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 5301–5350 of 14297 papers

TitleStatusHype
GuP: Fast Subgraph Matching by Guard-based PruningCode1
Self-Enhancement Improves Text-Image Retrieval in Foundation Visual-Language ModelsCode0
Multi-modal Pre-training for Medical Vision-language Understanding and Generation: An Empirical Study with A New BenchmarkCode1
I run as fast as a rabbit, can you? A Multilingual Simile Dialogue DatasetCode0
HyP-NeRF: Learning Improved NeRF Priors using a HyperNetwork—0
Speech-to-Text Adapter and Speech-to-Entity Retriever Augmented LLMs for Speech Understanding—0
Variable Radiance Field for Real-Life Category-Specifc Reconstruction from Single Image—0
Knowledge Detection by Relevant Question and Image Attributes in Visual Question Answering—0
Improving Vietnamese Legal Question--Answering System based on Automatic Data Enrichment—0
RETA-LLM: A Retrieval-Augmented Large Language Model ToolkitCode2
KIT's Multilingual Speech Translation System for IWSLT 2023Code0
NOWJ at COLIEE 2023 -- Multi-Task and Ensemble Approaches in Legal Information Processing—0
SKG: A Versatile Information Retrieval and Analysis Framework for Academic Papers with Semantic Knowledge Graphs—0
Automatic retrieval of corresponding US views in longitudinal examinationsCode0
Unified Embedding Based Personalized Retrieval in Etsy Search—0
SANGEET: A XML based Open Dataset for Research in Hindustani SangeetCode0
Dial-MAE: ConTextual Masked Auto-Encoder for Retrieval-based Dialogue SystemsCode0
Phrase Retrieval for Open-Domain Conversational Question Answering with Conversational Dependency Modeling via Contrastive LearningCode0
When to Read Documents or QA History: On Unified and Selective Open-domain QA—0
Retrosynthesis Prediction with Local Template Retrieval—0
MarineVRS: Marine Video Retrieval System with Explainability via Semantic Understanding—0
Answering Compositional Queries with Set-Theoretic Embeddings—0
An Overview of Challenges in Egocentric Text-Video Retrieval—0
MolFM: A Multimodal Molecular Foundation ModelCode2
Generate-then-Retrieve: Intent-Aware FAQ Retrieval in Product Search—0
An Empirical Analysis of Parameter-Efficient Methods for Debiasing Pre-Trained Language ModelsCode0
Revisiting Neural Retrieval on AcceleratorsCode1
Leveraging Explicit Procedural Instructions for Data-Efficient Action Prediction—0
Natural Language Commanding via Program Synthesis—0
Query Encoder Distillation via Embedding Alignment is a Strong Baseline Method to Boost Dense Retriever Online EfficiencyCode1
Unsupervised Dense Retrieval with Relevance-Aware Contrastive Pre-TrainingCode1
Gen-IR @ SIGIR 2023: The First Workshop on Generative Information Retrieval—0
Background-aware Moment Detection for Video Moment RetrievalCode1
SelfEvolve: A Code Evolution Framework via Large Language Models—0
Benchmarking Middle-Trained Language Models for Neural Search—0
Simultaneous or Sequential Training? How Speech Representations Cooperate in a Multi-Task Self-Supervised Learning System—0
SamToNe: Improving Contrastive Loss for Dual Encoder Retrieval Models with Same Tower Negatives—0
Learning to Relate to Previous Turns in Conversational SearchCode1
PokemonChat: Auditing ChatGPT for Pokémon Universe Knowledge—0
Towards Unified Text-based Person Retrieval: A Large-scale Multi-Attribute and Language Search BenchmarkCode1
A Study of Situational Reasoning for Traffic UnderstandingCode1
RepoBench: Benchmarking Repository-Level Code Auto-Completion SystemsCode1
Retrieval-Enhanced Visual Prompt Learning for Few-shot Classification—0
I^3 Retriever: Incorporating Implicit Interaction in Pre-trained Language Models for Passage RetrievalCode1
Large Language Model Augmented Narrative Driven RecommendationsCode0
SpellMapper: A non-autoregressive neural spellchecker for ASR customization with candidate retrieval based on n-gram mappings—0
Conflicts, Villains, Resolutions: Towards models of Narrative Media FramingCode0
Collaborative Group: Composed Image Retrieval via Consensus Learning from Noisy Annotations—0
Utilizing ChatGPT to Enhance Clinical Trial Enrollment—0
A Comprehensive Survey on Relation Extraction: Recent Advances and New Frontiers—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