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Diversity

Diversity in data sampling is crucial across various use cases, including search, recommendation systems, and more. Ensuring diverse samples means capturing a wide range of variations and perspectives, which leads to more robust, unbiased, and comprehensive models. In search use cases, for instance, diversity helps avoid redundancy, ensuring that users are exposed to a broader set of relevant information rather than repeated similar results.

Papers

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Showing 2101–2150 of 9051 papers

TitleStatusHype
IIITK@LT-EDI-EACL2021: Hope Speech Detection for Equality, Diversity, and Inclusion in Tamil , Malayalam and EnglishCode0
IIITT@LT-EDI-EACL2021-Hope Speech Detection: There is always Hope in TransformersCode0
A Corpus for Reasoning About Natural Language Grounded in PhotographsCode0
Overcome Modal Bias in Multi-modal Federated Learning via Balanced Modality SelectionCode0
Im2Pencil: Controllable Pencil Illustration from PhotographsCode0
A Quality-based Syntactic Template Retriever for Syntactically-controlled Paraphrase GenerationCode0
IDEA: Increasing Text Diversity via Online Multi-Label Recognition for Vision-Language Pre-trainingCode0
Hyperspectral Benchmark: Bridging the Gap between HSI Applications through Comprehensive Dataset and PretrainingCode0
Hyperparameter Ensembles for Robustness and Uncertainty QuantificationCode0
HyperTuner: A Cross-Layer Multi-Objective Hyperparameter Auto-Tuning Framework for Data Analytic ServicesCode0
IDIAP Submission@LT-EDI-ACL2022: Homophobia/Transphobia Detection in social media commentsCode0
Class Incremental Learning with Multi-Teacher DistillationCode0
HyperMAN: Hypergraph-enhanced Meta-learning Adaptive Network for Next POI RecommendationCode0
Hyperparameter Auto-tuning in Self-Supervised Robotic LearningCode0
IDIAP Submission@LT-EDI-ACL2022 : Hope Speech Detection for Equality, Diversity and InclusionCode0
Hybrid Disagreement-Diversity Active Learning for Bioacoustic Sound Event DetectionCode0
HybridCR: Weakly-Supervised 3D Point Cloud Semantic Segmentation via Hybrid Contrastive RegularizationCode0
HybridFC: A Hybrid Fact-Checking Approach for Knowledge GraphsCode0
Hybrid Representation-Enhanced Sampling for Bayesian Active Learning in Musculoskeletal Segmentation of Lower ExtremitiesCode0
Hydra: Preserving Ensemble Diversity for Model DistillationCode0
IDIAP_TIET@LT-EDI-ACL2022 : Hope Speech Detection in Social Media using Contextualized BERT with Attention MechanismCode0
Improving the Data Efficiency of Multi-Objective Quality-Diversity through Gradient Assistance and Crowding ExplorationCode0
JWSign: A Highly Multilingual Corpus of Bible Translations for more Diversity in Sign Language ProcessingCode0
Optimization Variance: Exploring Generalization Properties of DNNsCode0
How Inclusively do LMs Perceive Social and Moral Norms?Code0
How Far Can We Extract Diverse Perspectives from Large Language Models?Code0
How Good Are Synthetic Requirements ? Evaluating LLM-Generated Datasets for AI4RECode0
Towards control of opinion diversity by introducing zealots into a polarised social groupCode0
A Contextual Bandit Bake-offCode0
How Does A Text Preprocessing Pipeline Affect Ontology Syntactic Matching?Code0
How Predictable Are Large Language Model Capabilities? A Case Study on BIG-benchCode0
CircleGAN: Generative Adversarial Learning across Spherical CirclesCode0
CIGMO: Categorical invariant representations in a deep generative frameworkCode0
HiTR: Hierarchical Topic Model Re-estimation for Measuring Topical Diversity of DocumentsCode0
CIC-BART-SSA: Controllable Image Captioning with Structured Semantic AugmentationCode0
Low-Cost Self-Ensembles Based on Multi-Branch Transformation and Grouped ConvolutionCode0
Higher-Order Message Passing for Glycan Representation LearningCode0
How to partition diversityCode0
Hierarchical Pruning of Deep Ensembles with Focal DiversityCode0
Hierarchical Reinforcement Learning via Advantage-Weighted Information MaximizationCode0
Hierarchically Organized Latent Modules for Exploratory Search in Morphogenetic SystemsCode0
Hierarchical Federated Learning in Multi-hop Cluster-Based VANETsCode0
Harnessing Hierarchical Label Distribution Variations in Test Agnostic Long-tail RecognitionCode0
Harnessing Distribution Ratio Estimators for Learning Agents with Quality and DiversityCode0
Heterogeneous Random ForestCode0
Guylingo: The Republic of Guyana Creole CorporaCode0
ChemSafetyBench: Benchmarking LLM Safety on Chemistry DomainCode0
GumbelSoft: Diversified Language Model Watermarking via the GumbelMax-trickCode0
Harmony in Diversity: Merging Neural Networks with Canonical Correlation AnalysisCode0
ChemGAN challenge for drug discovery: can AI reproduce natural chemical diversity?Code0
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