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 1230112350 of 14297 papers

TitleStatusHype
Fine-Tuning and Retrieval Augmented Generation for Question Answering Using Affordable Large Language ModelsCode0
MultiContrievers: Analysis of Dense Retrieval RepresentationsCode0
Efficiency-Effectiveness Tradeoff of Probabilistic Structured Queries for Cross-Language Information RetrievalCode0
Alignment Analysis of Sequential Segmentation of Lexicons to Improve Automatic Cognate DetectionCode0
Benchmarking Vision-Language Contrastive Methods for Medical Representation LearningCode0
Dual-Encoders for Extreme Multi-Label ClassificationCode0
NeighborRetr: Balancing Hub Centrality in Cross-Modal RetrievalCode0
Aligning Multilingual Word Embeddings for Cross-Modal Retrieval TaskCode0
Investigating Societal Biases in a Poetry Composition SystemCode0
Investigating Task Arithmetic for Zero-Shot Information RetrievalCode0
Software Model Evolution with Large Language Models: Experiments on Simulated, Public, and Industrial DatasetsCode0
Investigating the Effects of Sparse Attention on Cross-EncodersCode0
Fine Tuning vs. Retrieval Augmented Generation for Less Popular KnowledgeCode0
Aligning Hyperbolic Representations: an Optimal Transport-based approachCode0
Controllable Semantic Parsing via Retrieval AugmentationCode0
ABD-Net: Attentive but Diverse Person Re-IdentificationCode0
An unsupervised and customizable misspelling generator for mining noisy health-related text sourcesCode0
Controllable Gradient Item RetrievalCode0
FinTral: A Family of GPT-4 Level Multimodal Financial Large Language ModelsCode0
Effectively Leveraging Attributes for Visual SimilarityCode0
FIRE: Food Image to REcipe generationCode0
Contrastive Representation Learning for Conversational Question Answering over Knowledge GraphsCode0
Multi-EuP: The Multilingual European Parliament Dataset for Analysis of Bias in Information RetrievalCode0
A Lightweight Constrained Generation Alternative for Query-focused SummarizationCode0
InvGC: Robust Cross-Modal Retrieval by Inverse Graph ConvolutionCode0
MergeDTS: A Method for Effective Large-Scale Online Ranker EvaluationCode0
FitCLIP: Refining Large-Scale Pretrained Image-Text Models for Zero-Shot Video Understanding TasksCode0
ANTIQUE: A Non-Factoid Question Answering BenchmarkCode0
FIVR: Fine-grained Incident Video RetrievalCode0
Benchmarking Multimodal RAG through a Chart-based Document Question-Answering Generation FrameworkCode0
FixMyPose: Pose Correctional Captioning and RetrievalCode0
iQPP: A Benchmark for Image Query Performance PredictionCode0
Effective Distributed Representations for Academic Expert SearchCode0
IR2: Information Regularization for Information RetrievalCode0
A bagging SVM to learn from positive and unlabeled examplesCode0
NeoQA: Evidence-based Question Answering with Generated News EventsCode0
NevIR: Negation in Neural Information RetrievalCode0
Contrastive learning for natural language-based vehicle retrievalCode0
A Continuous-Time Mirror Descent Approach to Sparse Phase RetrievalCode0
Effective Controllable Bias Mitigation for Classification and Retrieval using Gate AdaptersCode0
FLEURS: Few-shot Learning Evaluation of Universal Representations of SpeechCode0
ir_explain: a Python Library of Explainable IR MethodsCode0
IRGAN: A Minimax Game for Unifying Generative and Discriminative Information Retrieval ModelsCode0
Effective and Efficient Indexing in Cross-Modal Hashing-Based DatasetsCode0
Editable User Profiles for Controllable Text RecommendationCode0
edge2vec: Representation learning using edge semantics for biomedical knowledge discoveryCode0
ConTra: (Con)text (Tra)nsformer for Cross-Modal Video RetrievalCode0
EDeR: A Dataset for Exploring Dependency Relations Between EventsCode0
MeshNet: Mesh Neural Network for 3D Shape RepresentationCode0
Multi-Tenant Optimization For Few-Shot Task-Oriented FAQ 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