Xiang Zhou Profile picture
Ph.D. student at UNC-NLP
Jul 1, 2022 8 tweets 5 min read
Happy to share our #NAACL2022 paper: “Masked Part-Of-Speech Model: Does Modeling Long Context Help Unsupervised POS-tagging?”

🐭MPoSM models long-term & bidirectional tag dependency.


w/ @byryuer @mohitban47

Join us in Seattle (oral session6B July12)
🧵 Image Previous Part-Of-Speech (POS) induction models usually assume certain independence assumptions (e.g., Markov, unidirectional, local dependency) that do not hold in real languages. For example, the subject-verb agreement can be both long-term and bidirectional. Image