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Songlin Yang's Projects

storchastic icon storchastic

Stochastic Automatic Differentiation library for PyTorch.

structuredlm_rtdt icon structuredlm_rtdt

The official code for paper "R2D2: Recursive Transformer based on Differentiable Tree for Interpretable Hierarchical Language Modeling".

sustcsonglin_old.github.io icon sustcsonglin_old.github.io

:page_facing_up: Elegant & friendly homepage (bio, tech portfolio, resume, doc...) template with Markdown and VuePress

t2fw icon t2fw

Fine-Tuning Pre-trained Transformers into Decaying Fast Weights

tensor-fft icon tensor-fft

A implementation of an FFT algorithm targeting fp16 data to accelerate its processing by utilizing tensor cores

tn-lcfrs icon tn-lcfrs

Official Implementation of ACL2023: Unsupervised Discontinuous Constituency Parsing with Mildly Context-Sensitive Grammars

tn-pcfg icon tn-pcfg

source code of NAACL2021 "PCFGs Can Do Better: Inducing Probabilistic Context-Free Grammars with Many Symbols“ and ACL2021 main conference "Neural Bilexicalized PCFG Induction"

training-kit icon training-kit

Open source on demand courses and cheat sheets for Git and GitHub

triton icon triton

Development repository for the Triton language and compiler

udgn icon udgn

Code for Unsupervised Dependency Graph Network paper

zmsp icon zmsp

The Mingled Structured Predictor (Some tools for structured prediction, currently mainly for dependency parsing)

zoology icon zoology

Understand and test language model architectures on synthetic tasks.

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