Grzegorz Kondrak

What Matters Most in Morphologically Segmented SMT Models?

2015

Morphological segmentation is an effective strategy for addressing difficulties caused by morphological complexity. In this study, we use an English-to-Arabic test bed to determine what steps and components of a phrase-based statistical machine translation pipeline …

Paraphrase Identification via Textual Inference

2024

Paraphrase identification (PI) and natural language inference (NLI) are two important tasks in natural language processing.Despite their distinct objectives, an underlying connection exists, which has been notably under-explored in empirical investigations.We formalize the relationship between …