Bin Liang (梁 斌)'s Projects
[EMNLP 2021] Beta Distribution Guided Aspect-aware Graph for Aspect Category Sentiment Analysis with Affective Knowledge
Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary Sentence (NAACL 2019)
Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析,使用PyTorch实现。
Train, Test and Dev Splits for our AAAI'18 Paper
Keras Implementation of Aspect based Sentiment Analysis
Multi-Instance Multi-Label Learning Networks for Aspect-Category Sentiment Analysis (EMNLP 2020)
ACE 2005 corpus preprocessing for Event Extraction task
ACM consolidated LaTeX styles
Language-Adversarial Training for Cross-Lingual Text Classification (TACL)
Adversarial Inference for Multi-Sentence Video Descriptions (CVPR 2019)
Aspect-invariant Sentiment Features Learning: Adversarial Multi-task Learning for Aspect-based Sentiment Analysis. Proceedings of CIKM 2020
The implementation of paper https://arxiv.org/abs/1704.07556, ACL 2017
Code for "A Novel Aspect-Guided Deep Transition Model for Aspect Based Sentiment Analysis." on EMNLP 2019.
Understanding Contrastive Representation Learning through Alignment and Uniformity on the Hypersphere.
FAQ-based Question Answering System
This is our ARTS test set, an enriched test set to probe Aspect Robustness of ABSA.
Code and preprocessed dataset for EMNLP 2019 paper titled "Aspect-based Sentiment Classification with Aspect-specific Graph Convolutional Networks"
A paper list for aspect based sentiment analysis and emotion-cause pair extraction.
Code and dataset for ACL2018 paper "Exploiting Document Knowledge for Aspect-level Sentiment Classification"
AutoPrompt: Automatic Prompt Construction for Masked Language Models.
A comprehensive reading list for Emotion Recognition in Conversations