Publications of Yingji Zhang sorted by title
F
| Formal Semantic Controls over Language Models, , and , in: LREC-COLING, 2024 |
G
| Graph-Induced Syntactic-Semantic Spaces in Transformer-Based Variational AutoEncoders, , , , and , in: In Findings of the Association for Computational Linguistics: NAACL 2024, 2024 |
I
| Improving Semantic Control in Discrete Latent Spaces with Transformer Quantized Variational Autoencoders, , , , and , in: Findings of the 18th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2024), 2024 |
L
| LangVAE and LangSpace: Building and Probing for Language Model VAEs, , , and , in: Demonstration at the 2025 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2025 |
| Learning Disentangled Representations for Natural Language Definitions, , , and , in: In Findings of the European chapter of Association for Computational Linguistics, 2023 |
|
| Learning Disentangled Semantic Spaces of Explanations via Invertible Neural Networks, , and , in: The 62nd Annual Meeting of the Association for Computational Linguistics, 2024 |
| Learning to Disentangle Latent Reasoning Rules with Language VAEs: A Systematic Study, , , and , in: The 40th Annual AAAI Conference on Artificial Intelligence, 2026 |
N
| Nexus: An Omni-Perceptive And-Interactive Model for Language, Audio, And Vision, , , , , , , , , , , , , , , , , , and , in: ACM Multimedia, 2025 |
Q
| Quasi-symbolic Semantic Geometry over Transformer-based Variational AutoEncoders, , and , in: 29th Conference on Computational Natural Language Learning (nominated for a best paper award), 2025 |