point Clouds and Texts by Bidirectional Matching between Parts and WordsCode1
Passage Re-ranking with BERTCode1
Cross-Lingual Cross-Modal Retrieval with Noise-Robust LearningCode1
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All datasetsQuora Question PairsHotpotQANatural QuestionsOK-VQAInfoSeekMVKPolyvorePubMedQAPubMedQA corpus with metadataToolLensคลิปไวรัล!! ไอซ์ ปรีชญา ลืมปิดไลฟ์สดตอนอาบน้ำ ถูกแชร์กระหึ่มเน็ต

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