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 3701–3750 of 14297 papers

TitleStatusHype
Can this Model Also Recognize Dogs? Zero-Shot Model Search from Weights—0
Systematic Knowledge Injection into Large Language Models via Diverse Augmentation for Domain-Specific RAGCode0
QA-Expand: Multi-Question Answer Generation for Enhanced Query Expansion in Information Retrieval—0
Examining Multilingual Embedding Models Cross-Lingually Through LLM-Generated Adversarial Examples—0
Moment of Untruth: Dealing with Negative Queries in Video Moment RetrievalCode0
ParetoRAG: Leveraging Sentence-Context Attention for Robust and Efficient Retrieval-Augmented Generation—0
Explanation based In-Context Demonstrations Retrieval for Multilingual Grammatical Error CorrectionCode0
MLLM4PUE: Toward Universal Embeddings in Computational Pathology through Multimodal LLMs—0
PDV: Prompt Directional Vectors for Zero-shot Composed Image Retrieval—0
ReTreever: Tree-based Coarse-to-Fine Representations for Retrieval—0
O1 Embedder: Let Retrievers Think Before Action—0
DOGR: Leveraging Document-Oriented Contrastive Learning in Generative Retrieval—0
TRAVEL: Training-Free Retrieval and Alignment for Vision-and-Language Navigation—0
Mask-Enhanced Autoregressive Prediction: Pay Less Attention to Learn MoreCode0
Fast and Accurate Antibody Sequence Design via Structure Retrieval—0
Generative Ghost: Investigating Ranking Bias Hidden in AI-Generated Videos—0
Optimizing Knowledge Integration in Retrieval-Augmented Generation with Self-Selection—0
Scaling Multi-Document Event Summarization: Evaluating Compression vs. Full-Text ApproachesCode0
CliniQ: A Multi-faceted Benchmark for Electronic Health Record Retrieval with Semantic Match Assessment—0
Repository-level Code Search with Neural Retrieval MethodsCode0
Towards Copyright Protection for Knowledge Bases of Retrieval-augmented Language Models via Reasoning—0
C-3PO: Compact Plug-and-Play Proxy Optimization to Achieve Human-like Retrieval-Augmented Generation—0
Enhancing Financial Time-Series Forecasting with Retrieval-Augmented Large Language Models—0
FlashCheck: Exploration of Efficient Evidence Retrieval for Fast Fact-Checking—0
Uni-Retrieval: A Multi-Style Retrieval Framework for STEM's Education—0
On Memory Construction and Retrieval for Personalized Conversational Agents—0
Enhancing Health Information Retrieval with RAG by Prioritizing Topical Relevance and Factual Accuracy—0
In-context denoising with one-layer transformers: connections between attention and associative memory retrieval—0
On the Difficulty of Constructing a Robust and Publicly-Detectable Watermark—0
Cross-Encoder Rediscovers a Semantic Variant of BM25—0
Efficient Knowledge Feeding to Language Models: A Novel Integrated Encoder-Decoder Architecture—0
Agentic Reasoning: Reasoning LLMs with Tools for the Deep ResearchCode0
RAG-Verus: Repository-Level Program Verification with LLMs using Retrieval Augmented Generation—0
Hypencoder: Hypernetworks for Information Retrieval—0
A Classification System Approach in Predicting Chinese Censorship—0
Enhancing Online Learning Efficiency Through Heterogeneous Resource Integration with a Multi-Agent RAG System—0
Counterfactual Query Rewriting to Use Historical Relevance FeedbackCode0
LLM Alignment as Retriever Optimization: An Information Retrieval Perspective—0
Éclair -- Extracting Content and Layout with Integrated Reading Order for Documents—0
Large Language Model as Universal Retriever in Industrial-Scale Recommender System—0
Expertized Caption Auto-Enhancement for Video-Text RetrievalCode0
MARAGE: Transferable Multi-Model Adversarial Attack for Retrieval-Augmented Generation Data Extraction—0
Control Search Rankings, Control the World: What is a Good Search Engine?—0
Scalable In-Context Learning on Tabular Data via Retrieval-Augmented Large Language Models—0
Human-Aligned Image Models Improve Visual Decoding from the Brain—0
Circuit Diagram Retrieval Based on Hierarchical Circuit Graph Representation—0
Scientometric Analysis of the German IR Community within TREC & CLEF—0
Cache-Craft: Managing Chunk-Caches for Efficient Retrieval-Augmented Generation—0
Conversation AI Dialog for Medicare powered by Finetuning and Retrieval Augmented Generation—0
Personalization Toolkit: Training Free Personalization of Large Vision Language Models—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