Papers by Harriet Unsworth
LangVAE and LangSpace: Building and Probing for Language Model VAEs (2025.emnlp-demos)
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| Challenge: | a novel framework for modular construction of variational autoencoders (VAEs) on pre-trained large language models (LLMs) is presented. |
| Approach: | They propose a modular framework for variational autoencoders on top of pre-trained large language models. |
| Outcome: | The proposed framework can encode pre-trained language models into more compact and semantically disentangled representations. |