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 5751–5800 of 14297 papers

TitleStatusHype
ReMatch: Retrieval Enhanced Schema Matching with LLMsCode0
GPTSee: Enhancing Moment Retrieval and Highlight Detection via Description-Based Similarity Features—0
Fine Tuning vs. Retrieval Augmented Generation for Less Popular KnowledgeCode0
Logic Rules as Explanations for Legal Case RetrievalCode0
Improving Cross-lingual Representation for Semantic Retrieval with Code-switching—0
SyllabusQA: A Course Logistics Question Answering DatasetCode0
Answerability in Retrieval-Augmented Open-Domain Question Answering—0
RAGged Edges: The Double-Edged Sword of Retrieval-Augmented Chatbots—0
Selective Encryption using Segmentation Mask with Chaotic Henon Map for Multidimensional Medical Images—0
DFIN-SQL: Integrating Focused Schema with DIN-SQL for Superior Accuracy in Large-Scale Databases—0
Structure Similarity Preservation Learning for Asymmetric Image RetrievalCode0
LocalRQA: From Generating Data to Locally Training, Testing, and Deploying Retrieval-Augmented QA SystemsCode0
Transcription and translation of videos using fine-tuned XLSR Wav2Vec2 on custom dataset and mBART—0
Crimson: Empowering Strategic Reasoning in Cybersecurity through Large Language Models—0
Hierarchical Indexing for Retrieval-Augmented Opinion SummarizationCode0
Asymmetric Feature Fusion for Image Retrieval—0
Phase retrieval beyond the homogeneous object assumption for X-ray in-line holographic imaging—0
Tri-Modal Motion Retrieval by Learning a Joint Embedding Space—0
Dual Pose-invariant Embeddings: Learning Category and Object-specific Discriminative Representations for Recognition and Retrieval—0
Zero-Shot Topic Classification of Column Headers: Leveraging LLMs for Metadata EnrichmentCode0
Crafting Knowledge: Exploring the Creative Mechanisms of Chat-Based Search Engines—0
Aligning Language Models for Versatile Text-based Item Retrieval—0
A SOUND APPROACH: Using Large Language Models to generate audio descriptions for egocentric text-audio retrieval—0
PlanGPT: Enhancing Urban Planning with Tailored Language Model and Efficient Retrieval—0
A Categorization of Complexity Classes for Information Retrieval and Synthesis Using Natural Logic—0
Unsupervised Cross-Domain Image Retrieval via Prototypical Optimal Transport—0
Approaching Human-Level Forecasting with Language ModelsCode0
COPR -- Efficient, large-scale log storage and retrieval—0
JMLR: Joint Medical LLM and Retrieval Training for Enhancing Reasoning and Professional Question Answering CapabilityCode0
BASES: Large-scale Web Search User Simulation with Large Language Model based Agents—0
Image-Text Matching with Multi-View Attention—0
MATHSENSEI: A Tool-Augmented Large Language Model for Mathematical ReasoningCode0
COCOA: CBT-based Conversational Counseling Agent using Memory Specialized in Cognitive Distortions and Dynamic Prompt—0
Low-light phase retrieval with implicit generative priors—0
Retrieval Augmented Generation Systems: Automatic Dataset Creation, Evaluation and Boolean Agent SetupCode0
PerLTQA: A Personal Long-Term Memory Dataset for Memory Classification, Retrieval, and Synthesis in Question Answering—0
PAQA: Toward ProActive Open-Retrieval Question Answering—0
UniRetriever: Multi-task Candidates Selection for Various Context-Adaptive Conversational Retrieval—0
Multi-Task Contrastive Learning for 8192-Token Bilingual Text Embeddings—0
CorpusBrain++: A Continual Generative Pre-Training Framework for Knowledge-Intensive Language TasksCode0
Pre-training Cross-lingual Open Domain Question Answering with Large-scale Synthetic SupervisionCode0
From RAGs to riches: Using large language models to write documents for clinical trials—0
COMAE: COMprehensive Attribute Exploration for Zero-shot Hashing—0
Impression-CLIP: Contrastive Shape-Impression Embedding for FontsCode0
Unifying Latent and Lexicon Representations for Effective Video-Text Retrieval—0
Read and Think: An Efficient Step-wise Multimodal Language Model for Document Understanding and Reasoning—0
Generative Retrieval with Large Language Models—0
A Fine-tuning Enhanced RAG System with Quantized Influence Measure as AI Judge—0
Gender Biased Legal Case Retrieval System on Users' Decision Process—0
IR2: Information Regularization for Information RetrievalCode0
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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