自然语言处理

自然语言处理

读论文

经典模型

• Longformer: The Long-Document Transformer

文本分类

• Attention-based LSTM for Aspect-level Sentiment Classification(ACL2016)

分层文本分类

• Hierarchy-Aware Global Model for Hierarchical Text Classification(ACL2020)

• Hierarchy-awareLabelSemanticsMatchingNetworkforHierarchicalTextClassification.md(ACL2021)

• HTCInfoMax: A Global Model for Hierarchical Text Classification via Information Maximization (NAACL2021)

• Incorporating Hierarchy into Text Encoder: a Contrastive Learning Approach for Hierarchical Text Classification(ACL2022)

图神经网络

• Do Transformers Really Perform Bad for Graph Representation?(NIPS2021)

文本生成

• DEXPERTS: Decoding-Time Controlled Text Generation with Experts and Anti-Experts(ACL2021)

• GeDi: Generative Discriminator Guided Sequence Generation(EMNLP2021)

• Controllable Text Generation with Neurally-Decomposed Oracle(NIPS2022)