SOTAVerified

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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 8901–8950 of 9051 papers

TitleStatusHype
Automatic difficulty management and testing in games using a framework based on behavior trees and genetic algorithmsCode0
ROAST: Review-level Opinion Aspect Sentiment Target Joint Detection for ABSACode0
Deep Surrogate Assisted MAP-Elites for Automated Hearthstone DeckbuildingCode0
Success is in the Details: Evaluate and Enhance Details Sensitivity of Code LLMs through CounterfactualsCode0
On Few-Shot Prompting for Controllable Question-Answer Generation in Narrative ComprehensionCode0
On Finding Bi-objective Pareto-optimal Fraud Prevention Rule Sets for Fintech ApplicationsCode0
Type-enhanced Ensemble Triple Representation via Triple-aware Attention for Cross-lingual Entity AlignmentCode0
Automated Filtering of Human Feedback Data for Aligning Text-to-Image Diffusion ModelsCode0
Sudoku-Bench: Evaluating creative reasoning with Sudoku variantsCode0
AutoLoRA: AutoGuidance Meets Low-Rank Adaptation for Diffusion ModelsCode0
Can a Neural Model Guide Fieldwork? A Case Study on Morphological Data CollectionCode0
Token Manipulation Generative Adversarial Network for Text GenerationCode0
CAMERO: Consistency Regularized Ensemble of Perturbed Language Models with Weight SharingCode0
Adaptation of olfactory receptor abundances for efficient codingCode0
Evaluating Neural Language Models as Cognitive Models of Language AcquisitionCode0
Gradient based sample selection for online continual learningCode0
Evaluating Fairness in Argument RetrievalCode0
Robust Few-Shot Ensemble Learning with Focal Diversity-Based PruningCode0
AutoFS: Automated Feature Selection via Diversity-aware Interactive Reinforcement LearningCode0
ABEX: Data Augmentation for Low-Resource NLU via Expanding Abstract DescriptionsCode0
Camera Style Adaptation for Person Re-identificationCode0
Evaluating Diversity in Automatic Poetry GenerationCode0
On Measuring the Diversity of Organizational NetworksCode0
Calibration-Free Driver Drowsiness Classification based on Manifold-Level AugmentationCode0
An Electoral Approach to Diversify LLM-based Multi-Agent Collective Decision-MakingCode0
Deep Reinforcement Learning for Vision-Based Robotic Grasping: A Simulated Comparative Evaluation of Off-Policy MethodsCode0
Robustness and Diversity Seeking Data-Free Knowledge DistillationCode0
QUBE: Enhancing Automatic Heuristic Design via Quality-Uncertainty Balanced EvolutionCode0
An Effective Deployment of Diffusion LM for Data Augmentation in Low-Resource Sentiment ClassificationCode0
Deep Reinforcement Learning for Unsupervised Video Summarization with Diversity-Representativeness RewardCode0
On Popularity Bias of Multimodal-aware Recommender Systems: a Modalities-driven AnalysisCode0
On Practical Diversified Recommendation with Controllable Category Diversity FrameworkCode0
Evaluating Creative Short Story Generation in Humans and Large Language ModelsCode0
Aura: Privacy-preserving Augmentation to Improve Test Set Diversity in Speech EnhancementCode0
On Provable Length and Compositional GeneralizationCode0
On Redundancy and Diversity in Cell-based Neural Architecture SearchCode0
Supervised Uncertainty Quantification for Segmentation with Multiple AnnotationsCode0
Supervision policies can shape long-term risk management in general-purpose AI modelsCode0
SupMMD: A Sentence Importance Model for Extractive Summarization using Maximum Mean DiscrepancyCode0
Evaluating Coherence in Dialogue Systems using EntailmentCode0
RODEO: Robust Outlier Detection via Exposing Adaptive Out-of-Distribution SamplesCode0
Topic-based Evaluation for Conversational BotsCode0
A Unified Theory of Diversity in Ensemble LearningCode0
Evaluating and Improving Graph to Text Generation with Large Language ModelsCode0
UCEpic: Unifying Aspect Planning and Lexical Constraints for Generating Explanations in RecommendationCode0
On the Complementarity between Pre-Training and Random-Initialization for Resource-Rich Machine TranslationCode0
An Axiomatic Analysis of Diversity Evaluation Metrics: Introducing the Rank-Biased Utility MetricCode0
RONA: Pragmatically Diverse Image Captioning with Coherence RelationsCode0
Incorporating Surprisingly Popular Algorithm and Euclidean Distance-based Adaptive Topology into PSOCode0
Surrogate-assisted evolutionary framework with an ensemble of teaching-learning and differential evolution for expensive optimizationCode0
Show:102550
← PrevPage 179 of 182Next →

No leaderboard results yet.