| 2026 | SIGIR | Efficient LLM Adaptation for Opinion Knowledge Graph Construction: Lessons from the Telecom Industry. | Nai-Chi Yang, Yu-Ming Hsieh, Wei-Yun Ma, Kuo-Wei Chang |
| 2025 | ICLR | Not All LLM-Generated Data Are Equal: Rethinking Data Weighting in Text Classification. | Hsun-Yu Kuo, Yin-Hsiang Liao, Yu-Chieh Chao, Wei-Yun Ma, Pu-Jen Cheng |
| 2024 | COLING | Automatic Construction of a Chinese Review Dataset for Aspect Sentiment Triplet Extraction via Iterative Weak Supervision. | Chia-Wen Lu, Ching-Wen Yang, Wei-Yun Ma |
| 2024 | NAACL | Generating Attractive and Authentic Copywriting from Customer Reviews. | Yu-Xiang Lin, Wei-Yun Ma |
| 2024 | NAACL | Plug-in Language Model: Controlling Text Generation with a Simple Regression Model. | Nai-Chi Yang, Wei-Yun Ma, Pu-Jen Cheng |
| 2021 | ACL | H-FND: Hierarchical False-Negative Denoising for Distant Supervision Relation Extraction. | Jhih-wei Chen, Tsu-Jui Fu, Chen-Kang Lee, Wei-Yun Ma |
| 2020 | AAAI | Relation Extraction Exploiting Full Dependency Forests. | Lifeng Jin, Linfeng Song, Yue Zhang, Kun Xu, Wei-Yun Ma, Dong Yu |
| 2020 | AAAI | Why Attention? Analyze BiLSTM Deficiency and Its Remedies in the Case of NER. | Peng-Hsuan Li, Tsu-Jui Fu, Wei-Yun Ma |
| 2020 | AMTA | Phrase-level System Combination for Machine Translation Based on Target-to-Target Decoding. | Wei-Yun Ma, Kathleen R. McKeown |
| 2020 | LREC | CA-EHN: Commonsense Analogy from E-HowNet. | Peng-Hsuan Li, Tsan-Yu Yang, Wei-Yun Ma |
| 2020 | LREC | Headword-Oriented Entity Linking: A Special Entity Linking Task with Dataset and Baseline. | Mu Yang, Chi-Yen Chen, Yi-Hui Lee, Qian-hui Zeng, Wei-Yun Ma, Chen-Yang Shih, Wei-Jhih Chen |
| 2020 | SIGdial | Semantic Guidance of Dialogue Generation with Reinforcement Learning. | Cheng-Hsun Hsueh, Wei-Yun Ma |
| 2019 | ACL | GraphRel: Modeling Text as Relational Graphs for Joint Entity and Relation Extraction. | Tsu-Jui Fu, Peng-Hsuan Li, Wei-Yun Ma |
| 2019 | NAACL | iComposer: An Automatic Songwriting System for Chinese Popular Music. | Hsin-Pei Lee, Jhih-Sheng Fang, Wei-Yun Ma |
| 2018 | EMNLP | Speed Reading: Learning to Read ForBackward via Shuttle. | Tsu-Jui Fu, Wei-Yun Ma |
| 2018 | LREC | Word Embedding Evaluation Datasets and Wikipedia Title Embedding for Chinese. | Chi-Yen Chen, Wei-Yun Ma |
| 2018 | LREC | Extended HowNet 2.0 - An Entity-Relation Common-Sense Representation Model. | Wei-Yun Ma, Yueh-Yin Shih |
| 2017 | EACL | Integrating Semantic Knowledge into Lexical Embeddings Based on Information Content Measurement. | Hsin-Yang Wang, Wei-Yun Ma |
| 2017 | EMNLP | Leveraging Linguistic Structures for Named Entity Recognition with Bidirectional Recursive Neural Networks. | Peng-Hsuan Li, Ruo-Ping Dong, Yu-Siang Wang, Ju-Chieh Chou, Wei-Yun Ma |
| 2017 | IJCNLP | CKIP at IJCNLP-2017 Task 2: Neural Valence-Arousal Prediction for Phrases. | Peng-Hsuan Li, Wei-Yun Ma, Hsin-Yang Wang |
| 2017 | IJCNLP | Guess What: A Question Answering Game via On-demand Knowledge Validation. | Yu-Sheng Li, Chien-Hui Tseng, Chian-Yun Huang, Wei-Yun Ma |
| 2017 | WWW | IExM: Information Extraction System for Movies. | Peng-Yu Chen, Yi-Hui Lee, Yueh-Han Wu, Wei-Yun Ma |
| 2015 | EMNLP | System Combination for Machine Translation through Paraphrasing. | Wei-Yun Ma, Kathleen R. McKeown |
| 2013 | NAACL | Using a Supertagged Dependency Language Model to Select a Good Translation in System Combination. | Wei-Yun Ma, Kathleen R. McKeown |
| 2009 | ACL | Where's the Verb? Correcting Machine Translation During Question Answering. | Wei-Yun Ma, Kathy McKeown |
| 2009 | ACL | Who, What, When, Where, Why? Comparing Multiple Approaches to the Cross-Lingual 5W Task. | Kristen Parton, Kathleen R. McKeown, Bob Coyne, Mona T. Diab, Ralph Grishman, Dilek Hakkani-Tr, Mary P. Harper, Heng Ji, Wei-Yun Ma, Adam Meyers, Sara Stolbach, Ang Sun, Gkhan Tr, Wei Xu, Sibel Yaman |
| 2006 | LREC | Uniform and Effective Tagging of a Heterogeneous Giga-word Corpus. | Wei-Yun Ma, Chu-Ren Huang |
| 2006 | PACLIC | Knowledge-Rich Approach to Automatic Grammatical Information Acquisition: Enriching Chinese Sketch Engine with a Lexical Grammar. | Chu-Ren Huang, Wei-Yun Ma, Yi-Ching Wu, Chih-Ming Chiu |
| 2002 | COLING | Unknown Word Extraction for Chinese Documents. | Keh-Jiann Chen, Wei-Yun Ma |