Longfei Yang's repositories
llm-twin-course
๐ค ๐๐ฒ๐ฎ๐ฟ๐ป for ๐ณ๐ฟ๐ฒ๐ฒ how to ๐ฏ๐๐ถ๐น๐ฑ an end-to-end ๐ฝ๐ฟ๐ผ๐ฑ๐๐ฐ๐๐ถ๐ผ๐ป-๐ฟ๐ฒ๐ฎ๐ฑ๐ ๐๐๐ & ๐ฅ๐๐ ๐๐๐๐๐ฒ๐บ using ๐๐๐ ๐ข๐ฝ๐ best practices: ~ ๐ด๐ฐ๐ถ๐ณ๐ค๐ฆ ๐ค๐ฐ๐ฅ๐ฆ + 11 ๐ฉ๐ข๐ฏ๐ฅ๐ด-๐ฐ๐ฏ ๐ญ๐ฆ๐ด๐ด๐ฐ๐ฏ๐ด
Awesome-LLM-Long-Context-Modeling
๐ฐ Must-read papers and blogs on LLM based Long Context Modeling ๐ฅ
chat_prompt_templates
Collection of Basic Prompt Templates for Various Chat LLMs (Chat LLM ็ๅบ็กๆ็คบๆจกๆฟ้ๅ)
TCL-MAP
TCL-MAP is a powerful method for multimodal intent recognition (AAAI 2024)
Large-Audio-Models
Keep track of big models in audio domain, including speech, singing, music etc.
MLCSG-ACL2020
Source code of paper "Modeling Long Context for Task-Oriented Dialogue State Generation" , ACL 2020
bert-dst
BERT-DST: Scalable End-to-End Dialogue State Tracking with Bidirectional Encoder Representations from Transformer
modified-bAbI-dialog-tasks
Dataset for 'Learning End-to-End Goal-Oriented Dialog with maximal User task success and minimal Human Agent use' - TACL, ACL 2019 oral presentation
trade-dst
Source code for transferable dialogue state generator (TRADE, Wu et al., 2019). https://arxiv.org/abs/1905.08743
AdversarialNetsPapers
The classical paper list with code about generative adversarial nets
MLDG
The demo code for the MLDG paper "Learning to Generalize: Meta-Learning for Domain Generalization", https://arxiv.org/abs/1710.03463, https://arxiv.org/pdf/1710.03463.pdf
deep-learning-drizzle
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
glad
Global-Locally Self-Attentive Dialogue State Tracker
Mem2Seq
Mem2Seq: Effectively Incorporating Knowledge Bases into End-to-End Task-Oriented Dialog Systems
gifcurry
:point_right: Your open source video to GIF maker built with Haskell.
generative-models
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
multi-domain-belief-tracking
The implementation of the model proposed in the Large-Scale Multi-Domain Belief Tracking with Knowledge Sharing paper
relational-rnn-pytorch
An implementation of DeepMind's Relational Recurrent Neural Networks in PyTorch.
Automatic_Speech_Recognition
End-to-end Automatic Speech Recognition for Madarian and English in Tensorflow
NCRFpp
NCRF++, an Open-source Neural Sequence Labeling Toolkit. It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.
warp-ctc
Pytorch Bindings for warp-ctc
espnet
End-to-End Speech Processing Toolkit
Alibaba-MIT-Speech
Alibaba speech technology
speech-to-text-wavenet
Speech-to-Text-WaveNet : End-to-end sentence level English speech recognition based on DeepMind's WaveNet and tensorflow
lemniscate.pytorch
Unsupervised Feature Learning via Non-parametric Instance-level Discrimination
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
nabu
Code for end-to-end ASR with neural networks, build with TensorFlow