Trinh Q. Tran's Projects
Aspect Based Sentiment Analysis
This is the model that categorizes which category a product_id belongs to. Using Efficientnet model combined with BERT.
Fine-tune GPTJ for text generation task
Fine-tuning (or training from scratch) the library models for language modeling on a text dataset for GPT, GPT-2, ALBERT, BERT, DitilBERT, RoBERTa, XLNet... GPT and GPT-2 are trained or fine-tuned using a causal language modeling (CLM) loss while ALBERT, BERT, DistilBERT and RoBERTa are trained or fine-tuned using a masked language modeling (MLM) loss.
Image Captioning with Encoder as Efficientnet and Decoder as Decoder of Transformer combined with the attention mechanism.
Unbiased Teacher for Semi-Supervised Object Detection
Config files for my GitHub profile.
This is a PyTorch implementation of the Transformer model in the paper Attention is All You Need