Holy Grail 2.0: From Natural Language to Constraint Models

Holy Grail 2.0: From Natural Language to Constraint Models

3 August 2023

Dimosthenis C. Tsouros

Hélène Verhaeghe

Serdar Kadiouglu

Papers citing "Holy Grail 2.0: From Natural Language to Constraint Models"

12 / 12 papers shown

Title
Optimization Problem Solving Can Transition to Evolutionary Agentic Workflows Wenhao Li Bo Jin Mingyi Hong Changhong Lu Xiangfeng Wang 44 0 0 07 May 2025
CHORUS: Zero-shot Hierarchical Retrieval and Orchestration for Generating Linear Programming Code Tasnim Ahmed Salimur Choudhury 20 0 0 02 May 2025
Text2Zinc: A Cross-Domain Dataset for Modeling Optimization and Satisfaction Problems in MiniZinc Akash Singirikonda Serdar Kadioglu Karthik Uppuluri 38 0 0 22 Feb 2025
Automatic Feature Learning for Essence: a Case Study on Car Sequencing Alessio Pellegrino Ozgur Akgun Nguyen Dang Z. Kiziltan Ian Miguel 16 0 0 23 Sep 2024
Combining Constraint Programming Reasoning with Large Language Model Predictions Florian Régin Elisabetta De Maria Alexandre Bonlarron 51 2 0 18 Jul 2024
From Large Language Models and Optimization to Decision Optimization CoPilot: A Research Manifesto S. Wasserkrug Léonard Boussioux D. Hertog F. Mirzazadeh Ilker Birbil Jannis Kurtz Donato Maragno LLMAG 24 3 0 26 Feb 2024
"I Want It That Way": Enabling Interactive Decision Support Using Large Language Models and Constraint Programming Connor Lawless Jakob Schoeffer Lindy Le Kael Rowan Shilad Sen Cristina St. Hill Jina Suh Bahar Sarrafzadeh 33 8 0 12 Dec 2023
NL4Opt Competition: Formulating Optimization Problems Based on Their Natural Language Descriptions Rindranirina Ramamonjison Timothy T. Yu Raymond Li Haley Li Giuseppe Carenini ... Shiqi He Mahdi Mostajabdaveh Amin Banitalebi-Dehkordi Zirui Zhou Yong Zhang 23 33 0 14 Mar 2023
Augmenting Operations Research with Auto-Formulation of Optimization Models from Problem Descriptions Rindranirina Ramamonjison Haley Li Timothy T. Yu Shiqi He Vishnu Rengan Amin Banitalebi-Dehkordi Zirui Zhou Yong Zhang 31 30 0 30 Sep 2022
A Systematic Evaluation of Large Language Models of Code Frank F. Xu Uri Alon Graham Neubig Vincent J. Hellendoorn ELM ALM 202 624 0 26 Feb 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 315 8,261 0 28 Jan 2022
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 278 3,784 0 18 Apr 2021