SOTAVerified

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 9201–9225 of 14297 papers

TitleStatusHype
Integrating Stance Detection and Fact Checking in a Unified Corpus—0
Integrating Summarization and Retrieval for Enhanced Personalization via Large Language Models—0
Integrating Temporal Representations for Dynamic Memory Retrieval and Management in Large Language Models—0
Integrity and Junkiness Failure Handling for Embedding-based Retrieval: A Case Study in Social Network Search—0
Intelligent Conversational Android ERICA Applied to Attentive Listening and Job Interview—0
Intelligent Director: An Automatic Framework for Dynamic Visual Composition using ChatGPT—0
Intelligent information extraction based on artificial neural network—0
Intelligent Topic Selection for Low-Cost Information Retrieval Evaluation: A New Perspective on Deep vs. Shallow Judging—0
Intelligent Translation Memory Matching and Retrieval with Sentence Encoders—0
Intensity-Modulated Fiber-Optic Voltage Sensors for Power Distribution Systems—0
Intensity-only optical compressive imaging using a multiply scattering material and a double phase retrieval approach—0
Intent Recognition in Doctor-Patient Interviews—0
Interactions in Information Spread—0
Interactions with Generative Information Retrieval Systems—0
Biomedical Evidence Generation Engine—0
Interactive Extractive Search over Biomedical Corpora—0
Interactive Information Need Prediction with Intent and Context—0
Interactive Query Clarification and Refinement via User Simulation—0
Interactive Query Formulation using Query By Navigation—0
Interactive Recommender System via Knowledge Graph-enhanced Reinforcement Learning—0
Interactive Segmentation on RGBD Images via Cue Selection—0
Interactive Spoken Content Retrieval by Deep Reinforcement Learning—0
Interactive-T2S: Multi-Turn Interactions for Text-to-SQL with Large Language Models—0
Interactive Video Corpus Moment Retrieval using Reinforcement Learning—0
Interactive Video Retrieval with Dialog—0
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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