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Hi 👋

My name is Bin Liang!

I am a Postdoctoral Fellow working on research related to NLP and machine learning.

  • 👨🏼‍🎓 I got my doctorate from Harbin Institute of Technology, Shenzhen, China.
  • 📚️ My current research interests include natural language processing, sentiment analysis, multimodal learning, and machine learning.
  • 📃 I have published more than 30 papers with top conferences and journals, such as ACL, EMNLP, WWW, SIGIR, ACM TOIS, IEEE TAC, etc.
  • 📫 Please visit my personal website for complete background and contact.

Bin Liang (梁 斌)'s Projects

multi-attention-cnn-absc icon multi-attention-cnn-absc

Aspect-based sentiment analysis based on multi-attention CNN. Journal of Computer Research and Development

multimodal-sentiment-detection icon multimodal-sentiment-detection

This code has been developed for detecting sentiment in videos using Convolutional Neural Network and Multiple Kernel Learning.

mustard icon mustard

Multimodal Sarcasm Detection Dataset

nlpgnn icon nlpgnn

1. Use BERT, ALBERT and GPT2 as tensorflow2.0's layer. 2. Implement GCN, GAN, GIN and GraphSAGE based on message passing.

omniglot icon omniglot

Omniglot data set for one-shot learning

optiprompt icon optiprompt

NAACL'2021: Factual Probing Is [MASK]: Learning vs. Learning to Recall

paddleocr icon paddleocr

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)

pet icon pet

This repository contains the code for "Exploiting Cloze Questions for Few-Shot Text Classification and Natural Language Inference"

pplm icon pplm

Plug and Play Language Model implementation. Allows to steer topic and attributes of GPT-2 models.

protoner icon protoner

Few-shot classification in Named Entity Recognition Task

pt-hcl icon pt-hcl

[WWW 2022] Zero-Shot Stance Detection via Contrastive Learning

pygat icon pygat

Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)

pygcn icon pygcn

Graph Convolutional Networks in PyTorch

pytorch-gan icon pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

pytorch-openai-transformer-lm icon pytorch-openai-transformer-lm

🐥A PyTorch implementation of OpenAI's finetuned transformer language model with a script to import the weights pre-trained by OpenAI

pytorch-pretrained-bert icon pytorch-pretrained-bert

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

rebiber icon rebiber

A simple tool to update bib entries with their official information (e.g., DBLP or the ACL anthology).

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