renll

StateNet

[EMNLP 2018] Towards Universal Dialogue State Tracking

SeqBoat

[NeurIPS 2023] Sparse Modular Activation for Efficient Sequence Modeling

ComerNet

[EMNLP 2019] Scalable and Accurate Dialogue State Tracking via Hierarchical Sequence Generation

SparseLT

[EMNLP 2022] Language Model Pre-Training with Sparse Latent Typing

HySPA

[ACL 2021 Findings] HySPA: Hybrid Span Generation for Scalable Text-to-Graph Extraction

RSAM

Recurrent Soft Attention Model

rongba

Source code for the course project "RoNGBa: A Robustly Optimized Natural Gradient Boosting Training Approach with Leaf Number Clipping"

al-folio

A beautiful, simple, clean, and responsive Jekyll theme for academics

apex

A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

benchmarks

A benchmark framework for Tensorflow

bert

TensorFlow code and pre-trained models for BERT

C-PMI

[ACL 2023 DialDoc] C-PMI: Conditional Pointwise Mutual Information for Turn-level Dialogue Evaluation

bert4keras

keras implement of transformers for humans

IPP

Project Digital Recognition for SJTU IPP

MonoDemand

Transferable Joint Demand Estimation and Revenue Maximization with Monotonic Neural Network

pytorch-pretrained-BERT

📖The Big-&-Extending-Repository-of-Transformers: Pretrained PyTorch models for Google's BERT, OpenAI GPT & GPT-2, Google/CMU Transformer-XL.

renll.github.io

renll_bak.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

shogun

The Shogun Machine Learning Toolbox (Source Code)

tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

tensorflow

Computation using data flow graphs for scalable machine learning

trade-dst

Source code for transferable dialogue state generator (TRADE, Wu et al., 2019). https://arxiv.org/abs/1905.08743

xformers_a100

Hackable and optimized Transformers building blocks, supporting a composable construction.