Yoon Kim
4 papers · Latest:
ELF: Embedded Language Flows
ELF proposes a continuous diffusion model for language, leveraging flow matching in embedding space to achieve superior generation quality with fewer steps.
Implicit Representations of Grammaticality in Language Models
Language models implicitly learn a distinct sense of grammaticality in their internal layers, separate from mere string probability, as revealed by a linear probe.
Parallel-SFT: Improving Zero-Shot Cross-Programming-Language Transfer for Code RL
Parallel-SFT improves zero-shot cross-programming-language transfer for code RL by using parallel programs in SFT, leading to better generalization to unseen PLs.
Convolutional Neural Networks for Sentence Classification
This paper demonstrates that simple convolutional neural networks using pre-trained word vectors can achieve state-of-the-art results on various sentence classification tasks.
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