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Rricha Jalota

3 accepted papers

2024

Towards A World-English Language Model for on-Device Virtual Assistants

ICASSP 2024accepted

Neural Network Language Models (NNLMs) for Virtual Assistants (VAs) are generally language-, region-, and in some cases, device-dependent, which increases the effort to scale and maintain them. Combining NNLMs for one or more of the categories is one way to improve scalability. In this work, we comb…

Cited by 0SourceScholar
2023

Translating away Translationese without Parallel Data

EMNLP 2023long main

Translated texts exhibit systematic linguistic differences compared to original texts in the same language, and these differences are referred to as translationese. Translationese has effects on various cross-lingual natural language processing tasks, potentially leading to biased results. In this p…

Cited by 0SourceScholar
2022

Towards Debiasing Translation Artifacts

NAACL 2022long

Cross-lingual natural language processing relies on translation, either by humans or machines, at different levels, from translating training data to translating test sets. However, compared to original texts in the same language, translations possess distinct qualities referred to as translationese…