Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: ,  explore statistical machine translation (SMT) approaches to automatic text simplification (ATS) for Spanish. First,  compare the performances of the standard phrase-based (PB) and hierarchical (HIERO) SMT models in this specific task. In both cases,  build two models, one using the TS corpus with “light” simplifications and the other using the TS corpus with “heavy” simplifications. Next,  compare the two best systems with the state-of-the-art text simplification system for Spanish (Simplext). Our results, based on an extensive human evaluation, show that the SMT-based systems perform equally as ll as, or better than, Simplext, despite the very small datasets used for training and tuning.
['Sanja Štajner', 'Iacer Calixto', 'Horacio Saggion']
I am writing a research paper on a idea Automatic Text Simplification for Spanish: Comparative Evaluation of Various Simplification Strategies
[{"from": "human", "value": "I am writing a research paper on a idea Automatic Text Simplification for Spanish: Comparative Evaluation of Various Simplification Strategies"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: ,  explore statistical machine translation (SMT) approaches to automatic text simplification (ATS) for Spanish. First,  compare the performances of the standard phrase-based (PB) and hierarchical (HIERO) SMT models in this specific task. In both cases,  build two models, one using the TS corpus with \u201clight\u201d simplifications and the other using the TS corpus with \u201cheavy\u201d simplifications. Next,  compare the two best systems with the state-of-the-art text simplification system for Spanish (Simplext). Our results, based on an extensive human evaluation, show that the SMT-based systems perform equally as ll as, or better than, Simplext, despite the very small datasets used for training and tuning."}]