Baoxin Wang

Overview of CTC 2021: Chinese Text Correction for Native Speakers

2022 · arXiv (Cornell University)

In this paper, we present an overview of the CTC 2021, a Chinese text correction task for native speakers. We give detailed descriptions of the task definition and the data for training as well as …

RE$^2$: Improving Chinese Grammatical Error Correction via Retrieving Appropriate Examples with Explanation

2025 · arXiv (Cornell University)

The primary objective of Chinese grammatical error correction (CGEC) is to detect and correct errors in Chinese sentences. Recent research shows that large language models (LLMs) have been applied to CGEC with significant results. For …

Disconnected Recurrent Neural Networks for Text Categorization

2018

Recurrent neural network (RNN) has achieved remarkable performance in text categorization. RNN can model the entire sequence and capture long-term dependencies, but it does not do well in extracting key patterns. In contrast, convolutional neural …