NUSTM/ECPE

Stars
153
Rank 243,368 (Top 5 %)
Language
Python
Created over 5 years ago
Updated almost 5 years ago

NUSTM/ECPE

NUSTM

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Emotion-Cause Pair Extraction: A New Task to Emotion Analysis in Texts

This repository contains the code for our ACL 2019 paper:

Rui Xia and Zixiang Ding. Emotion-Cause Pair Extraction: A New Task to Emotion Analysis in Texts. ACL 2019 (Outstanding Paper Award). [pdf]

Please cite our paper if you use this code.

Dependencies

Python 2 (tested on python 2.7.15)
Tensorflow 1.8.0

Usage

Step1 (There are three optional methods):

python Ind-BiLSTM.py
python P_cause.py
python P_emotion.py

Step2:

python pair.py

ABSA-Reading-List

Reading list of aspect-based sentiment analysis.

ACOS

The datasets and code of ACL 2021 paper "Aspect-Category-Opinion-Sentiment Quadruple Extraction with Implicit Aspects and Opinions".

VLP-MABSA

ABSC

aspect-based sentiment classification

FacialMMT

Code for paper "A Facial Expression-Aware Multimodal Multi-task Learning Framework for Emotion Recognition in Multi-party Conversations"

ChatGPT-Sentiment-Evaluation

Can ChatGPT really understand the opinions, sentiments, and emotions contained in the text? We provide a preliminary evaluation.

RTHN

The code of IJCAI2019 paper "RTHN: A RNN-Transformer Hierarchical Network for Emotion Cause Extraction".

ECA-Reading-List

PMI

根据褒贬种子词，利用SO-PMI构建情感词典

ECPE-2D

DLSC

document level sentiment classification implemented by tensorflow.

ACSA-HGCN

The code of COLING2020 paper "Aspect-Category based Sentiment Analysis with Hierarchical Graph Convolutional Network".

BERT-UDA

Cross domain Aspect Sentiment Analysis

FS-ABSA

Srouce code for SIGIR 2023 paper

MEMD-ABSA

A multi-element multi-domain dataset for Aspect-Based Sentiment Analysis

ITM

ECPE-MLL

[EMNLP2020] End-to-End Emotion-Cause Pair Extraction based on SlidingWindow Multi-Label Learning

HIMT

The code for our paper Hierarchical Interactive Multimodal Transformer for Aspect-Based Multimodal Sentiment Analysis

CCAC-ABSA

ScientificResearch-RumorDetection-2018

Scientific Research Project in NUSTM - Rumor Detection - 2018

GCDDA

LLMs-Waver-In-Judgments

MECPE

[TAFFC 2022] Multimodal Emotion-Cause Pair Extraction in Conversations

PAEDGL

HSSWE

Sentiment Lexicon Construction

DSA

A python implementation of the dual sentiment analysis algorithm

SMSA

Social Media Sentiment Analysis Toolkit

CWSP

A Chinese Word Segmentation toolkit based on Multi-class Perceptron algorithm

CDRG

GMNER

DC-BiLSTM

COQE

UniVA

Code for paper "A Unimodal Valence-Arousal Driven Contrastive Learning Framework for Multimodal Multi-Label Emotion Recognition"

CNN-aux

SemEval-2024_ECAC

[SemEval-2024 Task 3] The Competition of Multimodal Emotion Cause Analysis in Conversations

CPNC

DALM

RCDA

Dense-ATOMIC