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05/17/2023
Reprompting: Automated Chain-of-Thought Prompt Inference Through Gibbs Sampling
We introduce Reprompting, an iterative sampling algorithm that searches ...
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01/18/2023
Understanding and Detecting Hallucinations in Neural Machine Translation via Model Introspection
Neural sequence generation models are known to "hallucinate", by produci...
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12/31/2021
BatchLens: A Visualization Approach for Analyzing Batch Jobs in Cloud Systems
Cloud systems are becoming increasingly powerful and complex. It is high...
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11/27/2021
Recognition and Co-Analysis of Pedestrian Activities in Different Parts of Road using Traffic Camera Video
Pedestrian safety is a priority for transportation system managers and o...
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09/10/2021
Rule-based Morphological Inflection Improves Neural Terminology Translation
Current approaches to incorporating terminology constraints in machine t...
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07/21/2021
Soft Layer Selection with Meta-Learning for Zero-Shot Cross-Lingual Transfer
Multilingual pre-trained contextual embedding models (Devlin et al., 201...
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05/27/2021
How Does Distilled Data Complexity Impact the Quality and Confidence of Non-Autoregressive Machine Translation?
While non-autoregressive (NAR) models are showing great promise for mach...
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11/13/2020
EDITOR: an Edit-Based Transformer with Repositioning for Neural Machine Translation with Soft Lexical Constraints
We introduce an Edit-Based Transformer with Repositioning (EDITOR), whic...
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10/07/2020
Dual Reconstruction: a Unifying Objective for Semi-Supervised Neural Machine Translation
While Iterative Back-Translation and Dual Learning effectively incorpora...
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07/01/2020
Convolutional Neural Network Training with Distributed K-FAC
Training neural networks with many processors can reduce time-to-solutio...
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05/08/2020
Building a PubMed knowledge graph
PubMed is an essential resource for the medical domain, but useful conce...
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04/29/2020
End-to-End Slot Alignment and Recognition for Cross-Lingual NLU
Natural language understanding in the context of goal oriented dialog sy...
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07/27/2019
HPC AI500: A Benchmark Suite for HPC AI Systems
In recent years, with the trend of applying deep learning (DL) in high p...
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04/04/2019
Differentiable Sampling with Flexible Reference Word Order for Neural Machine Translation
Despite some empirical success at correcting exposure bias in machine tr...
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11/02/2018