Kuan-Hao Huang

Most-cited papers

DEGREE: A Data-Efficient Generation-Based Event Extraction Model
I-Hung Hsu, Kuan-Hao Huang, Elizabeth Boschee, Scott Miller +3 more
2021North American Chapter of the Association for Computational Linguistics238 citations Open access
Semantic Scholar
A Comparative Survey of Deep Active Learning
Xueying Zhan, Qingzhong Wang, Kuan-Hao Huang, Haoyi Xiong +2 more
2022arXiv.org144 citations Open access
Semantic Scholar
Examining Gender Bias in Languages with Grammatical Gender
Pei Zhou, Weijia Shi, Jie-Yu Zhao, Kuan-Hao Huang +3 more
2019Conference on Empirical Methods in Natural Language Processing118 citations Open access
Semantic Scholar
Eliminating Position Bias of Language Models: A Mechanistic Approach
Zi-Qi Wang, Hanlin Zhang, Xin-Er Li, Kuan-Hao Huang +5 more
2024International Conference on Learning Representations91 citations
Semantic Scholar
Generating Syntactically Controlled Paraphrases without Using Annotated Parallel Pairs
Kuan-Hao Huang, Kai-Wei Chang
2021Conference of the European Chapter of the Association for Computational Linguistics82 citations Open access
Semantic Scholar
Multilingual Generative Language Models for Zero-Shot Cross-Lingual Event Argument Extraction
Kuan-Hao Huang, I-Hung Hsu, Premkumar Natarajan, Kai-Wei Chang +1 more
2022Annual Meeting of the Association for Computational Linguistics80 citations Open access
Semantic Scholar
AMPERE: AMR-Aware Prefix for Generation-Based Event Argument Extraction Model
I-Hung Hsu, Zhiyu Xie, Kuan-Hao Huang, Premkumar Natarajan +1 more
2023Annual Meeting of the Association for Computational Linguistics71 citations Open access
Semantic Scholar
Cost-sensitive label embedding for multi-label classification
Kuan-Hao Huang, Hsuan-Tien Lin
2016Machine-mediated learning59 citations Open access
Semantic Scholar
TextEE: Benchmark, Reevaluation, Reflections, and Future Challenges in Event Extraction
Kuan-Hao Huang, I-Hung Hsu, Tanmay Parekh, Zhiyu Xie +5 more
2023Annual Meeting of the Association for Computational Linguistics51 citations Open access
Semantic Scholar
Improving Zero-Shot Cross-Lingual Transfer Learning via Robust Training
Kuan-Hao Huang, Wasi Uddin Ahmad, Nanyun Peng, Kai-Wei Chang
2021Conference on Empirical Methods in Natural Language Processing44 citations Open access
Semantic Scholar
GENEVA: Benchmarking Generalizability for Event Argument Extraction with Hundreds of Event Types and Argument Roles
Tanmay Parekh, I-Hung Hsu, Kuan-Hao Huang, Kai-Wei Chang +1 more
2022Annual Meeting of the Association for Computational Linguistics40 citations Open access
Semantic Scholar
Disentangling Semantics and Syntax in Sentence Embeddings with Pre-trained Language Models
James Y. Huang, Kuan-Hao Huang, Kai-Wei Chang
2021North American Chapter of the Association for Computational Linguistics36 citations Open access
Semantic Scholar
Effective string processing and matching for author disambiguation
Wei-Sheng Chin, Yong Zhuang, Yu-Chin Juan, Felix Wu +20 more
2013KDD Cup '1335 citations Open access
Semantic Scholar
Generating Sports News from Live Commentary: A Chinese Dataset for Sports Game Summarization
Kuan-Hao Huang, Chen Li, Kai-Wei Chang
2020AACL28 citations Open access
Semantic Scholar
TAGPRIME: A Unified Framework for Relational Structure Extraction
I-Hung Hsu, Kuan-Hao Huang, Shuning Zhang, Wen-Huang Cheng +3 more
2023Annual Meeting of the Association for Computational Linguistics27 citations Open access
Semantic Scholar
