script analysis

iQIYI Technical Product Team

Jul 24, 2020 · Artificial Intelligence

Fine‑grained Character Sentiment Analysis in Scripts: Models, Challenges, and Future Directions

The article surveys fine‑grained character sentiment analysis for script evaluation, detailing traditional, target‑dependent and aspect‑level methods, describing iQIYI’s BERT‑TD‑LSTM and CNN architectures, addressing challenges such as character name recognition and long‑range context, and outlining future improvements after a Parasite case study.