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

Showing 37513800 of 14297 papers

TitleStatusHype
Keyword Spotting Simplified: A Segmentation-Free Approach using Character Counting and CTC re-scoringCode0
Knowledgeable-r1: Policy Optimization for Knowledge Exploration in Retrieval-Augmented GenerationCode0
Controllable Semantic Parsing via Retrieval AugmentationCode0
Controllable Gradient Item RetrievalCode0
Key-Value Retrieval Networks for Task-Oriented DialogueCode0
Pipelines for Procedural Information Extraction from Scientific Literature: Towards Recipes using Machine Learning and Data ScienceCode0
ATM: Adversarial Tuning Multi-agent System Makes a Robust Retrieval-Augmented GeneratorCode0
KEPR: Knowledge Enhancement and Plausibility Ranking for Generative Commonsense Question AnsweringCode0
KazQAD: Kazakh Open-Domain Question Answering DatasetCode0
2D Matryoshka Training for Information RetrievalCode0
KATE: K-Competitive Autoencoder for TextCode0
PlaNet - Photo Geolocation with Convolutional Neural NetworksCode0
KAP: MLLM-assisted OCR Text Enhancement for Hybrid Retrieval in Chinese Non-Narrative DocumentsCode0
K-COMP: Retrieval-Augmented Medical Domain Question Answering With Knowledge-Injected CompressorCode0
Contrastive Representation Learning for Conversational Question Answering over Knowledge GraphsCode0
Reducing Predictive Feature Suppression in Resource-Constrained Contrastive Image-Caption RetrievalCode0
Keyword-driven Retrieval-Augmented Large Language Models for Cold-start User RecommendationsCode0
Knowledge and Aptitude Augmented Generation: Adaptive Multi-Turn Interaction in LLM SystemsCode0
Joint Searching and Grounding: Multi-Granularity Video Content RetrievalCode0
Joint Multisided Exposure Fairness for RecommendationCode0
JointRank: Rank Large Set with Single PassCode0
JTAV: Jointly Learning Social Media Content Representation by Fusing Textual, Acoustic, and Visual FeaturesCode0
Joint Learning of Sentence Embeddings for Relevance and EntailmentCode0
Judgement Citation Retrieval using Contextual SimilarityCode0
JNLP Team: Deep Learning for Legal Processing in COLIEE 2020Code0
Joint Embedding of 3D Scan and CAD ObjectsCode0
Contrastive learning for natural language-based vehicle retrievalCode0
JIR-Arena: The First Benchmark Dataset for Just-in-time Information RecommendationCode0
JMLR: Joint Medical LLM and Retrieval Training for Enhancing Reasoning and Professional Question Answering CapabilityCode0
A template-independent approach for information extraction in real estate documentsCode0
JCSE: Contrastive Learning of Japanese Sentence Embeddings and Its ApplicationsCode0
JAZZVAR: A Dataset of Variations found within Solo Piano Performances of Jazz Standards for Music OverpaintingCode0
JustiLM: Few-shot Justification Generation for Explainable Fact-Checking of Real-world ClaimsCode0
It Takes Two to Tango: Combining Visual and Textual Information for Detecting Duplicate Video-Based Bug ReportsCode0
Iterative NLP Query Refinement for Enhancing Domain-Specific Information Retrieval: A Case Study in Career ServicesCode0
PP-ShiTu: A Practical Lightweight Image Recognition SystemCode0
Item Tagging for Information Retrieval: A Tripartite Graph Neural Network based ApproachCode0
ConTra: (Con)text (Tra)nsformer for Cross-Modal Video RetrievalCode0
Predicting Knowledge Gain for MOOC Video ConsumptionCode0
Predicting Music Relistening Behavior Using the ACT-R FrameworkCode0
A Tale of Two Perplexities: Sensitivity of Neural Language Models to Lexical Retrieval Deficits in Dementia of the Alzheimer's TypeCode0
Iterative Manifold Embedding Layer Learned by Incomplete Data for Large-scale Image RetrievalCode0
Is Multimodal Vision Supervision Beneficial to Language?Code0
ALoFTRAG: Automatic Local Fine Tuning for Retrieval Augmented GenerationCode0
A Tale of Trust and Accuracy: Base vs. Instruct LLMs in RAG SystemsCode0
Deep Learning-based Patient Re-identification Is able to Exploit the Biometric Nature of Medical Chest X-ray DataCode0
Bidirectional End-to-End Learning of Retriever-Reader Paradigm for Entity LinkingCode0
Is Non-IID Data a Threat in Federated Online Learning to Rank?Code0
A Tale of HodgeRank and Spectral Method: Target Attack Against Rank Aggregation Is the Fixed Point of Adversarial GameCode0
Continual Learning of Long Topic Sequences in Neural Information RetrievalCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53Unverified
2ElasticsearchQueries per second21.8Unverified
3BM25-PTQueries per second6.49Unverified
4Rank-BM25Queries per second1.18Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88Unverified
2ElasticsearchQueries per second7.11Unverified
3Rank-BM25Queries per second0.04Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85Unverified
2ElasticsearchQueries per second12.16Unverified
3Rank-BM25Queries per second0.1Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32Unverified
2RA-VQARecall@582.84Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222Unverified