Linlu Qiu
2 papers ยท Latest:
Natural Language Processing
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.
2605.10938
Natural Language ProcessingImplicit 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.
2605.05197
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