- Computational Linguistics for Brain Encoding and Decoding: Principles, Practices and Beyond. ACL 2024 Tutorial with Slides-50min. Aug 11, 2024.
- Deep Learning for Brain Encoding and Decoding: Principles, Practices and Beyond. IJCAI 2024 Tutorial with Slides-90min. Aug 3, 2024.
- How Do Transformers Integrate Meanings? An Investigation Using Interpretable Brain-Based Componential Semantics in Two-Word Phrases. HBAI-IJCAI 2024 workshop. Aug 3, 2024.
- Word Representation and Combinatorial Processing in Language Understanding for Machines and Humans. cityUHK LT Research Forum Series. May 6. 2024.
- Toward a comprehensive study of human and machine language understanding. AIBED: Artificial intelligence for brain encoding and decoding. Mar 24. 2024.
- Neural encoding and decoding with textual representations. Neuroimaging Methods Workshop with code. December 10, 2022.
- Combining cutting-edge artificial intelligence and neuroscience research, language learning, and ancient poetry appreciation. ISLSEAI-2022. October 29, 2022.
- Human and Machine language understanding. YSSNLP-2022. May 28, 2022.
- Human and Machine language understanding. CCL-2021. October 22, 2021.
- Neural encoding and decoding in the brain. YSSNLP-2019. May 3, 2019.
- Associative Multichannel Autoencoder for Multimodal Word Representation. EMNLP-18. October 31, 2018.
- Investigating Inner Properties of Multimodal Representation and Semantic Compositionality with Brain-based Componential Semantics. AAAI-18. February 2, 2018.
- Learning Multimodal Word Representation via Dynamic Fusion Methods. AAAI-18. February 2, 2018.
- Exploiting Word Internal Structures for Generic Chinese Sentence Representation. EMNLP-17. September 9, 2017.
- Learning Sentence Representation with Guidance of Human Attention. IJCAI-17. August 19, 2017.
