Tsutomu Hirao

Enumeration of Extractive Oracle Summaries

2017

To analyze the limitations and the future directions of the extractive summarization paradigm, this paper proposes an Integer Linear Programming (ILP) formulation to obtain extractive oracle summaries in terms of ROUGE n . We also …

Simplifying Translations for Children: Iterative Simplification Considering Age of Acquisition with LLMs

2024

In recent years, neural machine translation (NMT) has been widely used in everyday life.However, the current NMT lacks a mechanism to adjust the difficulty level of translations to match the user's language level.Additionally, due to …

Neural Headline Generation on Abstract Meaning Representation

2016

Neural network-based encoder-decoder models are among recent attractive methodologies for tackling natural language generation tasks. This paper investigates the usefulness of structural syntactic and semantic information additionally incorporated in a baseline neural attention-based model. We …