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03/01/2023
Fairness Evaluation in Text Classification: Machine Learning Practitioner Perspectives of Individual and Group Fairness
Mitigating algorithmic bias is a critical task in the development and de...
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01/11/2023
Geometry-biased Transformers for Novel View Synthesis
We tackle the task of synthesizing novel views of an object given a few ...
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02/15/2022
Better Together? An Evaluation of AI-Supported Code Translation
Generative machine learning models have recently been applied to source ...
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02/10/2022
Investigating Explainability of Generative AI for Code through Scenario-based Design
What does it mean for a generative AI model to be explainable? The emerg...
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10/26/2021
On sensitivity of meta-learning to support data
Meta-learning algorithms are widely used for few-shot learning. For exam...
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10/11/2021
Using Document Similarity Methods to create Parallel Datasets for Code Translation
Translating source code from one programming language to another is a cr...
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09/27/2021
COVID-19 India Dataset: Parsing Detailed COVID-19 Data in Daily Health Bulletins from States in India
While India remains one of the hotspots of the COVID-19 pandemic, data a...
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04/08/2021
Perfection Not Required? Human-AI Partnerships in Code Translation
Generative models have become adept at producing artifacts such as image...
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03/03/2021
NeurIPS 2020 NLC2CMD Competition: Translating Natural Language to Bash Commands
The NLC2CMD Competition hosted at NeurIPS 2020 aimed to bring the power ...
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12/04/2020
Quality Estimation Interpretability for Code Translation
Recently, the automated translation of source code from one programming ...
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10/23/2020
Online Semi-Supervised Learning with Bandit Feedback
We formulate a new problem at the intersectionof semi-supervised learnin...
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07/22/2020
IBM Federated Learning: an Enterprise Framework White Paper V0.1
Federated Learning (FL) is an approach to conduct machine learning witho...
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01/31/2020
CLAI: A Platform for AI Skills on the Command Line
This paper reports on the open source project CLAI (Command Line AI), ai...
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11/01/2019
Statistical Model Aggregation via Parameter Matching
We consider the problem of aggregating models learned from sequestered, ...
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06/22/2019
A Bandit Approach to Posterior Dialog Orchestration Under a Budget
Building multi-domain AI agents is a challenging task and an open proble...
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05/28/2019
Bayesian Nonparametric Federated Learning of Neural Networks
In federated learning problems, data is scattered across different serve...
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12/28/2018
Machine Translation: A Literature Review
Machine translation (MT) plays an important role in benefiting linguists...
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11/28/2018
CAPNet: Continuous Approximation Projection For 3D Point Cloud Reconstruction Using 2D Supervision
Knowledge of 3D properties of objects is a necessity in order to build e...
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07/20/2018