Answer-guided and Semantic Coherent Question Generation in Open-domain Conversation

no code implementations • IJCNLP 2019 • Weichao Wang, Shi Feng, Daling Wang, Yifei Zhang

We observe that the answer has strong semantic coherence to its question and post, which can be used to guide question generation.

Question Generation

Personalized Microblog Sentiment Classification via Adversarial Cross-lingual Multi-task Learning

no code implementations • EMNLP 2018 • Weichao Wang, Shi Feng, Wei Gao, Daling Wang, Yifei Zhang

Then the attention-based CNN model is incorporated into a novel adversarial cross-lingual learning framework, in which with the help of user properties as bridge between languages, we can extract the language-specific features and language-independent features to enrich the user post representation so as to alleviate the data insufficiency problem.

General Classification Multi-Task Learning +1