Bin Liang (梁 斌)'s Projects
Aspect-based sentiment analysis based on multi-attention CNN. Journal of Computer Research and Development
This code has been developed for detecting sentiment in videos using Convolutional Neural Network and Multiple Kernel Learning.
Multimodal Sarcasm Detection Dataset
A neural model for Chinese word segmentation
1. Use BERT, ALBERT and GPT2 as tensorflow2.0's layer. 2. Implement GCN, GAN, GIN and GraphSAGE based on message passing.
NLTK Data
PyTorch implementation for the Neuro-Symbolic Concept Learner (NS-CL).
Omniglot data set for one-shot learning
A Fast and Accurate One-Stage Approach to Visual Grounding, ICCV 2019 (Oral)
An Open-Source Framework for Prompt-Learning.
NAACL'2021: Factual Probing Is [MASK]: Learning vs. Learning to Recall
Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices)
This repository contains the code for "Exploiting Cloze Questions for Few-Shot Text Classification and Natural Language Inference"
Keras implementation of Phased LSTM [https://arxiv.org/abs/1610.09513]
Predicting Political Ideology of Twitter Users.
Plug and Play Language Model implementation. Allows to steer topic and attributes of GPT-2 models.
Few-shot classification in Named Entity Recognition Task
[WWW 2022] Zero-Shot Stance Detection via Contrastive Learning
Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)
Graph Convolutional Networks in PyTorch
PyTorch implementations of Generative Adversarial Networks.
🐥A PyTorch implementation of OpenAI's finetuned transformer language model with a script to import the weights pre-trained by OpenAI
📖The Big-&-Extending-Repository-of-Transformers: Pretrained PyTorch models for Google's BERT, OpenAI GPT & GPT-2, Google/CMU Transformer-XL.
Vision Transformer (ViT) in PyTorch
A simple tool to update bib entries with their official information (e.g., DBLP or the ACL anthology).
Simple Reinforcement learning tutorials