This research is generally aimed at problem-solving and improvement attempts for students’ writing skill, especially in short functional text writing. In particular, it also expected to contribute the betterment of teaching learning processes Short Functional Text Writing subject Department English Education (DEE) Faculty Teacher Training Universitas Muhammadiyah Surakarta as an alternative tec...

Learning hidden topics from data streams has become absolutely necessary but posed challenging problems such as concept drift well short and noisy data. Using prior knowledge to enrich a topic model is one of potential solutions cope with these challenges. Prior that derived human (e.g. Wordnet) or pre-trained Word2vec) very valuable useful help models work better. However, in streaming environ...

Entity linking (EL) for the rapidly growing short text (e.g. search queries and news titles) is critical to industrial applications. Most existing approaches relying on adequate context long EL are not effective concise sparse text. In this paper, we propose a novel framework called Multi-turn Multiple-choice Machine reading comprehension (M3) solve from new perspective: query generated each am...