Search Results for author: Qingyu Lu

Found 3 papers, 3 papers with code

Error Analysis Prompting Enables Human-Like Translation Evaluation in Large Language Models

1 code implementation24 Mar 2023 Qingyu Lu, Baopu Qiu, Liang Ding, Kanjian Zhang, Tom Kocmi, DaCheng Tao

To further improve the performance of LLMs on MT quality assessment, we investigate several prompting designs, and propose a new prompting method called \textbf{\texttt{Error Analysis Prompting}} (EAPrompt) by combining Chain-of-Thoughts (Wei et al., 2022) and Error Analysis (Lu et al., 2023).

Machine Translation Natural Language Understanding +3

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

Vega-MT: The JD Explore Academy Translation System for WMT22

1 code implementation20 Sep 2022 Changtong Zan, Keqin Peng, Liang Ding, Baopu Qiu, Boan Liu, Shwai He, Qingyu Lu, Zheng Zhang, Chuang Liu, Weifeng Liu, Yibing Zhan, DaCheng Tao

As for model sizes, we scale the Transformer-Big up to the extremely large model that owns nearly 4. 7 Billion parameters, to fully enhance the model capacity for our Vega-MT.

Data Augmentation Machine Translation +1

Cannot find the paper you are looking for? You can Submit a new open access paper.