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
USTCCTSU at SemEval-2024 Task 1: Reducing Anisotropy for Cross-lingual Semantic Textual Relatedness Task—0
RevPRAG: Revealing Poisoning Attacks in Retrieval-Augmented Generation through LLM Activation Analysis—0
Deep Plug-and-Play HIO Approach for Phase Retrieval—0
ICLERB: In-Context Learning Embedding and Reranker Benchmark—0
Efficient Learning Content Retrieval with Knowledge Injection—0
UrbanCAD: Towards Highly Controllable and Photorealistic 3D Vehicles for Urban Scene Simulation—0
EFSA: Episodic Few-Shot Adaptation for Text-to-Image Retrieval—0
Habit Coach: Customising RAG-based chatbots to support behavior change—0
SentiXRL: An advanced large language Model Framework for Multilingual Fine-Grained Emotion Classification in Complex Text Environment—0
Automated Literature Review Using NLP Techniques and LLM-Based Retrieval-Augmented Generation—0
Unifying Generative and Dense Retrieval for Sequential Recommendation—0
Overview of TREC 2024 Biomedical Generative Retrieval (BioGen) Track—0
2D Matryoshka Training for Information RetrievalCode0
Learning Visual Hierarchies with Hyperbolic Embeddings—0
FLEX-CLIP: Feature-Level GEneration Network Enhanced CLIP for X-shot Cross-modal Retrieval—0
Scholar Name Disambiguation with Search-enhanced LLM Across Language—0
Agentic AI for Improving Precision in Identifying Contributions to Sustainable Development Goals—0
Dual-task Mutual Reinforcing Embedded Joint Video Paragraph Retrieval and GroundingCode0
SALOVA: Segment-Augmented Long Video Assistant for Targeted Retrieval and Routing in Long-Form Video Analysis—0
TransCompressor: LLM-Powered Multimodal Data Compression for Smart Transportation—0
Learning by Analogy: Enhancing Few-Shot Prompting for Math Word Problem Solving with Computational Graph-Based Retrieval—0
Teaching Smaller Language Models To Generalise To Unseen Compositional Questions (Full Thesis)—0
A Physics-Inspired Deep Learning Framework with Polar Coordinate Attention for Ptychographic ImagingCode0
DreamRunner: Fine-Grained Storytelling Video Generation with Retrieval-Augmented Motion Adaptation—0
RAMIE: Retrieval-Augmented Multi-task Information Extraction with Large Language Models on Dietary Supplements—0
Imagine and Seek: Improving Composed Image Retrieval with an Imagined Proxy—0
ScalingNote: Scaling up Retrievers with Large Language Models for Real-World Dense Retrieval—0
PEnG: Pose-Enhanced Geo-LocalisationCode0
Proceedings of the 6th International Workshop on Reading Music Systems—0
Document Haystacks: Vision-Language Reasoning Over Piles of 1000+ DocumentsCode0
OphCLIP: Hierarchical Retrieval-Augmented Learning for Ophthalmic Surgical Video-Language Pretraining—0
Improving Factuality of 3D Brain MRI Report Generation with Paired Image-domain Retrieval and Text-domain Augmentation—0
Traditional Chinese Medicine Case Analysis System for High-Level Semantic Abstraction: Optimized with Prompt and RAG—0
From MTEB to MTOB: Retrieval-Augmented Classification for Descriptive GrammarsCode0
QEQR: An Exploration of Query Expansion Methods for Question Retrieval in CQA Services—0
Cross-Modal Pre-Aligned Method with Global and Local Information for Remote-Sensing Image and Text Retrieval—0
mR^2AG: Multimodal Retrieval-Reflection-Augmented Generation for Knowledge-Based VQA—0
IRLab@iKAT24: Learned Sparse Retrieval with Multi-aspect LLM Query Generation for Conversational Search—0
A Reproducibility and Generalizability Study of Large Language Models for Query Generation—0
LLaVA-MR: Large Language-and-Vision Assistant for Video Moment RetrievalCode0
LEADRE: Multi-Faceted Knowledge Enhanced LLM Empowered Display Advertisement Recommender System—0
FastRAG: Retrieval Augmented Generation for Semi-structured Data—0
Towards Knowledge Checking in Retrieval-augmented Generation: A Representation Perspective—0
Scaling Laws for Online Advertisement Retrieval—0
DMQR-RAG: Diverse Multi-Query Rewriting for RAG—0
Limitations of Automatic Relevance Assessments with Large Language Models for Fair and Reliable Retrieval Evaluation—0
Retrieval-Augmented Generation for Domain-Specific Question Answering: A Case Study on Pittsburgh and CMU—0
Uni-Mlip: Unified Self-supervision for Medical Vision Language Pre-training—0
Writing Style Matters: An Examination of Bias and Fairness in Information Retrieval Systems—0
A Comparative Study of Text Retrieval Models on DaReCzech—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