| Year | Conference | Title |
|---|
| 2022 | North American Chapter of the Association for Computational Linguistics (NAACL) | Contrastive learning for NLP |
| 2021 | ADL.Chinese Computer Federation (CCF) | Graph Neural Networks in NLP |
| 2019 | ATT14.Chinese Information Processing Society of China (CIPS) | Graph Neural Networks in NLP |
| 2018 | The Empirical Methods on Natural Language Processing (EMNLP) | Joint Models in NLP |
| 2017 | The International Joint Conference on Natural Language Processing (IJCNLP) | Deep Learning for Syntactic and Semantic Analysis |
| 2017 | The China National Conference on Computational Linguistics (CCL) | Joint Models for NLP |
| 2016 | The Empirical Methods for Natural Language Processing (EMNLP) | Neural Network for Sentiment Analysis |
| 2016 | The China National Conference on Computational Linguistics (CCL) | Deep Learning for Syntactic and Semantic Analysis |
| 2014 | The Annual Meeting of the Association for Computational Linguistics (ACL) | Syntactic Processing Using Global Discriminative Learning and Beam-Search Decoding |
| 2010 | The Annual Conference ofthe North American Chapter of the Association for Computational Linguistics (HLT:NAACL) | Recent Advances in Dependency Parsing |
Conference Tutorials
| Year | Talk | Title |
|---|
| 2022 | Keynote at MIT Technology Review 20 year forum | Robustness for machine translation |
| 2022 | Keynote at CNCC few-shot NLP forum | Data Augmentation for few-shot NLI |
| 2022 | Keynote at CCAC | Semantic structures for sentiment |
| 2022 | University of Edinburgh ICCS | OOD generalization for NLP |
| 2021 | Keynote at IALP | Challenges in NLP |
| 2021 | Keynote at PACLIC | Document-Level NLP |
| 2021 | Oxford ML Summer School | Challenges in NLP |
| 2021 | Keynote at CAAI | Open-domain Dialogue |
| 2021 | Keynote at YSSNLP | Compositional Generalization of Machine Translation |
| 2020 | Keynote at CTC | Beyond Words β Commonsense Reasoning in Language Understanding |
| 2020 | Chair at COLING2020 PANEL2 | On The Generalization of NLP Models β Ways Around Data Hunger |
| 2020 | Keynote at COLING2020 WS-MSR | AMR to Text Generation - A Brief Review And A Case Study Using Back-parsing |
| 2020 | Keynote at CAAI Industry Forum | The Bottleneck of NLP Fundamental Tasks in NLP |
| 2019 | Hundsun Technologies Inc | Natural Language Processing And Computational Financial Research |
| 2019 | Technische Universit Μat Darmstadt | Graph Neural Networks in NLP |
| 2019 | HSBC open day on Sep | NLP and financial markets |
| 2019 | Keynote at CCF Social Media Program | Cross-domain sentiment analysis |
| 2019 | Dagstuhl seminar | Invited attendance |
| 2018 | Uppsala University | Graph Recurrent Neural Networks |
| 2018 | Cloud Town Conference by Alibaba | Deep Learning for parsing |
| 2017 | Yuan Ze University | Stock Prediction |
| 2017 | A-STAR | Deep Learning for parsing |
| 2017 | Keynote at Singapore Deep Learning for Finance Summit | Using deep learning for predicting USA stock markets |
| 2016 | Keynote at Deep Learning Summit Singapore | Deep Learning for sentiment analysis |
| 2016 | Keynote at SmartConnected.World and ICEC 2016. Suwon. Korea | Deep Learning |
| 2016 | University of Berkeley | Neural network structured prediction |
| 2016 | University of South California. Information Science Institute | Neural network structured prediction |
| 2016 | Singapore Actuary Society | Text mining |
| 2015 | Keynote at Global Innovators Forum on Technology and Society. Harbin. China | Text mining |
| 2015 | Keynote at ADSM Deep learning workshop | Deep Learning for stock market prediction |
| 2014 | Tsinghua University (China) | CCG parsing |
| 2014 | Universitat Pompeu Fabra (Spain) | Statistical text generation |
| 2014 | University of A Coruna (Spain) | Chinese syntactic analysis |
| 2014 | Peking University | Chinese syntactic analysis |
| 2013 | Tsinghua University | Dependency parsing |
| 2013 | Baidu Inc (China) | Word ordering |
| 2013 | Keynote at CWMT | Semantics Based Statistical Machine Translation |
| 2012 | Institute of Infocomm Research (Singapore) | CCG parsing |
| 2011 | Cambridge NLIP seminar | Surprisingly Efficient Parsing for a Wide-Coverage Lexicalised-Grammar Parser |
| 2010 | Uppsala University (Sweden) | Dependency parsing |
| 2009 | the NLIP group seminar. University of Cambridge | Dependency parsing |
| 2008 | the School of Informatics (ICCS). University of Edinburgh | Dependency parsing |
| 2008 | Sharp Research Europe Ltd. | Word segmentation |
Invited Talks