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12/05/2022
QBERT: Generalist Model for Processing Questions
Using a single model across various tasks is beneficial for training and...
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10/28/2021
What makes us curious? analysis of a corpus of open-domain questions
Every day people ask short questions through smart devices or online for...
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06/17/2020
On the Learnability of Concepts: With Applications to Comparing Word Embedding Algorithms
Word Embeddings are used widely in multiple Natural Language Processing ...
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04/30/2019
On Social Machines for Algorithmic Regulation
Autonomous mechanisms have been proposed to regulate certain aspects of ...
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11/16/2018
Machine Decisions and Human Consequences
As we increasingly delegate decision-making to algorithms, whether direc...
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06/16/2018
Biased Embeddings from Wild Data: Measuring, Understanding and Removing
Many modern Artificial Intelligence (AI) systems make use of data embedd...
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06/16/2018
Right for the Right Reason: Training Agnostic Networks
We consider the problem of a neural network being requested to classify ...
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06/04/2018
History Playground: A Tool for Discovering Temporal Trends in Massive Textual Corpora
Recent studies have shown that macroscopic patterns of continuity and ch...
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04/12/2016
Efficient Classification of Multi-Labelled Text Streams by Clashing
We present a method for the classification of multi-labelled text docume...
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02/25/2014