Publications
ICLR • Apr 2025
Is language modeling sufficient for accurate unsupervised parsing? No, sentence-level semantic information greatly contribute to robust and accurate parsing.
AAAI • Feb 2025
Proper prosody modeling helps with speech intelligibility.
Findings of ACL • Aug 2024
Does neural similarity capture substring-level semantic similarity? Not necessarily, substring-frequency among paraphrases might be a better choice.
NAACL • Jun 2024
A better LM-based mutual information estimate helps with dependency parsing, though the MI estimate often ignore import syntactic information.
Journal of Natural Language Processing • Sep 2022
This comment investigates the correlation between syntactic and semantic dependencies in semantic role labeling.
Modeling Syntactic-Semantic Dependency Correlations in Semantic Role Labeling Using Mixture Models
OralACL • May 2022
How will syntax better help semantic parsing? Just separately model the semantic dependency per syntactic pattern and cluster the pattern using variational inference.
Interspeech • Sep 2021
Presents an improved StarGAN architecture for emotional voice conversion. Two stage training helps with StarGAN generation quality.
NLP-COVID Workshop @ EMNLP • Nov 2020
This paper describes a large-scale system for aggregating worldwide information about the COVID-19 pandemic.
Frontiers in Artificial Intelligence • Feb 2019
This journal article details a pattern-based approach for named entity recognition in Chinese medical imaging reports.
SETE@ICWL • Sep 2018
This paper presents a bibliometric analysis of the research landscape in Technology Enhanced Language Learning (TELL).