Rob van der Goot
4 papers in the PaperMetrix corpus
Papers by this author
-
Lexical Normalization for Code-switched Data and its Effect on POS Tagging
2021
Lexical normalization, the translation of noncanonical data to standard language, has shown to improve the performance of many natural language processing tasks on social media. Yet, using multiple languages in one utterance, also called code-switching …
-
DaN+: Danish Nested Named Entities and Lexical Normalization
2020
This paper introduces DAN+, a new multi-domain corpus and annotation guidelines for Danish nested named entities (NEs) and lexical normalization to support research on cross-lingual cross-domain learning for a less-resourced language. We empirically assess three …
-
Genre as Weak Supervision for Cross-lingual Dependency Parsing
2021 · Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing
Recent work has shown that monolingual masked language models learn to represent data-driven notions of language variation which can be used for domain-targeted training data selection. Dataset genre labels are already frequently available, yet remain …
-
MoNoise: A Multi-lingual and Easy-to-use Lexical Normalization Tool
2019
In this paper, we introduce and demonstrate the online demo as well as the command line interface of a lexical normalization system (MoNoise) for a variety of languages. We further improve this model by using …