| DEGREE: A Data-Efficient Generation-Based Event Extraction Model IH Hsu, KH Huang, E Boschee, S Miller, P Natarajan, KW Chang, N Peng Proceedings of the 2022 Conference of the North American Chapter of the …, 2022 | 101 | 2022 |
| Examining Gender Bias in Languages with Grammatical Gender P Zhou, W Shi, J Zhao, KH Huang, M Chen, R Cotterell, KW Chang Proceedings of the 2019 Conference on Empirical Methods in Natural Language, 2019 | 99 | 2019 |
| Cost-sensitive label embedding for multi-label classification KH Huang, HT Lin Machine Learning 106 (9), 1725-1746, 2017 | 73 | 2017 |
| Generating Syntactically Controlled Paraphrases without Using Annotated Parallel Pairs KH Huang, KW Chang Proceedings of the 16th Conference of the European Chapter of the …, 2021 | 52 | 2021 |
| A Comparative Survey of Deep Active Learning X Zhan, Q Wang, KH Huang, H Xiong, D Dou, AB Chan Human in the Loop Learning (HiLL) Workshop at NeurIPS 2022, 2022 | 44 | 2022 |
| Effective string processing and matching for author disambiguation WS Chin, Y Zhuang, YC Juan, F Wu, HY Tung, T Yu, JP Wang, CX Chang, ... The Journal of Machine Learning Research 15 (1), 3037-3064, 2014 | 42 | 2014 |
| Multilingual Generative Language Models for Zero-Shot Cross-Lingual Event Argument Extraction KH Huang, IH Hsu, P Natarajan, KW Chang, N Peng Proceedings of the 60th Annual Meeting of the Association for Computational …, 2022 | 39 | 2022 |
| Improving Zero-Shot Cross-Lingual Transfer Learning via Robust Training KH Huang, WU Ahmad, N Peng, KW Chang Proceedings of the 2021 Conference on Empirical Methods in Natural Language …, 2021 | 26 | 2021 |
| Combination of feature engineering and ranking models for paper-author identification in KDD Cup 2013 CL Li, YC Su, TW Lin, CH Tsai, WC Chang, KH Huang, TM Kuo, SW Lin, ... The Journal of Machine Learning Research 16 (1), 2921-2947, 2015 | 25 | 2015 |
| A novel uncertainty sampling algorithm for cost-sensitive multiclass active learning KH Huang, HT Lin 2016 IEEE 16th International Conference on Data Mining, 2016 | 23 | 2016 |
| Disentangling Semantics and Syntax in Sentence Embeddings with Pre-trained Language Models JY Huang, KH Huang, KW Chang Proceedings of the 2021 Conference of the North American Chapter of the …, 2021 | 18 | 2021 |
| Generating Sports News from Live Commentary: A Chinese Dataset for Sports Game Summarization KH Huang, C Li, KW Chang Proceedings of the 1st Conference of the Asia-Pacific Chapter of the …, 2020 | 17 | 2020 |
| DeepAL: Deep Active Learning in Python KH Huang arXiv preprint arXiv:2111.15258, 2021 | 13 | 2021 |
| JECL: Joint Embedding and Cluster Learning for Image-Text Pairs S Yang, KH Huang, B Howe 2020 25th International Conference on Pattern Recognition, 2020 | 9* | 2020 |
| Linear Upper Confidence Bound Algorithm for Contextual Bandit Problem with Piled Rewards KH Huang, HT Lin Pacific-Asia Conference on Knowledge Discovery and Data Mining, 2016 | 9 | 2016 |
| Unsupervised Syntactically Controlled Paraphrase Generation with Abstract Meaning Representations KH Huang, V Iyer, A Kumar, S Venkatapathy, KW Chang, A Galstyan Findings of the Association for Computational Linguistics: EMNLP 2022, 2022 | 6 | 2022 |
| Dynamic principal projection for cost-sensitive online multi-label classification HM Chu, KH Huang, HT Lin Machine Learning 108 (8-9), 1193-1230, 2019 | 6 | 2019 |
| Cost-Sensitive Reference Pair Encoding for Multi-Label Learning YY Yang, KH Huang, CW Chang, HT Lin Pacific-Asia Conference on Knowledge Discovery and Data Mining, 2018 | 6* | 2018 |
| AMPERE: AMR-Aware Prefix for Generation-Based Event Argument Extraction Model IH Hsu, Z Xie, KH Huang, P Natarajan, N Peng Proceedings of the 61st Annual Meeting of the Association for Computational …, 2023 | 3 | 2023 |
| GENEVA: Benchmarking Generalizability for Event Argument Extraction with Hundreds of Event Types and Argument Roles T Parekh, IH Hsu, KH Huang, KW Chang, N Peng Proceedings of the 61st Annual Meeting of the Association for Computational …, 2023 | 2 | 2023 |
Kai-Wei ChangAssociate Professor, UCLAVerified email at kwchang.net
