Talks

Tutorials

From shallow to deep language representations: pre-training, fine-tuning, and beyond
In Proc. 2019 ACM SIGKDD Int. Conf.on Knowledge Discovery and Data Mining (KDD 2019).
[website]

Invited Talks

GluonNLP: A Deep Learning Toolkit for NLP Practitioners
In MXNet Meetup, Seattle, USA, Aug 2018.
[video]

Text Mining with Heterogeneous Information Networks
In Amazon AI, Palo Alto, USA, Sep 2017.

Scalable Multilingual NLP in IBM SystemT
In IBM Research, Beijing, China, Sep 2017.

Scalable Multilingual NLP in IBM SystemT
In Tsinghua University, Beijing, China, Sep 2017.

Scalable Multilingual NLP in IBM SystemT
In Peking University, Beijing, China, Sep 2017.

Text Mining with Heterogeneous Information Networks
In Disney Research, Pittsburgh, USA, May 2016.

Text Mining with Heterogeneous Information Networks
In Stanford University, California, USA, Feb 2016.

Text Mining with Heterogeneous Information Networks
In Yahoo! Research, California, USA, Feb 2016.

Text Mining with Heterogeneous Information Networks
In Carnegie Mellon University, Pittsburgh, USA, Nov 2015.

World Knowledge as Indirect Supervision for Machine Learning
In University of California, Santa Barbara, California, USA, Nov 2015.

World Knowledge as Indirect Supervision for Machine Learning
In Microsoft Research Asia, Beijing, China, Nov 2015.

Incorporating World Knowledge to Document Clustering via Heterogeneous Information Networks
In The 13rd Chinese Workshop on Machine Learning and Applications (MLA 2015), Nanjing, China, Nov 2015.