2 code implementations • EMNLP 2021 • Samuel Cahyawijaya, Genta Indra Winata, Bryan Wilie, Karissa Vincentio, Xiaohong Li, Adhiguna Kuncoro, Sebastian Ruder, Zhi Yuan Lim, Syafri Bahar, Masayu Leylia Khodra, Ayu Purwarianti, Pascale Fung
Natural language generation (NLG) benchmarks provide an important avenue to measure progress and develop better NLG systems.
no code implementations • 5 Mar 2021 • Yuly Haruka Berliana Gunawan, Masayu Leylia Khodra
The decision tree model is employed to identify important PAS.
no code implementations • 5 Mar 2021 • Annisa Nurul Azhar, Masayu Leylia Khodra
Although previous research on Aspect-based Sentiment Analysis (ABSA) for Indonesian reviews in hotel domain has been conducted using CNN and XGBoost, its model did not generalize well in test data and high number of OOV words contributed to misclassification cases.
Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA)
no code implementations • 5 Mar 2021 • Adylan Roaffa Ilmy, Masayu Leylia Khodra
Pair prediction uses dependency parsing component to get the edges between the words for the AMR.
no code implementations • 14 Aug 2019 • Jordhy Fernando, Masayu Leylia Khodra, Ali Akbar Septiandri
In order to extract aspect and opinion terms for Indonesian hotel reviews, we adapt double embeddings feature and attention mechanism that outperform the best system at SemEval 2015 and 2016.
no code implementations • 2 Feb 2019 • Wahyudi, Masayu Leylia Khodra, Ary Setijadi Prihatmanto, Carmadi Machbub
A question answering system (QA System) was developed that uses graph-pattern association rules on the YAGO knowledge base.
no code implementations • 27 Oct 2018 • Genta Indra Winata, Masayu Leylia Khodra
The result is evaluated with four evaluation metrics such as hamming loss, subset accuracy, example-based accuracy and micro-averaged f-measure.