BinLiang-NLP

AAGCN-ACSA

[EMNLP 2021] Beta Distribution Guided Aspect-aware Graph for Aspect Category Sentiment Analysis with Affective Knowledge

ADGCN-Sarcasm

BDCI2016-Target-based-sentiment-analysis

BDCI2016“基于视角领域情感分析”第一名队伍（SUTL）作品

CAER-TABSA

[ACL 2019] Context-aware Embedding for Targeted Aspect-based Sentiment Analysis

InterGCN-ABSA

[COLING 2020] Jointly Learning Aspect-Focused and Inter-Aspect Relations with Graph Convolutional Networks for Aspect Sentiment Analysis

JointCL

[ACL 2022] JointCL: A Joint Contrastive Learning Framework for Zero-Shot Stance Detection

PT-HCL

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

Scon-ABSA

[CIKM 2021] Enhancing Aspect-Based Sentiment Analysis with Supervised Contrastive Learning

Sentic-GCN

[KBS] Aspect-based sentiment analysis via affective knowledge enhanced graph convolutional networks

TPDG

[WWW 2021] Target-adaptive Graph for Cross-target Stance Detection

BinLiang-NLP/ABSA_DevSplits

Train, Test and Dev Splits for our AAAI'18 Paper

BinLiang-NLP/aim

BinLiang-NLP/Aspect-level-sentiment

Code and dataset for ACL2018 paper "Exploiting Document Knowledge for Aspect-level Sentiment Classification"

BinLiang-NLP/chinese-xinhua

中华新华字典数据库。包括歇后语，成语，词语，汉字。提供新华字典API。

BinLiang-NLP/cross_target_stance_classification

Keras implementation for CrossNet in paper "Cross-Target Stance Classification with Self-Attention Networks"

BinLiang-NLP/CS-585-Political-Ideology-Detection

Class Project for CS 585 Natural Language Processing

BinLiang-NLP/CS671_NLP

Repository for CS671 course project

BinLiang-NLP/deepnlp

Deep Learning NLP Pipeline implemented on Tensorflow

BinLiang-NLP/delayed-memory-update-entnet

Recurrent Entity Networks with Delayed Memory Update for Targeted Aspect-based Sentiment Analysis, published at NAACL 2018

BinLiang-NLP/GCAE

BinLiang-NLP/keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow.

BinLiang-NLP/keras-attention-mechanism

Attention mechanism Implementation for Keras.

BinLiang-NLP/keras-contrib

Keras community contributions

BinLiang-NLP/mem_absa

Aspect Based Sentiment Analysis using End-to-End Memory Networks

BinLiang-NLP/Meta-Learning-Papers

Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning

BinLiang-NLP/models

Models and examples built with TensorFlow

BinLiang-NLP/multimodal-sentiment-detection

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

BinLiang-NLP/ProtoNER

Few-shot classification in Named Entity Recognition Task

BinLiang-NLP/PyTorch-GAN

PyTorch implementations of Generative Adversarial Networks.

BinLiang-NLP/Reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials

BinLiang-NLP/SARC

Evaluation code for the Self-Annotated Reddit Corpus

BinLiang-NLP/Sarcasm-Detection

Detecting Sarcasm on Twitter using both traditonal machine learning and deep learning techniques.

BinLiang-NLP/Seq2seq-CWS

BinLiang-NLP/Sequence-Labelling

Implementing , learning and re implementing "End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF" in keras

BinLiang-NLP/stance_detection

Stance Detection for the Fake News Challenge with Conditional Encoding and Attention LSTM, as Stanford CS224N class project by Stephen Pfohl, Oskar Triebe and Ferdinand Legros.

BinLiang-NLP/tagger

Named Entity Recognition Tool

BinLiang-NLP/TaxoRL

Code for paper "End-to-End Reinforcement Learning for Automatic Taxonomy Induction", ACL 2018

BinLiang-NLP/TD-LSTM

Attention-based Aspect-term Sentiment Analysis implemented by tensorflow.

BinLiang-NLP/train_cnn-rnn-attention

cnn+rnn+attention: vgg(vgg16,vgg19)+rnn(LSTM, GRU)+attention, resnet(resnet_v2_50,resnet_v2_101,resnet_v2_152)+rnnrnn(LSTM, GRU)+attention, inception_v4+rnn(LSTM, GRU)+attention, inception_resnet_v2+rnn(LSTM, GRU)+attention,.....

BinLiang-NLP/zero-shot-learning

Implementation of Zero-Shot Learning algorithm using Word2Vecs as class embeddings