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09/21/2023
Human-in-the-Loop Causal Discovery under Latent Confounding using Ancestral GFlowNets
Structure learning is the crux of causal inference. Notably, causal disc...
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02/28/2022
Bayesian Structure Learning with Generative Flow Networks
In Bayesian structure learning, we are interested in inferring a distrib...
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09/24/2021
Predicting Attention Sparsity in Transformers
A bottleneck in transformer architectures is their quadratic complexity ...
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04/29/2020
Learning Non-Monotonic Automatic Post-Editing of Translations from Human Orderings
Recent research in neural machine translation has explored flexible gene...
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07/24/2019
Translator2Vec: Understanding and Representing Human Post-Editors
The combination of machines and humans for translation is effective, wit...
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07/24/2019