Emotional Analysis of Film Criticism Based on RoBERTa
Chuchun Liu, Shaoqiang Wang · 2023
In the classification of emotion analysis, the research results of film review emotion analysis are relatively few. This paper starts with context information. Combining RoBERTA pre-training model and BiLSTM model, we use LSTM, BiLSTM, RoBERta-LSTM, BERT-BiLSTM and RoBERta-BilSTM models to conduct emotional analysis on the IMDB movie data set. The experimental data shows that the adoption of the BiLSTM model is better than LSTM, and RoBERTA is better than BERT. The combination of RoBERTA and BiLSTM has higher accuracy and can be well applied in the emotional analysis of film reviews.