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This repository is used to implement a machine learning task referring to Aspect Extraction (AE) of restaurant or laptop reviews. It is implemented as a sequence labeling task.

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Aspect Extraction for Aspect-Based Sentiment Analysis

Description

This ML model aims to extract aspect token of given sentences in B-I-O format. It is based on a case-insensitive distilbert model

Getting Started

Dependencies

  • Huggingface libraries such aws transformers, evaluate, seqeval aas well as paytorch, numpy

Executing program

  • Simply run the jupyter notebook
code blocks for commands

Help

Any advise for common problems or issues.

command to run if program contains helper info

Authors

Contributors names and contact info

Jannik Seus

License

This project is licensed under the [APACHE] License - see the LICENSE.md file for details

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This repository is used to implement a machine learning task referring to Aspect Extraction (AE) of restaurant or laptop reviews. It is implemented as a sequence labeling task.

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