Xiangheng He
6 papers · 2021–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(23)
Top co-authors
Research topics
Machine Learning
(6)
Natural Language Processing
(4)
Learning Types · Machine Learning
(4)
Understanding
(4)
Deep Learning
(3)
Speech & Audio
(2)
Applications
(2)
Bayesian & Probabilistic
(2)
Core Methods
(2)
Learning Types · Deep Learning
(2)
Synthesis
(2)
Interdisciplinary
(1)
Analysis
(1)
Application Areas
(1)
Linguistics
(1)
Keywords
constituency parsing
(2)
unsupervised parsing
(2)
dependency parsing
(2)
unsupervised learning
(2)
speech synthesis
(1)
syntactic parsing
(1)
semantic role labeling
(1)
part-of-speech tagging
(1)
flow matching
(1)
conditional mutual information
(1)
speech intelligibility
(1)
semantic information
(1)
mixture model
(1)
language model
(1)
generative adversarial network
(1)
probabilistic context-free grammar
(1)
text-to-speech synthesis
(1)
syntactic dependency
(1)
word sequence
(1)
multilingual parsing
(1)
Papers
Improving Unsupervised Constituency Parsing via Maximizing Semantic Information
ICLR 2025
ProsodyFM: Unsupervised Phrasing and Intonation Control for Intelligible Speech Synthesis
AAAI 2025
Language Model Based Unsupervised Dependency Parsing with Conditional Mutual Information and Grammatical Constraints
NAACL 2024
Unsupervised Parsing by Searching for Frequent Word Sequences among Sentences with Equivalent Predicate-Argument Structures
ACL 2024
Modeling Syntactic-Semantic Dependency Correlations in Semantic Role Labeling Using Mixture Models
ACL 2022
An Improved StarGAN for Emotional Voice Conversion: Enhancing Voice Quality and Data Augmentation
Interspeech 2021