rishabhmisra / Sarcasm-Detection-using-NNLinks
This is the PyTorch implementation of work presented in 'Modelling Context with User Embeddings for Sarcasm Detection in Social Media' (https://arxiv.org/pdf/1607.00976.pdf). We further extend the approach by proposing a hybrid NN architecture and perform experiments on a newly collected data.
☆34Updated last year
Alternatives and similar repositories for Sarcasm-Detection-using-NN
Users that are interested in Sarcasm-Detection-using-NN are comparing it to the libraries listed below
Sorting:
- PyTorch implementation/experiments on Abstractive Text Summarization using Sequence-to-sequence RNNs and Beyond paper.☆153Updated 3 years ago
- Sarcasm detection on tweets using neural network☆131Updated 2 years ago
- A python program that implements Aspect Based Sentiment Analysis classification system for SemEval 2016 Dataset.☆63Updated 8 years ago
- This shows how to fine-tune Bert language model and use PyTorch-transformers for text classififcation☆71Updated 5 years ago
- Detect toxic spans in toxic texts☆71Updated 2 years ago
- Text Classification using transformer based models☆24Updated 5 years ago
- Exploring the simple sentence similarity measurements using word embeddings☆99Updated last year
- Implementation of abstractive summarization using LSTM in the encoder-decoder architecture with local attention.☆168Updated 6 years ago
- Enriching BERT with Knowledge Graph Embedding for Document Classification (PyTorch)☆160Updated 6 years ago
- Keyphrase Extraction based on Scientific Text, Semeval 2017, Task 10☆109Updated 3 years ago
- CNN-based model to realize aspect extraction of restaurant reviews based on pre-trained word embeddings and part-of-speech tagging☆103Updated 6 years ago
- Deep Keyphrase Extraction using BERT☆260Updated 3 years ago
- code for our 2019 paper: "Adapt or Get Left Behind: Domain Adaptation through BERT Language Model Finetuning for Aspect-Target Sentiment…☆187Updated 2 years ago
- NLP model implementations with keras for beginner☆152Updated 3 years ago
- Keyword extraction using TextRank algorithm after pre-processing the text with lemmatization, filtering unwanted parts-of-speech and othe…☆113Updated 5 years ago
- ☆218Updated 4 years ago
- A comparison and discussion of different NLP methods for 5-class sentiment classification on the SST-5 dataset.☆171Updated 9 months ago
- Aspect Based Sentiment Analysis is a special type of sentiment analysis. In an explicit aspect, opinion is expressed on a target(opinion …☆73Updated 5 years ago
- The implementation of the paper "A Multi-task Approach for Named Entity Recognition on Social Media Data," which won the WNUT-2017 Shared…☆67Updated 8 years ago
- ☆55Updated 3 years ago
- Detecting Sarcasm on Twitter using both traditonal machine learning and deep learning techniques.☆100Updated 7 years ago
- Aspect extraction from product reviews - window-CNN+maxpool+CRF, BiLSTM+CRF, MLP+CRF☆158Updated 4 years ago
- Lecture summarization with BERT☆153Updated 3 years ago
- BERT fine-tuning for POS tagging task (Keras)☆79Updated 6 years ago
- This repo contains code to detect sarcasm from text in discussion forum using deep learning☆84Updated 2 years ago
- Do NLP tasks with some SOTA methods☆92Updated 5 years ago
- ☆45Updated 2 years ago
- Using BERT For Classifying Documents with Long Texts, check my latest post: https://armandolivares.tech/☆41Updated 6 years ago
- Sentiment analysis with SentiWordNet 3.0☆44Updated 9 years ago
- Repository for the paper "Thou shalt not hate: Countering Online Hate Speech" accepted at ICWSM 2019.☆31Updated 2 years ago