binliang-nlp Goto Github PK

s2s-amr-parser

Improving AMR parsing with Sequence-to-Sequence Pre-training

sarc

Evaluation code for the Self-Annotated Reddit Corpus

sarcasm-detection

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

sarcasmdetection

Sarcasm detection on tweets using neural network

sarcasmdetection-1

scon-absa

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

semeval22_structured_sentiment

SemEval-2022 Shared Task 10: Structured Sentiment Analysis

sentence-transformers

Multilingual Sentence & Image Embeddings with BERT

sentic-gcn

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

sentiment-analysis-statistics

seq2seq-cws

sequence-labelling

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

simcse

SimCSE: Simple Contrastive Learning of Sentence Embeddings

spacy

💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython

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.

stweet

Advanced python library to scrap Twitter (tweets, users) from unofficial API, fully covered by integration tests

supcontrast

PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)

table-fact-checking

Data and Code for ICLR2020 Paper "TabFact: A Large-scale Dataset for Table-based Fact Verification"

tagger

Named Entity Recognition Tool

taxorl

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

td-lstm

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

text_gcn

Graph Convolutional Networks for Text Classification. AAAI 2019

textclassification-keras

Text classification models implemented in Keras, including: FastText, TextCNN, TextRNN, TextBiRNN, TextAttBiRNN, HAN, RCNN, RCNNVariant, etc.

textmate

TextMate is a graphical text editor for macOS 10.12 or later

timme

TIMME: Twitter Ideology-detection via Multi-task Multi-relational Embedding (code & data)

tombert

Dataset and codes for our IJCAI 2019 paper "Adapting BERT for Target-Oriented Multimodal Sentiment Classification"

tpdg

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

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,.....

transcap

Zhuang Chen, Tieyun Qian: Transfer Capsule Network for Aspect Level Sentiment Classification. ACL 2019: 547-556

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch