Huang-Cheng Chou's Projects
Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析,使用PyTorch实现。
Reproducing the results of the influential paper "On The Convergence of ADAM And Beyond."
The Python Dict that's better than heroin.
Additive margin softmax loss in pytorch
Brazilian Portuguese affective dictionary based on the LIWC 2015 English dictionary.
Ordinal annotation of affect
Simple Tensorflow implementation of "On the Convergence of Adam and Beyond" (ICLR 2018)
[TPAMI 2021] Adversarial Reciprocal Points Learning for Open Set Recognition
Code for the Interspeech 2021 paper "AST: Audio Spectrogram Transformer".
All about attention in neural networks. Soft attention, attention maps, local and global attention and multi-head attention.
Utils and data sets for audio and PyTorch
Code for Chinese LIWC Lexicon Expansion via Hierarchical Classification of Word Embeddings with Sememe Attention (AAAI18)
Baseline scripts for the Audio/Visual Emotion Challenge 2019
Code to accompany the paper 'Improving model calibration with accuracy versus uncertainty optimization'.
bert nlp papers, applications and github resources , BERT 相关论文和 github 项目
This repo includes ChatGPT promt curation to use ChatGPT better.
Rough list of my favorite deep learning resources, useful for revisiting topics or for reference. I have got through all of the content listed there, carefully.
A reading list of top Conferences & Journals, focused on facial expression recognition (FER)
A curated list of awesome datasets with human label variation (un-aggregated labels) in Natural Language Processing and Computer Vision, accompanying The 'Problem' of Human Label Variation: On Ground Truth in Data, Modeling and Evaluation (EMNLP 2022)
Adaptive Experimentation Platform
The bAbI question-answering dataset ported into T2T.
Mapping a variable-length sentence to a fixed-length vector using BERT model
Pytorch implementation of "Block Recurrent Transformers" (Hutchins & Schlag et al., 2022)
Public repo for HF blog posts
Code for the paper: "On the Bottleneck of Graph Neural Networks and Its Practical Implications"
Training quantile models
A pseudo project to store the wiki for the cheerp project
Annotator for Chinese Text Corpus (UNDER DEVELOPMENT) 中文文本标注工具