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 7401–7450 of 14297 papers

TitleStatusHype
Learning Graph Edit Distance by Graph Neural Networks—0
Learning Hard Retrieval Decoder Attention for Transformers—0
Adaptive Margin Diversity Regularizer for handling Data Imbalance in Zero-Shot SBIR—0
Learning Hash Function through Codewords—0
Learning Health-Bots from Training Data that was Automatically Created using Paraphrase Detection and Expert Knowledge—0
Learning Hierarchical Discrete Linguistic Units from Visually-Grounded Speech—0
A Case Study on the Impact of Similarity Measure on Information Retrieval based Software Engineering Tasks—0
Learning High-level Image Representation for Image Retrieval via Multi-Task DNN using Clickthrough Data—0
Learning Illumination Patterns for Coded Diffraction Phase Retrieval—0
Learning Image Information for eCommerce Queries—0
How Vital is the Jurisprudential Relevance: Law Article Intervened Legal Case Retrieval and Matching—0
How User Language Affects Conflict Fatality Estimates in ChatGPT—0
CoVLR: Coordinating Cross-Modal Consistency and Intra-Modal Structure for Vision-Language Retrieval—0
How to Train Your DRAGON: Diverse Augmentation Towards Generalizable Dense Retrieval—0
COVIDLies: Detecting COVID-19 Misinformation on Social Media—0
Learning Joint Embedding with Modality Alignments for Cross-Modal Retrieval of Recipes and Food Images—0
Enhancing Retrieval-Augmented Audio Captioning with Generation-Assisted Multimodal Querying and Progressive Learning—0
How to Train Triplet Networks with 100K Identities?—0
How to Search the Internet Archive Without Indexing It—0
Learning Joint Visual Semantic Matching Embeddings for Language-guided Retrieval—0
COVID-19 Literature Mining and Retrieval using Text Mining Approaches—0
How to Retrieve Examples in In-context Learning to Improve Conversational Emotion Recognition using Large Language Models?—0
How to Read Paintings: Semantic Art Understanding with Multi-Modal Retrieval—0
COVID-19 Knowledge Graph: Accelerating Information Retrieval and Discovery for Scientific Literature—0
Learning Locally-Adaptive Decision Functions for Person Verification—0
Learning Low Dimensional Convolutional Neural Networks for High-Resolution Remote Sensing Image Retrieval—0
Learning Matching Models with Weak Supervision for Response Selection in Retrieval-based Chatbots—0
Learning Material-Aware Local Descriptors for 3D Shapes—0
Audio Captioning using Pre-Trained Large-Scale Language Model Guided by Audio-based Similar Caption Retrieval—0
How to Make Cross Encoder a Good Teacher for Efficient Image-Text Retrieval?—0
How to Handle Sketch-Abstraction in Sketch-Based Image Retrieval?—0
Covariance Descriptors for 3D Shape Matching and Retrieval—0
Learning More From Less: Towards Strengthening Weak Supervision for Ad-Hoc Retrieval—0
Learning Multifunctional Binary Codes for Both Category and Attribute Oriented Retrieval Tasks—0
How to do lexical quality estimation of a large OCRed historical Finnish newspaper collection with scarce resources—0
Learning Multi-Modal Nonlinear Embeddings: Performance Bounds and an Algorithm—0
Coupling Symbolic Reasoning with Language Modeling for Efficient Longitudinal Understanding of Unstructured Electronic Medical Records—0
How to Build Robust FAQ Chatbot with Controllable Question Generator?—0
How to Build an AI Tutor That Can Adapt to Any Course Using Knowledge Graph-Enhanced Retrieval-Augmented Generation (KG-RAG)—0
Coupling Retrieval and Meta-Learning for Context-Dependent Semantic Parsing—0
Audiobox TTA-RAG: Improving Zero-Shot and Few-Shot Text-To-Audio with Retrieval-Augmented Generation—0
Learning Non-Metric Visual Similarity for Image Retrieval—0
A Model-Agnostic Framework for Recommendation via Interest-aware Item Embeddings—0
How the Advent of Ubiquitous Large Language Models both Stymie and Turbocharge Dynamic Adversarial Question Generation—0
Learning of Precise Spike Times with Membrane Potential Dependent Synaptic Plasticity—0
Learning Open Domain Multi-hop Search Using Reinforcement Learning—0
Coupled Neural Associative Memories—0
How Robust are Fact Checking Systems on Colloquial Claims?—0
Learning Parametric Distributions for Image Super-Resolution: Where Patch Matching Meets Sparse Coding—0
Coupled intrinsic and extrinsic human language resource-based query expansion—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