Grammar-Aligned Decoding

Grammar-Aligned Decoding

31 May 2024

Taylor Berg-Kirkpatrick

Nadia Polikarpova

Papers citing "Grammar-Aligned Decoding"

10 / 10 papers shown

Title
Syntactic and Semantic Control of Large Language Models via Sequential Monte Carlo João Loula Benjamin LeBrun Li Du Ben Lipkin Clemente Pasti ... Ryan Cotterel Vikash K. Mansinghka Alexander K. Lew Tim Vieira Timothy J. O'Donnell 32 1 0 17 Apr 2025
Fast Controlled Generation from Language Models with Adaptive Weighted Rejection Sampling Benjamin Lipkin Benjamin LeBrun Jacob Hoover Vigly João Loula David R. MacIver ... Ryan Cotterell Vikash K. Mansinghka Timothy J. O'Donnell Alexander K. Lew Tim Vieira 24 0 0 07 Apr 2025
Semantic Integrity Constraints: Declarative Guardrails for AI-Augmented Data Processing Systems Alexander W. Lee Justin Chan Michael Fu Nicolas Kim Akshay Mehta Deepti Raghavan Ugur Cetintemel 29 0 0 01 Mar 2025
Mind the Data Gap: Bridging LLMs to Enterprise Data Integration Moe Kayali Fabian Wenz Nesime Tatbul Çağatay Demiralp 44 2 0 31 Dec 2024
Controllable Generation via Locally Constrained Resampling Kareem Ahmed Kai-Wei Chang Guy Van den Broeck 13 0 0 17 Oct 2024
Grammar-based Game Description Generation using Large Language Models Tsunehiko Tanaka Edgar Simo-Serra 43 2 0 24 Jul 2024
Constrained Decoding for Code Language Models via Efficient Left and Right Quotienting of Context-Sensitive Grammars Daniel Melcer Nathan Fulton Sanjay Krishna Gouda Haifeng Qian 23 2 0 28 Feb 2024
Diffusion-LM Improves Controllable Text Generation Xiang Lisa Li John Thickstun Ishaan Gulrajani Percy Liang Tatsunori B. Hashimoto AI4CE 166 768 0 27 May 2022
PICARD: Parsing Incrementally for Constrained Auto-Regressive Decoding from Language Models Torsten Scholak Nathan Schucher Dzmitry Bahdanau 146 373 0 10 Sep 2021
Constrained Language Models Yield Few-Shot Semantic Parsers Richard Shin C. H. Lin Sam Thomson Charles C. Chen Subhro Roy Emmanouil Antonios Platanios Adam Pauls Dan Klein J. Eisner Benjamin Van Durme 290 196 0 18 Apr 2021