Cost-sensitive label embedding for multi-label classification
Kuan-Hao Huang, Hsuan-Tien Lin
2017Machine-mediated learning25 citations Open access
Semantic Scholar
DEGREE: A Data-Efﬁcient Generative Event Extraction Model
I-Hung Hsu, Kuan-Hao Huang, Elizabeth Boschee, Scott Miller +3 more
202124 citations
Semantic Scholar
DeepAL: Deep Active Learning in Python
Kuan-Hao Huang
2021arXiv.org24 citations
Semantic Scholar
ParaAMR: A Large-Scale Syntactically Diverse Paraphrase Dataset by AMR Back-Translation
Kuan-Hao Huang, Varun Iyer, I-Hung Hsu, Anoop Kumar +2 more
2023Annual Meeting of the Association for Computational Linguistics23 citations Open access
Semantic Scholar
Combination of feature engineering and ranking models for paper-author identification in KDD Cup 2013
Chun-Liang Li, Yu-Chuan Su, Ting-Wei Lin, Cheng-Hao Tsai +20 more
2013KDD Cup '1323 citations
Semantic Scholar
Event Detection from Social Media for Epidemic Prediction
Tanmay Parekh, Anh Mac, Jia-Rui Yu, Yuxuan Dong +7 more
2024North American Chapter of the Association for Computational Linguistics19 citations
Semantic Scholar
A Novel Uncertainty Sampling Algorithm for Cost-Sensitive Multiclass Active Learning
Kuan-Hao Huang, Hsuan-Tien Lin
2016Industrial Conference on Data Mining19 citations
Semantic Scholar
Understanding and Mitigating Spurious Correlations in Text Classification with Neighborhood Analysis
Oscar Chew, Hsuan-Tien Lin, Kai-Wei Chang, Kuan-Hao Huang
2023Findings17 citations Open access
Semantic Scholar
Contextual Label Projection for Cross-Lingual Structured Prediction
Tanmay Parekh, I-Hung Hsu, Kuan-Hao Huang, Kai-Wei Chang +1 more
2023North American Chapter of the Association for Computational Linguistics17 citations Open access
Semantic Scholar
Visually Descriptive Language Model for Vector Graphics Reasoning
Zhenhailong Wang, Joy Hsu, Xingyao Wang, Kuan-Hao Huang +3 more
2024Trans. Mach. Learn. Res.15 citations
Semantic Scholar
Event Extraction as Natural Language Generation
I-Hung Hsu, Kuan-Hao Huang, Elizabeth Boschee, Scott Miller +3 more
2021arXiv.org12 citations
Semantic Scholar
Linear Upper Confidence Bound Algorithm for Contextual Bandit Problem with Piled Rewards
Kuan-Hao Huang, Hsuan-Tien Lin
2016Pacific-Asia Conference on Knowledge Discovery and Data Mining12 citations
Semantic Scholar
Self-Augmentation Improves Zero-Shot Cross-Lingual Transfer
Fei Wang, Kuan-Hao Huang, Kai-Wei Chang, Muhao Chen
2023International Joint Conference on Natural Language Processing11 citations Open access
Semantic Scholar
JECL: Joint Embedding and Cluster Learning for Image-Text Pairs
Sean T. Yang, Kuan-Hao Huang, Bill Howe
2019International Conference on Pattern Recognition8 citations Open access
Semantic Scholar
From Papers to Panoramas: Building Hierarchies of Scientific Literature at Scale
Muhan Gao, Jash Shah, Wei-Qi Wang, Kuan-Hao Huang +1 more
20257 citations
Semantic Scholar
PIP: Parse-Instructed Prefix for Syntactically Controlled Paraphrase Generation
Yixin Wan, Kuan-Hao Huang, Kai-Wei Chang
2023Annual Meeting of the Association for Computational Linguistics7 citations Open access
Semantic Scholar
Unsupervised Syntactically Controlled Paraphrase Generation with Abstract Meaning Representations
Kuan-Hao Huang, Varun Iyer, Anoop Kumar, Sriram Venkatapathy +2 more
2022Conference on Empirical Methods in Natural Language Processing7 citations Open access
Semantic Scholar
ARMADA: Attribute-Based Multimodal Data Augmentation
