Grammar-Aligned Decoding
cs.AI, cs.CL, cs.LG
Submitted: 2024-05-31
Updated: 2026-09-02
Code: https://github.com/ebmoon/transformers-GAD
Terminology
Sources
- Guided Open Vocabulary Image Captioning with Constrained Beam Search
- CodePAD: Sequence-based Code Generation with Pushdown Automaton
- Lexically Constrained Decoding for Sequence Generation Using Grid Beam Search
- Mistral 7B
- Constrained Decoding for Fill-in-the-Middle Code Language Models via Efficient Left and Right Quotienting of Context-Sensitive Grammars
- Synchromesh: Reliable code generation from pre-trained language models
- Fast Lexically Constrained Decoding with Dynamic Beam Allocation for Neural Machine Translation
- Constrained Language Models Yield Few-Shot Semantic Parsers
- Zero and Few-shot Semantic Parsing with Ambiguous Inputs
- SynCode: LLM Generation with Grammar Augmentation
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