Han He
Han He earned a PhD in Computer Science and Informatics from Emory University (Spring 2023). After Emory, Han moved to Amazon Web Services as a research scientist.
Education
- PhD in Computer Science and Informatics, Emory University (2023)
- MS in Computer Engineering, University of Houston–Clear Lake (2018)
- BA in Economics and Japanese, Shanghai International Studies University (2016) - China
PhD Dissertation
Publications
- Unleashing the True Potential of Sequence-to-Sequence Models for Sequence Tagging and Structure Parsing — Transactions of the Association for Computational Linguistics (TACL), 2023
- DFEE: Interactive DataFlow Execution and Evaluation Kit — AAAI Conference on Artificial Intelligence (AAAI): Demonstration Program, 2023
- Widely Interpretable Semantic Representation: Frameless Meaning Representation for Broader Applicability — arXiv, 2022
- The Stem Cell Hypothesis: Dilemma behind Multi-Task Learning with Transformer Encoders — Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
- ELIT: Emory Language and Information Toolkit — arXiv, 2021
- Levi Graph AMR Parser using Heterogeneous Attention — International Conference on Parsing Technologies (IWPT), 2021
- An Approach to Inference-Driven Dialogue Management within a Social Chatbot — Proceedings of the Alexa Prize Socialbot Grand Challenge (AlexaPrize), 2021
- Adaptation of Multilingual Transformer Encoder for Robust Enhanced Universal Dependency Parsing — IWPT Shared Task on Parsing into Enhanced Universal Dependencies, 2020
- Analysis of the Penn Korean Universal Dependency Treebank (PKT-UD): Manual Revision to Build Robust Parsing Model in Korean — International Conference on Parsing Technologies (IWPT), 2020
- Establishing Strong Baselines for the New Decade: Sequence Tagging, Syntactic and Semantic Parsing with BERT — International Florida Artificial Intelligence Research Society Conference (FLAIRS), 2020
Achievements
- Alexa Prize Socialbot Grand Challenge 4 — finalist (Emora) (07/2021)
- FLAIRS — Best Student Paper Award nominee (05/2020)
- IWPT Shared Task (Enhanced UD) — 3rd place (04/2020)
- Introduction of Natural Language Processing (Posts & Telecom Press) (10/2019)