NL4Opt Competition: Formulating Optimization Problems Based on Their
Natural Language Descriptions

NL4Opt Competition: Formulating Optimization Problems Based on Their Natural Language Descriptions

14 March 2023

Rindranirina Ramamonjison

Giuseppe Carenini

Mahdi Mostajabdaveh

Amin Banitalebi-Dehkordi

Yong Zhang

Papers citing "NL4Opt Competition: Formulating Optimization Problems Based on Their Natural Language Descriptions"

10 / 10 papers shown

Title
Optimization Problem Solving Can Transition to Evolutionary Agentic Workflows Wenhao Li Bo Jin Mingyi Hong Changhong Lu Xiangfeng Wang 48 0 0 07 May 2025
OptimAI: Optimization from Natural Language Using LLM-Powered AI Agents Raghav Thind Youran Sun Ling Liang Haizhao Yang LLMAG 36 0 0 23 Apr 2025
CO-Bench: Benchmarking Language Model Agents in Algorithm Search for Combinatorial Optimization Weiwei Sun Shengyu Feng Shanda Li Yiming Yang LLMAG 45 1 0 06 Apr 2025
Decision Information Meets Large Language Models: The Future of Explainable Operations Research Yansen Zhang Qingcan Kang Wing-Yin Yu Hailei Gong Xiaojin Fu Xiongwei Han Tao Zhong Chen Ma OffRL 57 1 0 14 Feb 2025
BPP-Search: Enhancing Tree of Thought Reasoning for Mathematical Modeling Problem Solving Teng Wang Wing-Yin Yu Zhenqi He Zehua Liu Xiongwei Han ... Han Wu Wei Shi Ruifeng She Fangzhou Zhu Tao Zhong AIMat OffRL LRM 80 3 0 26 Nov 2024
LLMOPT: Learning to Define and Solve General Optimization Problems from Scratch Caigao Jiang Xiang Shu Hong Qian Xingyu Lu Jun-ping Zhou Aimin Zhou Yang Yu 39 1 0 17 Oct 2024
OptiMUS-0.3: Using Large Language Models to Model and Solve Optimization Problems at Scale Ali AhmadiTeshnizi Wenzhi Gao Herman Brunborg Shayan Talaei Connor Lawless Madeleine Udell 42 4 0 29 Jul 2024
From Large Language Models and Optimization to Decision Optimization CoPilot: A Research Manifesto Segev Wasserkrug Léonard Boussioux D. Hertog F. Mirzazadeh Ilker Birbil Jannis Kurtz Donato Maragno LLMAG 43 3 0 26 Feb 2024
Holy Grail 2.0: From Natural Language to Constraint Models Dimosthenis C. Tsouros Hélène Verhaeghe Serdar Kadiouglu Tias Guns 29 12 0 03 Aug 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 40 31 0 30 Sep 2022