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cs.CL2026
SemBlock: Semantic Boundary Dynamic Blocks for Diffusion LLMs
Xinrui Song, Zhuoran Wang, Mingju Gao +1
Diffusion language models (DLMs) generate text through iterative denoising, and blockwise decoding improves their practicality by committing tokens in local blocks. However, existi…
cs.CL2018
Learning to Generate Structured Queries from Natural Language with Indirect Supervision
Ziwei Bai, Bo Yu, Bowen Wu +2
Generating structured query language (SQL) from natural language is an emerging research topic. This paper presents a new learning paradigm from indirect supervision of the answers…