Dynamic Connected Networks for Chinese Spelling Check

1 code implementation • Findings (ACL) 2021 • Baoxin Wang, Wanxiang Che, Dayong Wu, Shijin Wang, Guoping Hu, Ting Liu

CCTC: A Cross-Sentence Chinese Text Correction Dataset for Native Speakers

1 code implementation • COLING 2022 • Baoxin Wang, Xingyi Duan, Dayong Wu, Wanxiang Che, Zhigang Chen, Guoping Hu

The Chinese text correction (CTC) focuses on detecting and correcting Chinese spelling errors and grammatical errors.

Grammatical Error Correction Sentence

LM-Combiner: A Contextual Rewriting Model for Chinese Grammatical Error Correction

no code implementations • 26 Mar 2024 • YiXuan Wang, Baoxin Wang, Yijun Liu, Dayong Wu, Wanxiang Che

In this light, we propose the LM-Combiner, a rewriting model that can directly modify the over-correction of GEC system outputs without a model ensemble.

Grammatical Error Correction

CSED: A Chinese Semantic Error Diagnosis Corpus

no code implementations • 9 May 2023 • Bo Sun, Baoxin Wang, YiXuan Wang, Wanxiang Che, Dayong Wu, Shijin Wang, Ting Liu

Our experiments show that powerful pre-trained models perform poorly on this corpus.

Overview of CTC 2021: Chinese Text Correction for Native Speakers

1 code implementation • 11 Aug 2022 • Honghong Zhao, Baoxin Wang, Dayong Wu, Wanxiang Che, Zhigang Chen, Shijin Wang

In this paper, we present an overview of the CTC 2021, a Chinese text correction task for native speakers.

Improving Pre-trained Language Models with Syntactic Dependency Prediction Task for Chinese Semantic Error Recognition

no code implementations • 15 Apr 2022 • Bo Sun, Baoxin Wang, Wanxiang Che, Dayong Wu, Zhigang Chen, Ting Liu

These errors have been studied extensively and are relatively simple for humans.

Binary Classification Sentence

CINO: A Chinese Minority Pre-trained Language Model

no code implementations • COLING 2022 • Ziqing Yang, Zihang Xu, Yiming Cui, Baoxin Wang, Min Lin, Dayong Wu, Zhigang Chen

It covers Standard Chinese, Yue Chinese, and six other ethnic minority languages.

Language Modelling text-classification +1

InterHT: Knowledge Graph Embeddings by Interaction between Head and Tail Entities

no code implementations • 10 Feb 2022 • Baoxin Wang, Qingye Meng, Ziyue Wang, Honghong Zhao, Dayong Wu, Wanxiang Che, Shijin Wang, Zhigang Chen, Cong Liu

Knowledge graph embedding (KGE) models learn the representation of entities and relations in knowledge graphs.

Knowledge Graph Embedding Knowledge Graph Embeddings +2

Combining ResNet and Transformer for Chinese Grammatical Error Diagnosis

no code implementations • 1 Oct 2020 • Shaolei Wang, Baoxin Wang, Jiefu Gong, Zhongyuan Wang, Xiao Hu, Xingyi Duan, Zizhuo Shen, Gang Yue, Ruiji Fu, Dayong Wu, Wanxiang Che, Shijin Wang, Guoping Hu, Ting Liu

Grammatical error diagnosis is an important task in natural language processing.

Position

CJRC: A Reliable Human-Annotated Benchmark DataSet for Chinese Judicial Reading Comprehension

no code implementations • 19 Dec 2019 • Xingyi Duan, Baoxin Wang, Ziyue Wang, Wentao Ma, Yiming Cui, Dayong Wu, Shijin Wang, Ting Liu, Tianxiang Huo, Zhen Hu, Heng Wang, Zhiyuan Liu

We present a Chinese judicial reading comprehension (CJRC) dataset which contains approximately 10K documents and almost 50K questions with answers.

Machine Reading Comprehension

IFlyLegal: A Chinese Legal System for Consultation, Law Searching, and Document Analysis

no code implementations • IJCNLP 2019 • Ziyue Wang, Baoxin Wang, Xingyi Duan, Dayong Wu, Shijin Wang, Guoping Hu, Ting Liu

To our knowledge, IFlyLegal is the first Chinese legal system that employs up-to-date NLP techniques and caters for needs of different user groups, such as lawyers, judges, procurators, and clients.

Natural Language Inference Question Answering +1

Disconnected Recurrent Neural Networks for Text Categorization

no code implementations • ACL 2018 • Baoxin Wang

Recurrent neural network (RNN) has achieved remarkable performance in text categorization.

Position Sentiment Analysis