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 4151–4200 of 14297 papers

TitleStatusHype
Pareto Optimal Learning for Estimating Large Language Model Errors—0
Image retrieval outperforms diffusion models on data augmentation—0
Evaluating and Enhancing Large Language Models Performance in Domain-specific Medicine: Osteoarthritis Management with DocOA—0
Evaluating and Optimizing the Effectiveness of Neural Machine Translation in Supporting Code Retrieval Models: A Study on the CAT Benchmark—0
Evaluating Embedding APIs for Information Retrieval—0
CSDR-BERT: a pre-trained scientific dataset match model for Chinese Scientific Dataset Retrieval—0
Automates lexico-phon\'etiques pour l'indexation et la recherche de segments de parole (Lexical-phonetic automata for spoken utterance indexing and retrieval) [in French]—0
Improve Rule Retrieval and Reasoning with Self-Induction and Relevance ReEstimate—0
CS591 Report: Application of siamesa network in 2D transformation—0
Accelerating Innovation Through Analogy Mining—0
Estimation of Speaking Style in Speech Corpora Focusing on speech transcriptions—0
CRTS: A type system for representing clinical recommendations—0
Automated Retrieval of ATT&CK Tactics and Techniques for Cyber Threat Reports—0
CRST: a Claim Retrieval System in Twitter—0
Automated Query-Product Relevance Labeling using Large Language Models for E-commerce Search—0
An AI-based solution for the cold start and data sparsity problems in the recommendation systems—0
Simple but Efficient: A Multi-Scenario Nearline Retrieval Framework for Recommendation on Taobao—0
Ev2R: Evaluating Evidence Retrieval in Automated Fact-Checking—0
Cross-View Image Retrieval -- Ground to Aerial Image Retrieval through Deep Learning—0
Xu: An Automated Query Expansion and Optimization Tool—0
Tracing Content Requirements in Financial Documents using Multi-granularity Text Analysis—0
Automated Literature Review Using NLP Techniques and LLM-Based Retrieval-Augmented Generation—0
Automated Historical Fact-Checking by Passage Retrieval, Word Statistics, and Virtual Question-Answering—0
An agent-driven semantical identifier using radial basis neural networks and reinforcement learning—0
AdaptRec: A Self-Adaptive Framework for Sequential Recommendations with Large Language Models—0
Estimating the Usefulness of Clarifying Questions and Answers for Conversational Search—0
Cross-Probe BERT for Efficient and Effective Cross-Modal Search—0
Cross-Paced Representation Learning with Partial Curricula for Sketch-based Image Retrieval—0
Automated Generation of Storytelling Vocabulary from Photographs for use in AAC—0
Cross-modal Zero-shot Hashing—0
Cross-Modal Visual Relocalization in Prior LiDAR Maps Utilizing Intensity Textures—0
Adaptivity and Modularity for Efficient Generalization Over Task Complexity—0
Cross-modal variational inference for bijective signal-symbol translation—0
Cross-modal Subspace Learning for Fine-grained Sketch-based Image Retrieval—0
Automated Fact-Checking in Dialogue: Are Specialized Models Needed?—0
Cross-Modal Similarity Learning : A Low Rank Bilinear Formulation—0
Cross-modal Semantic Enhanced Interaction for Image-Sentence Retrieval—0
Automated Extraction of Fine-Grained Standardized Product Information from Unstructured Multilingual Web Data—0
An Adversarial Approach to Hard Triplet Generation—0
Estimating Personal Model Parameters from Utterances in Model-based Reminiscence—0
Cross-modal Search Method of Technology Video based on Adversarial Learning and Feature Fusion—0
Cross-Modal Search and Exploration of Greek Painted Pottery—0
Cross-Modal Scene Networks—0
An Adaptive Hybrid Active Learning Strategy with Free Ratings in Collaborative Filtering—0
Adaptive Two-Phase Finetuning LLMs for Japanese Legal Text Retrieval—0
Automated Conversion of Static to Dynamic Scheduler via Natural Language—0
Cross-modal Retrieval with Improved Graph Convolution—0
Automated Code Generation and Validation for Software Components of Microcontrollers—0
An Active Learning Based Approach For Effective Video Annotation And Retrieval—0
Accelerating Inference of Retrieval-Augmented Generation via Sparse Context Selection—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