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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 4501–4550 of 14297 papers

TitleStatusHype
Proceedings of the 5th International Workshop on Reading Music SystemsCode0
The Music Meta Ontology: a flexible semantic model for the interoperability of music metadata—0
In-Context Exemplars as Clues to Retrieving from Large Associative Memory—0
OVIR-3D: Open-Vocabulary 3D Instance Retrieval Without Training on 3D DataCode1
A Foundation Model for Music InformaticsCode2
CAME: Competitively Learning a Mixture-of-Experts Model for First-stage Retrieval—0
GLEN: Generative Retrieval via Lexical Index LearningCode1
Retrieval-Augmented Code Generation for Universal Information Extraction—0
SugarViT -- Multi-objective Regression of UAV Images with Vision Transformers and Deep Label Distribution Learning Demonstrated on Disease Severity Prediction in Sugar Beet—0
Divide & Conquer for Entailment-aware Multi-hop Evidence Retrieval—0
Temporal Treasure Hunt: Content-based Time Series Retrieval System for Discovering Insights—0
FloodBrain: Flood Disaster Reporting by Web-based Retrieval Augmented Generation with an LLM—0
Automated Camera Calibration via Homography Estimation with GNNs—0
AI-TA: Towards an Intelligent Question-Answer Teaching Assistant using Open-Source LLMsCode0
Decoy Effect in Search Interaction: A Pilot Study—0
A New Fine-grained Alignment Method for Image-text Matching—0
Lost Your Style? Navigating with Semantic-Level Approach for Text-to-Outfit Retrieval—0
Multi-EuP: The Multilingual European Parliament Dataset for Analysis of Bias in Information RetrievalCode0
Plot Retrieval as an Assessment of Abstract Semantic Association—0
Sculpting Holistic 3D Representation in Contrastive Language-Image-3D Pre-trainingCode1
CRUSH4SQL: Collective Retrieval Using Schema Hallucination For Text2SQLCode1
FLAP: Fast Language-Audio Pre-training—0
MetaReVision: Meta-Learning with Retrieval for Visually Grounded Compositional Concept AcquisitionCode0
The Effect of Scaling, Retrieval Augmentation and Form on the Factual Consistency of Language ModelsCode0
Efficient Neural Ranking using Forward Indexes and Lightweight Encoders—0
Expressive TTS Driven by Natural Language Prompts Using Few Human Annotations—0
In-Context Prompt Editing For Conditional Audio Generation—0
On Task-personalized Multimodal Few-shot Learning for Visually-rich Document Entity Retrieval—0
An Empirical Study of Frame Selection for Text-to-Video Retrieval—0
Crosslingual Retrieval Augmented In-context Learning for Bangla—0
Attention Alignment and Flexible Positional Embeddings Improve Transformer Length Extrapolation—0
REBAR: Retrieval-Based Reconstruction for Time-series Contrastive LearningCode1
Enhanced Knowledge Injection for Radiology Report Generation—0
Caseformer: Pre-training for Legal Case Retrieval Based on Inter-Case DistinctionsCode0
DIVKNOWQA: Assessing the Reasoning Ability of LLMs via Open-Domain Question Answering over Knowledge Base and Text—0
Density-based User Representation using Gaussian Process Regression for Multi-interest Personalized Retrieval—0
GAR-meets-RAG Paradigm for Zero-Shot Information Retrieval—0
Object-centric Video Representation for Long-term Action AnticipationCode0
Overview of LiLAS 2020 -- Living Labs for Academic Search—0
ChipNeMo: Domain-Adapted LLMs for Chip Design—0
ACL Anthology Helper: A Tool to Retrieve and Manage Literature from ACL Anthology—0
Zero-Shot Medical Information Retrieval via Knowledge Graph Embedding—0
General-Purpose Retrieval-Enhanced Medical Prediction Model Using Near-Infinite HistoryCode1
Neural Retrievers are Biased Towards LLM-Generated ContentCode1
Generative retrieval-augmented ontologic graph and multi-agent strategies for interpretive large language model-based materials design—0
Integrating Summarization and Retrieval for Enhanced Personalization via Large Language Models—0
LightSAGE: Graph Neural Networks for Large Scale Item Retrieval in Shopee's Advertisement Recommendation—0
MCAD: Multi-teacher Cross-modal Alignment Distillation for efficient image-text retrieval—0
Jina Embeddings 2: 8192-Token General-Purpose Text Embeddings for Long DocumentsCode1
Transport-of-Intensity Model for Single-Mask X-ray Differential Phase Contrast Imaging—0
Show:102550
← PrevPage 91 of 286Next →
All datasetsQuora Question PairsHotpotQANatural QuestionsOK-VQAInfoSeekMVKPolyvorePubMedQAPubMedQA corpus with metadataToolLensคลิปไวรัล!! ไอซ์ ปรีชญา ลืมปิดไลฟ์สดตอนอาบน้ำ ถูกแชร์กระหึ่มเน็ต

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