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05/24/2023
Malicious or Benign? Towards Effective Content Moderation for Children's Videos
Online video platforms receive hundreds of hours of uploads every minute...
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02/09/2023
Improving the Generalizability of Collaborative Dialogue Analysis with Multi-Feature Embeddings
Conflict prediction in communication is integral to the design of virtua...
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10/10/2022
Improving Code Review with GitHub Issue Tracking
Software quality is an important problem for technology companies, since...
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09/18/2022
Through a fair looking-glass: mitigating bias in image datasets
With the recent growth in computer vision applications, the question of ...
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08/15/2022
Transformer-based Value Function Decomposition for Cooperative Multi-agent Reinforcement Learning in StarCraft
The StarCraft II Multi-Agent Challenge (SMAC) was created to be a challe...
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06/21/2022
Predicting Team Performance with Spatial Temporal Graph Convolutional Networks
This paper presents a new approach for predicting team performance from ...
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03/29/2022
Leveraging Evolutionary Algorithms for Feasible Hexapod Locomotion Across Uneven Terrain
Optimizing gait stability for legged robots is a difficult problem. Even...
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10/11/2021
Leveraging Transformers for StarCraft Macromanagement Prediction
Inspired by the recent success of transformers in natural language proce...
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03/16/2021
Do Bots Modify the Workflow of GitHub Teams?
The ever-increasing complexity of modern software engineering projects m...
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01/23/2021
Analyzing Team Performance with Embeddings from Multiparty Dialogues
Good communication is indubitably the foundation of effective teamwork. ...
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11/17/2020
Leveraging the Variance of Return Sequences for Exploration Policy
This paper introduces a method for constructing an upper bound for explo...
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11/10/2020
A Transfer Learning Approach for Dialogue Act Classification of GitHub Issue Comments
Social coding platforms, such as GitHub, serve as laboratories for study...
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11/10/2020
Scoring Popularity in GitHub
Popularity and engagement are the currencies of social media platforms, ...
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11/06/2020
Analyzing the Productivity of GitHub Teams based on Formation Phase Activity
Our goal is to understand the characteristics of high-performing teams o...
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11/06/2020
Explaining Differences in Classes of Discrete Sequences
While there are many machine learning methods to classify and cluster se...
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09/14/2019
Selfie Drone Stick: A Natural Interface for Quadcopter Photography
A physical selfie stick extends the user's reach, enabling the creation ...
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02/27/2019
Customizing Object Detectors for Indoor Robots
Object detection models based on convolutional neural networks (CNNs) de...
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08/24/2018
A Communication Protocol for Man-Machine Networks
One of the most challenging coordination problems in artificial intellig...
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06/21/2018