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 5451–5500 of 14297 papers

TitleStatusHype
Question Suggestion for Conversational Shopping Assistants Using Product Metadata—0
GAIA: A General AI Assistant for Intelligent Accelerator Operations—0
Generative Relevance Feedback and Convergence of Adaptive Re-Ranking: University of Glasgow Terrier Team at TREC DL 2023Code0
PLAID SHIRTTT for Large-Scale Streaming Dense Retrieval—0
University management system project.—0
Spherical Linear Interpolation and Text-Anchoring for Zero-shot Composed Image Retrieval—0
Distance Sampling-based Paraphraser Leveraging ChatGPT for Text Data Manipulation—0
CookingSense: A Culinary Knowledgebase with Multidisciplinary Assertions—0
Fine-Tuning and Retrieval Augmented Generation for Question Answering Using Affordable Large Language ModelsCode0
In-Context Learning with Long-Context Models: An In-Depth Exploration—0
Towards a Search Engine for Machines: Unified Ranking for Multiple Retrieval-Augmented Large Language ModelsCode0
Almanac Copilot: Towards Autonomous Electronic Health Record Navigation—0
Align-Free Multi-Plane Phase Retrieval—0
Sõnajaht: Definition Embeddings and Semantic Search for Reverse Dictionary CreationCode0
Large Language Model Informed Patent Image Retrieval—0
GRAMMAR: Grounded and Modular Methodology for Assessment of Closed-Domain Retrieval-Augmented Language ModelCode0
Extending Llama-3's Context Ten-Fold Overnight—0
When to Retrieve: Teaching LLMs to Utilize Information Retrieval EffectivelyCode0
ir_explain: a Python Library of Explainable IR MethodsCode0
Computational Job Market Analysis with Natural Language ProcessingCode0
SpherE: Expressive and Interpretable Knowledge Graph Embedding for Set RetrievalCode0
Enhancing Interactive Image Retrieval With Query Rewriting Using Large Language Models and Vision Language Models—0
Efficiency-Effectiveness Tradeoff of Probabilistic Structured Queries for Cross-Language Information RetrievalCode0
Dual-Modal Prompting for Sketch-Based Image Retrieval—0
Semi-supervised Text-based Person Search—0
Tabular Embedding Model (TEM): Finetuning Embedding Models For Tabular RAG Applications—0
Garbage Segmentation and Attribute Analysis by Robotic Dogs—0
Utilizing Large Language Models for Information Extraction from Real Estate Transactions—0
Recall, Retrieve and Reason: Towards Better In-Context Relation Extraction—0
UMass-BioNLP at MEDIQA-M3G 2024: DermPrompt -- A Systematic Exploration of Prompt Engineering with GPT-4V for Dermatological DiagnosisCode0
Two-stage Risk Control with Application to Ranked RetrievalCode0
Tool Calling: Enhancing Medication Consultation via Retrieval-Augmented Large Language Models—0
T-CLAP: Temporal-Enhanced Contrastive Language-Audio Pretraining—0
SAGHOG: Self-Supervised Autoencoder for Generating HOG Features for Writer RetrievalCode0
Retrieval-Augmented Generation with Knowledge Graphs for Customer Service Question Answering—0
Reinforcement Retrieval Leveraging Fine-grained Feedback for Fact Checking News Claims with Black-Box LLMCode0
Exploring the Distinctiveness and Fidelity of the Descriptions Generated by Large Vision-Language Models—0
Learning text-to-video retrieval from image captioning—0
3SHNet: Boosting Image-Sentence Retrieval via Visual Semantic-Spatial Self-HighlightingCode0
ExcluIR: Exclusionary Neural Information RetrievalCode0
Human-Imperceptible Retrieval Poisoning Attacks in LLM-Powered Applications—0
Revisiting Relevance Feedback for CLIP-based Interactive Image Retrieval—0
Understanding Privacy Risks of Embeddings Induced by Large Language Models—0
CriSp: Leveraging Tread Depth Maps for Enhanced Crime-Scene Shoeprint MatchingCode0
FedStyle: Style-Based Federated Learning Crowdsourcing Framework for Art CommissionsCode0
SetCSE: Set Operations using Contrastive Learning of Sentence Embeddings—0
Domain-Specific Improvement on Psychotherapy Chatbot Using Assistant—0
KS-LLM: Knowledge Selection of Large Language Models with Evidence Document for Question Answering—0
Retrieval and Distill: A Temporal Data Shift-Free Paradigm for Online Recommendation System—0
Hi-Gen: Generative Retrieval For Large-Scale Personalized E-commerce Search—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