Towards Unsupervised Content Disentanglement in Sentence Representations via Syntactic Roles

22 June 2022

Papers citing "Towards Unsupervised Content Disentanglement in Sentence Representations via Syntactic Roles"

7 / 7 papers shown

Title
LangVAE and LangSpace: Building and Probing for Language Model VAEs Danilo S. Carvalho Yingji Zhang Harriet Unsworth André Freitas 36 0 0 29 Mar 2025
Improving Semantic Control in Discrete Latent Spaces with Transformer Quantized Variational Autoencoders Yingji Zhang Danilo S. Carvalho Marco Valentino Ian Pratt-Hartmann André Freitas DRL 43 5 0 01 Feb 2024
Learning Disentangled Semantic Spaces of Explanations via Invertible Neural Networks Yingji Zhang Danilo S. Carvalho André Freitas DRL 24 7 0 02 May 2023
Formal Semantic Geometry over Transformer-based Variational AutoEncoder Yingji Zhang Danilo S. Carvalho Ian Pratt-Hartmann André Freitas 16 4 0 12 Oct 2022
Exploiting Inductive Bias in Transformers for Unsupervised Disentanglement of Syntax and Semantics with VAEs G. Felhi Joseph Le Roux Djamé Seddah DRL 21 2 0 12 May 2022
Generating Syntactically Controlled Paraphrases without Using Annotated Parallel Pairs Kuan-Hao Huang Kai-Wei Chang 148 68 0 26 Jan 2021
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 214 7,923 0 17 Aug 2015