Yu Zhang

parser. :rocket: State-of-the-art parsers for natural language.

SoTu. A flask-based cbir system

crfpar. [ACL'20, IJCAI'20] Code for "Efficient Second-Order TreeCRF for Neural Dependency Parsing" and "Fast and Accurate Neural CRF Constituency Parsing".

crfsrl. [COLING'22] Code for "Semantic Role Labeling as Dependency Parsing: Exploring Latent Tree Structures Inside Arguments".

post. Several models for POS Tagging

ctc-copy. [EMNLP'23] Code for "Non-autoregressive Text Editing with Copy-aware Latent Alignments".

master-thesis. 基于树形条件随机场的高阶句法分析

tagger. Sequence Labeling models

Algorithms. Java

CRF. Conditional Random Field

pytorch-struct. Fast, general, and tested differentiable structured prediction in PyTorch

yzhangcs.github.io. CSS

foundation-model-stack. 🚀 Collection of components for development, training, tuning, and inference of foundation models leveraging PyTorch native components.

triton-transformer. Implementation of a Transformer, but completely in Triton

linear_cross_entropy_loss. A fusion of a linear layer and a cross entropy loss, written for pytorch in triton.

stickbreaking-attention. Stick-breaking attention

mamba. Mamba SSM architecture

quack. A Quirky Assortment of CuTe Kernels

datasets. 🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

Combo. C++ Library

HMM. Hidden Markov Model