A curated list of papers related to constrained decoding of LLM, along with their relevant code and resources.

Text2SQL-Eval is a Text-to-SQL evaluating component for LLM trained on an open-source training dataset.

SoTA LLM for converting natural language questions to SQL queries

Recipes to scale inference-time compute of open models

Official PyTorch implementation for ICLR2025 paper "Scaling up Masked Diffusion Models on Text"

[ICLR2025] DiffuGPT and DiffuLLaMA: Scaling Diffusion Language Models via Adaptation from Autoregressive Models

Scaling Pareto-Efficient Decision Making via Offline Multi-Objective RL, published in ICLR 2023

[NeurIPS 2024] Simple and Effective Masked Diffusion Language Model

Stable Video Diffusion Training Code and Extensions.

Learning Chow-Liu Trees from data

Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing

Multi-Objective Molecule Generation using Interpretable Substructures (ICML 2020)

Our own implementation of Neural Message Passing for Computer Vision paper

A curated collection of papers on probabilistic circuits, computational graphs encoding tractable probability distributions.

Compiled parser combinators and regular expressions in pure julia

A structured list of resources about Sum-Product Networks (SPNs)

Probabilistic Circuits from the Juice library

Logic Circuits from the Juice library

The Julia Programming Language

Tutorials given as one of the TAs for the class "Algorithm Design and Analysis" at Nanjing University

The ultimate Vim configuration (vimrc)

📓Solutions to Introduction to Algorithms

vim配置文件和插件(不再维护)

TinyXML2 is a simple, small, efficient, C++ XML parser that can be easily integrated into other programs.