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 4526–4550 of 14297 papers

TitleStatusHype
Expressive TTS Driven by Natural Language Prompts Using Few Human Annotations—0
In-Context Prompt Editing For Conditional Audio Generation—0
On Task-personalized Multimodal Few-shot Learning for Visually-rich Document Entity Retrieval—0
An Empirical Study of Frame Selection for Text-to-Video Retrieval—0
Crosslingual Retrieval Augmented In-context Learning for Bangla—0
Attention Alignment and Flexible Positional Embeddings Improve Transformer Length Extrapolation—0
REBAR: Retrieval-Based Reconstruction for Time-series Contrastive LearningCode1
Enhanced Knowledge Injection for Radiology Report Generation—0
Caseformer: Pre-training for Legal Case Retrieval Based on Inter-Case DistinctionsCode0
DIVKNOWQA: Assessing the Reasoning Ability of LLMs via Open-Domain Question Answering over Knowledge Base and Text—0
Density-based User Representation using Gaussian Process Regression for Multi-interest Personalized Retrieval—0
GAR-meets-RAG Paradigm for Zero-Shot Information Retrieval—0
Object-centric Video Representation for Long-term Action AnticipationCode0
Overview of LiLAS 2020 -- Living Labs for Academic Search—0
ChipNeMo: Domain-Adapted LLMs for Chip Design—0
ACL Anthology Helper: A Tool to Retrieve and Manage Literature from ACL Anthology—0
Zero-Shot Medical Information Retrieval via Knowledge Graph Embedding—0
General-Purpose Retrieval-Enhanced Medical Prediction Model Using Near-Infinite HistoryCode1
Neural Retrievers are Biased Towards LLM-Generated ContentCode1
Generative retrieval-augmented ontologic graph and multi-agent strategies for interpretive large language model-based materials design—0
Integrating Summarization and Retrieval for Enhanced Personalization via Large Language Models—0
LightSAGE: Graph Neural Networks for Large Scale Item Retrieval in Shopee's Advertisement Recommendation—0
MCAD: Multi-teacher Cross-modal Alignment Distillation for efficient image-text retrieval—0
Jina Embeddings 2: 8192-Token General-Purpose Text Embeddings for Long DocumentsCode1
Transport-of-Intensity Model for Single-Mask X-ray Differential Phase Contrast Imaging—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