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 5151–5200 of 14297 papers

TitleStatusHype
A Hopfieldian View-based Interpretation for Chain-of-Thought Reasoning—0
A Gradient Accumulation Method for Dense Retriever under Memory Constraint—0
Symmetric Multi-Similarity Loss for EPIC-KITCHENS-100 Multi-Instance Retrieval Challenge 2024Code0
Towards Understanding Domain Adapted Sentence Embeddings for Document Retrieval—0
QOG:Question and Options Generation based on Language Model—0
DrVideo: Document Retrieval Based Long Video Understanding—0
DrugWatch: A Comprehensive Multi-Source Data Visualisation Platform for Drug Safety Information—0
ARNet: Self-Supervised FG-SBIR with Unified Sample Feature Alignment and Multi-Scale Token RecyclingCode0
Design and evaluation of AI copilots -- case studies of retail copilot templates—0
Accurate and Fast Pixel Retrieval with Spatial and Uncertainty Aware Hypergraph Diffusion—0
Refiner: Restructure Retrieval Content Efficiently to Advance Question-Answering CapabilitiesCode0
CrAM: Credibility-Aware Attention Modification in LLMs for Combating Misinformation in RAGCode0
Iterative Utility Judgment Framework via LLMs Inspired by Relevance in Philosophy—0
Satyrn: A Platform for Analytics Augmented GenerationCode0
Fine-Tuning or Fine-Failing? Debunking Performance Myths in Large Language Models—0
Prompts as Auto-Optimized Training Hyperparameters: Training Best-in-Class IR Models from Scratch with 10 Gold Labels—0
CItruS: Chunked Instruction-aware State Eviction for Long Sequence ModelingCode0
Evaluating the Efficacy of Open-Source LLMs in Enterprise-Specific RAG Systems: A Comparative Study of Performance and ScalabilityCode0
Unifying Multimodal Retrieval via Document Screenshot Embedding—0
Multi-Layer Ranking with Large Language Models for News Source Recommendation—0
Tracking the perspectives of interacting language models—0
Retrieval-Augmented Feature Generation for Domain-Specific Classification—0
SeRTS: Self-Rewarding Tree Search for Biomedical Retrieval-Augmented Generation—0
Revisiting Cosine Similarity via Normalized ICA-transformed EmbeddingsCode0
Reminding Multimodal Large Language Models of Object-aware Knowledge with Retrieved Tags—0
Curating Stopwords in Marathi: A TF-IDF Approach for Improved Text Analysis and Information Retrieval—0
Adaptive Query Rewriting: Aligning Rewriters through Marginal Probability of Conversational Answers—0
RAEmoLLM: Retrieval Augmented LLMs for Cross-Domain Misinformation Detection Using In-Context Learning based on Emotional InformationCode0
SparseCL: Sparse Contrastive Learning for Contradiction Retrieval—0
TokenRec: Learning to Tokenize ID for LLM-based Generative Recommendation—0
Automating Pharmacovigilance Evidence Generation: Using Large Language Models to Produce Context-Aware SQL—0
Annotation Cost-Efficient Active Learning for Deep Metric Learning Driven Remote Sensing Image Retrieval—0
BiVLC: Extending Vision-Language Compositionality Evaluation with Text-to-Image RetrievalCode0
HIRO: Hierarchical Information Retrieval OptimizationCode0
Datasets for Multilingual Answer Sentence Selection—0
Integrating Large Language Models with Graph-based Reasoning for Conversational Question Answering—0
Retrieval Augmented Fact Verification by Synthesizing Contrastive Arguments—0
ClimRetrieve: A Benchmarking Dataset for Information Retrieval from Corporate Climate DisclosuresCode0
EWEK-QA: Enhanced Web and Efficient Knowledge Graph Retrieval for Citation-based Question Answering Systems—0
AMR-RE: Abstract Meaning Representations for Retrieval-Based In-Context Learning in Relation Extraction—0
Robust Information Retrieval—0
Bioptic B1: A Target-Agnostic Potency-Based Small Molecules Search Engine—0
Hyperdimensional Quantum Factorization—0
Self-supervised Graph Neural Network for Mechanical CAD Retrieval—0
Aligning Vision Models with Human Aesthetics in Retrieval: Benchmarks and Algorithms—0
Multi-Modal Retrieval For Large Language Model Based Speech Recognition—0
Khmer Semantic Search Engine (KSE): Digital Information Access and Document Retrieval—0
Enhancing Knowledge Retrieval with In-Context Learning and Semantic Search through Generative AI—0
Can't Hide Behind the API: Stealing Black-Box Commercial Embedding Models—0
Blowfish: Topological and statistical signatures for quantifying ambiguity in semantic search—0
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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