Fen Lin

Denoising Relation Extraction from Document-level Distant Supervision

2020

Distant supervision (DS) has been widely used to generate auto-labeled data for sentencelevel relation extraction (RE), which improves RE performance. However, the existing success of DS cannot be directly transferred to the more challenging document-level …

Mechanism-Aware Neural Machine for Dialogue Response Generation

2017 · Proceedings of the AAAI Conference on Artificial Intelligence

To the same utterance, people's responses in everyday dialogue may be diverse largely in terms of content semantics, speaking styles, communication intentions and so on. Previous generative conversational models ignore these 1-to-n relationships between a …