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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 7551–7600 of 9051 papers

TitleStatusHype
Pre-train and Plug-in: Flexible Conditional Text Generation with Variational Auto-EncodersCode0
Learning to Few-Shot Learn Across Diverse Natural Language Classification TasksCode0
Zero-Shot Paraphrase Generation with Multilingual Language Models—0
Conditioned Query Generation for Task-Oriented Dialogue SystemsCode1
Automatic Identification of Traditional Colombian Music Genres based on Audio Content Analysis and Machine Learning TechniqueCode0
Probing Contextualized Sentence Representations with Visual Awareness—0
Ensembles of Locally Independent Prediction ModelsCode0
Maximum Entropy Diverse Exploration: Disentangling Maximum Entropy Reinforcement Learning—0
Large-Scale, Diverse, Paraphrastic Bitexts via Sampling and Clustering—0
Multi-Domain Goal-Oriented Dialogues (MultiDoGO): Strategies toward Curating and Annotating Large Scale Dialogue Data—0
LexicalAT: Lexical-Based Adversarial Reinforcement Training for Robust Sentiment Classification—0
Hierarchy Response Learning for Neural Conversation Generation—0
Exploring Diverse Expressions for Paraphrase Generation—0
Generating Sentential Arguments from Diverse Perspectives on Controversial TopicCode0
Multilingual Whispers: Generating Paraphrases with Translation—0
Improving Neural Machine Translation Robustness via Data Augmentation: Beyond Back-TranslationCode0
Diversity-aware Event Prediction based on a Conditional Variational Autoencoder with Reconstruction—0
Tkol, Httt, and r/radiohead: High Affinity Terms in Reddit Communities—0
Dreaddit: A Reddit Dataset for Stress Analysis in Social MediaCode0
SignCol: Open-Source Software for Collecting Sign Language GesturesCode0
Predicting the Politics of an Image Using Webly Supervised DataCode0
Learning to Customize Model Structures for Few-shot Dialogue Generation TasksCode0
Not even wrong: Reply to Wagg et al—0
When does Diversity Help Generalization in Classification Ensembles?—0
Unsupervised inference approach to facial attractiveness—0
Comprehensive Video Understanding: Video summarization with content-based video recommender design—0
Lexicographic Choice Under Variable Capacity Constraints—0
Roles of repertoire diversity in robustness of humoral immune response—0
Non-Centralized Navigation for Source Localization by Cooperative UAVs—0
Trend-responsive User Segmentation Enabling Traceable Publishing Insights. A Case Study of a Real-world Large-scale News Recommendation System—0
Online News Media Website Ranking Using User Generated Content—0
Recurrent Autoencoder with Skip Connections and Exogenous Variables for Traffic ForecastingCode0
Diverse Video Captioning Through Latent Variable Expansion—0
ViGGO: A Video Game Corpus for Data-To-Text Generation in Open-Domain Conversation—0
Primary and secondary anti-viral response captured by the dynamics and phenotype of individual T cell clones—0
Polymorphism in rapidly-changing cyclic environment—0
Fast Hardware-Aware Neural Architecture Search—0
Recognizing long-form speech using streaming end-to-end models—0
Circulant Binary Convolutional Networks: Enhancing the Performance of 1-bit DCNNs with Circulant Back Propagation—0
A Unified Statistical Model for Atmospheric Turbulence-Induced Fading in Orbital Angular Momentum Multiplexed FSO Systems—0
CNN-based Analog CSI Feedback in FDD MIMO-OFDM Systems—0
Diversifying Database Activity Monitoring with Bandits—0
Exploring the Limits of Transfer Learning with a Unified Text-to-Text TransformerCode2
Unsupervised Boosting-based Autoencoder Ensembles for Outlier DetectionCode0
A Complexity Efficient DMT-Optimal Tree Pruning Based Sphere Decoding—0
Clotho: An Audio Captioning DatasetCode1
The Deepfake Detection Challenge (DFDC) Preview Dataset—0
Evolutionary Dynamic Multi-objective Optimization Via Regression Transfer Learning—0
Diversity in Fashion Recommendation using Semantic ParsingCode0
Predicting retrosynthetic pathways using a combined linguistic model and hyper-graph exploration strategy—0
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