Yingji Zhang
9 papers · 2023–2026 · 7 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (6) π Cross-Pollinator (13) πΊοΈ Taxonomy Completionist (15)
π
Keyword Champion
(2)
Conferences
ACL (2)
EACL (2)
AAAI (1)
COLING (1)
CONLL (1)
EMNLP (1)
NAACL (1)
Top co-authors
Keywords
variational autoencoder
(7)
latent space
(4)
formal semantics
(3)
disentangled representation
(3)
semantic disentanglement
(2)
semantic geometry
(2)
sentence representation
(2)
vector quantization
(1)
semantic structure
(1)
generative model
(1)
latent representation
(1)
language model
(1)
text embedding
(1)
flow-based model
(1)
semantic control
(1)
controllable text generation
(1)
probing method
(1)
probe algorithm
(1)
invertible neural network
(1)
discrete latent space
(1)
Papers
Learning to Disentangle Latent Reasoning Rules with Language VAEs: A Systematic Study
AAAI 2026
Quasi-symbolic Semantic Geometry over Transformer-based Variational AutoEncoder
ACL 2025
LangVAE and LangSpace: Building and Probing for Language Model VAEs
EMNLP 2025
Quasi-symbolic Semantic Geometry over Transformer-based Variational AutoEncoder
CONLL 2025
Learning Disentangled Semantic Spaces of Explanations via Invertible Neural Networks
ACL 2024
Formal Semantic Controls over Language Models
COLING 2024
Improving Semantic Control in Discrete Latent Spaces with Transformer Quantized Variational Autoencoders
EACL 2024
Graph-Induced Syntactic-Semantic Spaces in Transformer-Based Variational AutoEncoders
NAACL 2024
Learning Disentangled Representations for Natural Language Definitions
EACL 2023