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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 6751–6800 of 9051 papers

TitleStatusHype
Findings of the WMT 2020 Shared Task on Machine Translation Robustness—0
Development of Multi-level Linguistic Alignment in Child-adult Conversations—0
KLPT – Kurdish Language Processing ToolkitCode1
DivGAN: Towards Diverse Paraphrase Generation via Diversified Generative Adversarial Network—0
The Amazing World of Neural Language Generation—0
Factorized Transformer for Multi-Domain Neural Machine Translation—0
Diverse and Relevant Visual Storytelling with Scene Graph Embeddings—0
A Multi-Persona Chatbot for Hotline Counselor Training—0
Diversify Question Generation with Continuous Content Selectors and Question Type Modeling—0
Make Templates Smarter: A Template Based Data2Text System Powered by Text Stitch Model—0
LiMiT: The Literal Motion in Text DatasetCode0
F\^2-Softmax: Diversifying Neural Text Generation via Frequency Factorized Softmax—0
Iterative Feature Mining for Constraint-Based Data Collection to Increase Data Diversity and Model Robustness—0
Event Detection: Gate Diversity and Syntactic Importance Scores for Graph Convolution Neural Networks—0
How to Make Neural Natural Language Generation as Reliable as Templates in Task-Oriented Dialogue—0
Do ``Undocumented Workers'' == ``Illegal Aliens''? Differentiating Denotation and Connotation in Vector Spaces—0
Fault Detection for Covered Conductors With High-Frequency Voltage Signals: From Local Patterns to Global Features—0
SMRT Chatbots: Improving Non-Task-Oriented Dialog with Simulated Multiple Reference Training—0
Non-Orthogonal Multiple Access (NOMA) With Multiple Intelligent Reflecting Surfaces—0
Wireless Power Transfer with Distributed Antennas: System Design, Prototype, and Experiments—0
EUKulele: Taxonomic annotation of the unsung eukaryotic microbes—0
Conversation Graph: Data Augmentation, Training and Evaluation for Non-Deterministic Dialogue ManagementCode0
One In A Hundred: Select The Best Predicted Sequence from Numerous Candidates for Streaming Speech Recognition—0
Reducing the Mutual Outage Probability of Cooperative Non-Orthogonal Multiple Access—0
Exploiting Angular Multiplexing for Polarization-diversity in Off-axis Digital Holography—0
Design Diversity for Improving Efficiency and Reducing Risk in Oil and Gas Well Stimulation under Uncertain Reservoir Conditions—0
Assessing Viewpoint Diversity in Search Results Using Ranking Fairness Metrics—0
Event Detection: Gate Diversity and Syntactic Importance Scoresfor Graph Convolution Neural Networks—0
One Solution is Not All You Need: Few-Shot Extrapolation via Structured MaxEnt RLCode1
Advancing Non-Contact Vital Sign Measurement using Synthetic Avatars—0
Out-of-distribution detection for regression tasks: parameter versus predictor entropy—0
Compressed Sensing with Approximate Priors via Conditional Resampling—0
Performance Analysis of Intelligent Reflective Surface Aided Wireless Communications—0
Towards Robust Neural Networks via Orthogonal DiversityCode0
Computing Diverse Sets of Solutions for Monotone Submodular Optimisation Problems—0
Evolutionary Diversity Optimization and the Minimum Spanning Tree Problem—0
Improving Generalization in Reinforcement Learning with Mixture RegularizationCode1
Diversity in immunogenomics: the value and the challenge—0
Explorable Tone Mapping Operators—0
Promoting High Diversity Ensemble Learning with EnsembleBenchCode1
A study of quality and diversity in K+1 GANs—0
Understanding Unnatural Questions Improves Reasoning over Text—0
Fractal Autoencoders for Feature SelectionCode1
Synthesizing the Unseen for Zero-shot Object DetectionCode1
Neural-Driven Multi-criteria Tree Search for Paraphrase Generation—0
PLS for V2I Communications Using Friendly Jammer and Double kappa-mu Shadowed FadingCode0
Aggregating Dependent Gaussian Experts in Local Approximation—0
Ensemble Kalman Variational Objectives: Nonlinear Latent Trajectory Inference with A Hybrid of Variational Inference and Ensemble Kalman FilterCode0
Towards Accurate Human Pose Estimation in Videos of Crowded Scenes—0
Active Domain Adaptation via Clustering Uncertainty-weighted EmbeddingsCode1
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