Using Bert/Roberta + LSTM/GRU/BiLSTM/TextCNN to do the sentiment analysis on the imdb datasets.

使用rnn,lstm,gru,fasttext,textcnn,dpcnn,rnn-att,lstm-att,兼容huggleface/transformers，以及以transforemrs作为词嵌入模型，后面接入cnn、rnn、attention等等做文本分类。以及各个模型的对比

Resources about Aspect-based Sentiment Analysis (ABSA)

including text classifier, language model, pre_trained model, multi_label classifier, text generator, dialogue. etc

ASAP: A Chinese Review Dataset Towards Aspect Category Sentiment Analysis and Rating Prediction

Code and data for paper "Grid Tagging Scheme for Aspect-oriented Fine-grained Opinion Extraction". Aspect opinion pair datasets and aspect triplet datasets.

The Codebase for Quasi-Attention BERT Model for TABSA Tasks (AAAI '21)

多模态情感分析——基于BERT+ResNet的多种融合方法

多模态融合情感分析

该仓库存放了多模态情感分析实验的配套代码。

Official code release for CNLE: Co-attention network with label embedding for text classification. Neurocomputing 2022

Code for ACL 2021 paper "ChineseBERT: Chinese Pretraining Enhanced by Glyph and Pinyin Information"

For the code release of our arXiv paper "Revisiting Few-sample BERT Fine-tuning" (https://arxiv.org/abs/2006.05987).

2022搜狐校园算法大赛NLP赛道第一名开源方案（实验代码）

A Chinese corpus for gender bIas probing and mitigation, which contains 32.9k sentences with high-quality labels.

A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)

Repository for the paper "Automated Hate Speech Detection and the Problem of Offensive Language", ICWSM 2017

CCF-BDCI 2018年汽车行业用户观点主题及情感识别挑战赛 第6名解决方案

ICLR2023 - Tailoring Language Generation Models under Total Variation Distance

Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing

[ICML 2023] Code for our paper “Compositional Exemplars for In-context Learning”.

[EMNLP 2019 Workshop] Exploiting BERT for End-to-End Aspect-based Sentiment Analysis

Worth-reading papers and related awesome resources on aspect-based sentiment analysis (ABSA). 值得一读的方面级情感分析论文与相关资源集合

Implementation of the Transformer variant proposed in "Transformer Quality in Linear Time"

基于bert4keras的GLUE基准代码

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

结巴中文分词