Sentiment Analysis Research

Sentiment Analysis Research

2023

Research

Comparative study on the impact of different NLP models on the effectiveness of emotion detection in sentiment analysis. Presented for the 2024 8th International Conference on Information Technology, Information Systems and Electrical Engineering (ICITISEE).

  • #Python
  • #Tensorflow
  • #HuggingFace

[ Case Study ]

Problem

Determining the most effective NLP model for sentiment analysis remains a challenge in the field of natural language processing.

Solution

Conducted a comparative study on various NLP models, analyzing their performance on sentiment analysis tasks to determine the most effective approach.

Dev

The research process involved collecting data, pre-processing it, training various NLP models, and evaluating their performance using statistical methods.

Features and
Scope

  • Model Comparison
  • Performance Analysis
  • Sentiment Analysis
  • Research Methodology
  • Statistical Evaluation

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