The project aims to create a system that generates genuine narratives within a text-based RPG game. The core idea is to move beyond simple random text generation and create narratives that feel more natural and engaging for the player.
6.1.1. Research NLP Techniques:
Investigate various NLP techniques relevant to narrative generation, such as text summarization, sentiment analysis, and language modeling.
6.1.2. Identify Potential Applications:
Determine specific areas within the narrative generation system where NLP techniques could be applied, such as generating more nuanced dialogue, improving text coherence, or adapting the narrative based on player sentiment.
6.1.3. Implement Proof-of-Concept:
Develop proof-of-concept implementations of selected NLP techniques to evaluate their feasibility and potential benefits.
6.1.4. Evaluate and Integrate Promising Techniques:
Evaluate the results of the proof-of-concept implementations and integrate the most promising NLP techniques into the narrative generation system.
6.1.1. Research NLP Techniques: Investigate various NLP techniques relevant to narrative generation, such as text summarization, sentiment analysis, and language modeling.
6.1.2. Identify Potential Applications: Determine specific areas within the narrative generation system where NLP techniques could be applied, such as generating more nuanced dialogue, improving text coherence, or adapting the narrative based on player sentiment.
6.1.3. Implement Proof-of-Concept: Develop proof-of-concept implementations of selected NLP techniques to evaluate their feasibility and potential benefits.
6.1.4. Evaluate and Integrate Promising Techniques: Evaluate the results of the proof-of-concept implementations and integrate the most promising NLP techniques into the narrative generation system.