MODE-LSTM: A Parameter-efficient Recurrent Network with Multi-Scale for Sentence Classification

no code implementations • EMNLP 2020 • Qianli Ma, Zhenxi Lin, Jiangyue Yan, Zipeng Chen, Liuhong Yu

The central problem of sentence classification is to extract multi-scale n-gram features for understanding the semantic meaning of sentences.

General Classification Sentence +1

A Span-based Dynamic Local Attention Model for Sequential Sentence Classification

no code implementations • ACL 2021 • Xichen Shang, Qianli Ma, Zhenxi Lin, Jiangyue Yan, Zipeng Chen

Sequential sentence classification aims to classify each sentence in the document based on the context in which sentences appear.

Classification Sentence +1