Xiaomeng Jin, Jeonghwan Kim, Yu Zhou, Kuan-Hao Huang +3 more
2024Proceedings of the First Workshop on Advancing Natural Language Processing for Wikipedia6 citations
Semantic Scholar
Dynamic principal projection for cost-sensitive online multi-label classification
Hong-Min Chu, Kuan-Hao Huang, Hsuan-Tien Lin
2017Machine-mediated learning6 citations Open access
Semantic Scholar
Cost-Sensitive Reference Pair Encoding for Multi-Label Learning
Yao-Yuan Yang, Kuan-Hao Huang, C. Chang, Hsuan-Tien Lin
2016Pacific-Asia Conference on Knowledge Discovery and Data Mining5 citations Open access
Semantic Scholar
A Reevaluation of Event Extraction: Past, Present, and Future Challenges
Kuan-Hao Huang, I-Hung Hsu, Tanmay Parekh, Zhiyu Xie +5 more
2023arXiv.org4 citations
Semantic Scholar
Contextual Label Projection for Cross-Lingual Structure Extraction
Tanmay Parekh, I-Hung Hsu, Kuan-Hao Huang, Kai-Wei Chang +1 more
2023arXiv.org4 citations Open access
Semantic Scholar
A Simple and Unified Tagging Model with Priming for Relational Structure Predictions
I-Hung Hsu, Kuan-Hao Huang, Shuning Zhang, Wen-Huang Cheng +3 more
2022arXiv.org4 citations Open access
Semantic Scholar
MultiDEC: Multi-Modal Clustering of Image-Caption Pairs
Sean T. Yang, Kuan-Hao Huang, Bill Howe
2019arXiv.org4 citations
Semantic Scholar
Contrastive Visual Data Augmentation
Yu Zhou, Bing-Xuan Li, Mohan Tang, Xiaomeng Jin +5 more
2025International Conference on Machine Learning3 citations
Semantic Scholar
MIRACLE: An Online, Explainable Multimodal Interactive Concept Learning System
Ansel Blume, Khanh Duy Nguyen, Zhenhailong Wang, Yang-Yi Chen +26 more
2024ACM Multimedia3 citations
Semantic Scholar
Understanding and Mitigating Spurious Correlations in Text Classification
Oscar Chew, Kuan-Hao Huang, Kai-Wei Chang, Hsuan-Tien Lin
2023arXiv.org3 citations Open access
Semantic Scholar
Zero-Shot Cross-Lingual Sequence Tagging as Seq2Seq Generation for Joint Intent Classification and Slot Filling
Fei Wang, Kuan-Hao Huang, Anoop Kumar, A. Galstyan +2 more
2022MMNLU3 citations Open access
Semantic Scholar
GENEVA: Pushing the Limit of Generalizability for Event Argument Extraction with 100+ Event Types
Tanmay Parekh, I-Hung Hsu, Kuan-Hao Huang, Kai-Wei Chang +1 more
2022arXiv.org3 citations Open access
Semantic Scholar
FARM: Enhancing Molecular Representations with Functional Group Awareness
Thao Nguyen, Kuan-Hao Huang, Ge Liu, Martin Burke +2 more
2024Trans. Mach. Learn. Res.2 citations
Semantic Scholar
Learning Easily Updated General Purpose Text Representations with Adaptable Task-Specific Prefixes
Kuan-Hao Huang, L Tan, Rui Hou, Sinong Wang +2 more
2023Conference on Empirical Methods in Natural Language Processing0 citations Open access
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Detection and Mitigation of Political Bias in Natural Language Processing: A Literature Review
Neural Network, Zhuosheng Zhang, Yuwei Wu, Hai Zhao +16 more
20220 citations
Semantic Scholar
コスト考慮型多クラス能動学習のための新しい不確実性サンプリングアルゴリズム【Powered by NICT】
Kuan-Hao Huang, Hsuan-Tien Lin
20160 citations
Semantic Scholar
A Survey of Cross-Lingual Alignment: Definitions, Methods, Future
Multimodality, Jared D Subbiah, Prafulla Kaplan, A. Dhariwal +113 more
0 citations
Semantic Scholar
ACLED-DS: A Large Multilingual Expert-Annotated Event Dataset for the Real World
Ara-349 English, Spanish Portuguese Turkish bic, Ko-350 Burmese, Rean +183 more
0 citations
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