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 3951–4000 of 14297 papers

TitleStatusHype
ProtIR: Iterative Refinement between Retrievers and Predictors for Protein Function Annotation—0
SpeechCLIP+: Self-supervised multi-task representation learning for speech via CLIP and speech-image dataCode0
Verif.ai: Towards an Open-Source Scientific Generative Question-Answering System with Referenced and Verifiable AnswersCode2
Task Supportive and Personalized Human-Large Language Model Interaction: A User Study—0
Large Language Models for Captioning and Retrieving Remote Sensing Images—0
ExaRanker-Open: Synthetic Explanation for IR using Open-Source LLMsCode1
Maia: A Real-time Non-Verbal Chat for Human-AI Interaction—0
GS-CLIP: Gaussian Splatting for Contrastive Language-Image-3D Pretraining from Real-World Data—0
Bryndza at ClimateActivism 2024: Stance, Target and Hate Event Detection via Retrieval-Augmented GPT-4 and LLaMACode4
Large Language Model Augmented Exercise Retrieval for Personalized Language Learning—0
3D-2D Neural Nets for Phase Retrieval in Noisy Interferometric Imaging—0
Learning Fair Ranking Policies via Differentiable Optimization of Ordered Weighted Averages—0
Navigating the Knowledge Sea: Planet-scale answer retrieval using LLMs—0
BEBLID: Boosted efficient binary local image descriptorCode2
Multimodal Query Suggestion with Multi-Agent Reinforcement Learning from Human Feedback—0
Incorporating Retrieval-based Causal Learning with Information Bottlenecks for Interpretable Graph Neural Networks—0
Tactile-based Object Retrieval From Granular Media—0
On Computational Limits of Modern Hopfield Models: A Fine-Grained Complexity Analysis—0
NORMY: Non-Uniform History Modeling for Open Retrieval Conversational Question AnsweringCode0
Enhancing Retrieval Processes for Language Generation with Augmented Queries—0
The beltway problem over orthogonal groups—0
Democratizing Large Language Models via Personalized Parameter-Efficient Fine-tuningCode1
Multimodal Unsupervised Domain Generalization by Retrieving Across the Modality GapCode0
Retrieval Augmented Cross-Modal Tag Recommendation in Software Q&A Sites—0
DFA-RAG: Conversational Semantic Router for Large Language Model with Definite Finite Automaton—0
Building Retrieval Systems for the ClueWeb22-B Corpus—0
Retrieve to Explain: Evidence-driven Predictions with Language ModelsCode0
RAP: Retrieval-Augmented Planning with Contextual Memory for Multimodal LLM Agents—0
Can Mamba Learn How to Learn? A Comparative Study on In-Context Learning TasksCode3
Financial Report Chunking for Effective Retrieval Augmented GenerationCode0
Enhancing textual textbook question answering with large language models and retrieval augmented generationCode0
MQuinE: a cure for "Z-paradox" in knowledge graph embedding models—0
Retrieval-Augmented Score Distillation for Text-to-3D GenerationCode2
Domain Adaptation of Multilingual Semantic Search - Literature Review—0
Exploring Federated Self-Supervised Learning for General Purpose Audio Understanding—0
Multi-Lingual Malaysian Embedding: Leveraging Large Language Models for Semantic Representations—0
BGE M3-Embedding: Multi-Lingual, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge DistillationCode1
List-aware Reranking-Truncation Joint Model for Search and Retrieval-augmented GenerationCode0
C-RAG: Certified Generation Risks for Retrieval-Augmented Language ModelsCode1
Comparing Knowledge Sources for Open-Domain Scientific Claim Verification—0
Improving Assessment of Tutoring Practices using Retrieval-Augmented Generation—0
Video Editing for Video Retrieval—0
Region-Based Representations RevisitedCode1
eXplainable Bayesian Multi-Perspective Generative Retrieval—0
Locally-Adaptive Quantization for Streaming Vector Search—0
Déjà Vu Memorization in Vision-Language Models—0
Enhancing Complex Question Answering over Knowledge Graphs through Evidence Pattern RetrievalCode1
Zero-shot sketch-based remote sensing image retrieval based on multi-level and attention-guided tokenizationCode0
Audio Flamingo: A Novel Audio Language Model with Few-Shot Learning and Dialogue AbilitiesCode5
Retrieval Augmented End-to-End Spoken Dialog 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