Search Results for author: Liping Xie

Found 3 papers, 2 papers with code

Toward Human-Like Evaluation for Natural Language Generation with Error Analysis

1 code implementation20 Dec 2022 Qingyu Lu, Liang Ding, Liping Xie, Kanjian Zhang, Derek F. Wong, DaCheng Tao

To this end, we augment BARTScore by incorporating the human-like error analysis strategies, namely BARTScore++, where the final score consists of both the evaluations of major errors and minor errors.

Language Modelling Machine Translation +2

Probabilistic Decomposition Transformer for Time Series Forecasting

1 code implementation31 Oct 2022 Junlong Tong, Liping Xie, Wankou Yang, Kanjian Zhang

The Transformer is employed to learn temporal patterns and implement primary probabilistic forecasts, while the conditional generative model is used to achieve non-autoregressive hierarchical probabilistic forecasts by introducing latent space feature representations.

Time Series Time Series Forecasting

MetaComp: Learning to Adapt for Online Depth Completion

no code implementations21 Jul 2022 Yang Chen, Shanshan Zhao, Wei Ji, Mingming Gong, Liping Xie

However, facing a new environment where the test data occurs online and differs from the training data in the RGB image content and depth sparsity, the trained model might suffer severe performance drop.

Depth Completion Meta-Learning +1

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