constrained-decoding

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parkervg / blendsql

Query language for blending SQL and LLMs across structured + unstructured data, with constrained decoding.

python nlp natural-language-processing sql question-answering query-language symbolic-ai constrained-decoding llm structured-generation

Updated Apr 28, 2025
Python

Code for paper "Extract, Denoise and Enforce: Evaluating and Improving Concept Preservation for Text-to-Text Generation" EMNLP 2021 and "Constrained Abstractive Summarization: Preserving Factual Consistency with Constrained Generation" arXiv 2020

text-generation abstractive-summarization question-generation lexical-constraints constrained-decoding

Updated Feb 15, 2022
Python

AidanCooper / constrained-decoding

Star

A guide to structured generation using constrained decoding

nlp generative-model constrained-decoding large-language-models structured-generation sglang

Updated Jun 9, 2024
Jupyter Notebook

parkervg / grammar-guide

Star

Speculative grammar backtracking algorithm for LLM decoding conforming to some lark context-free grammar (CFG)

context-free-grammar lark-parser constrained-decoding llm structured-generation

Updated Oct 16, 2024
Python

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