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NUSTM's Projects

absc icon absc

aspect-based sentiment classification

acos icon acos

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

acsa-hgcn icon acsa-hgcn

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

chatgpt-sentiment-evaluation icon chatgpt-sentiment-evaluation

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

cwsp icon cwsp

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

dlsc icon dlsc

document level sentiment classification implemented by tensorflow.

dsa icon dsa

A python implementation of the dual sentiment analysis algorithm

ecpe-mll icon ecpe-mll

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

facialmmt icon facialmmt

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

himt icon himt

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

hsswe icon hsswe

Sentiment Lexicon Construction

instruction-tuning-papers icon instruction-tuning-papers

Reading list of Instruction-tuning. A trend starts from Natrural-Instruction (ACL 2022), FLAN (ICLR 2022) and T0 (ICLR 2022).

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