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Songlin Yang's Projects

pointer-net-for-nested icon pointer-net-for-nested

The official implementation of ACL2022``Bottom-Up Constituency Parsing and Nested Named Entity Recognition with Pointer Networks''

pytorch-struct icon pytorch-struct

Fast, general, and tested differentiable structured prediction in PyTorch

rbn icon rbn

Recursive Bayesian Networks

rwkv-cuda icon rwkv-cuda

The CUDA version of the RWKV language model ( https://github.com/BlinkDL/RWKV-LM )

safari icon safari

Convolutions for Sequence Modeling

shtthesis icon shtthesis

An unofficial LaTeX thesis template for ShanghaiTech University.

sona icon sona

Spark On Angel, arming Spark with a powerful Parameter Server, which enable Spark to train very big models

span-based-dependency-parsing icon span-based-dependency-parsing

Source code of ACL2022 "Headed-Span-Based Projective Dependency Parsing" and "Combining (second-order) graph-based and headed-span-based projective dependency parsing

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".

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-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

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