Benchmarking Dialectal Arabic|English Machine Translation

FRMT: A Benchmark for Few-Shot Region-Aware Machine Translation

AraBench: Benchmarking dialectal Arabic-English machine translation . In. Proceedings of the 28th International Conference on Computational ...

A Benchmark for Evaluating Machine Translation Metrics on Dialects ...

A Benchmark for Evaluating Machine Translation Metrics on Dialects without Standard Orthography · Abstract · Additional indexing · Permanent URL.

A Neural Machine Translation Model for Arabic Dialects That Utilises ...

The first task is for translation from Modern Standard Arabic (MSA) to English and the second task for translation from Arabic dialect (AD) to ...

ArzEn-MultiGenre: An aligned parallel dataset of Egyptian Arabic ...

The dataset contains 25,557 segment pairs that can be used to benchmark new machine translation models, fine-tune large language models in few-shot settings, ...

A Benchmark for Evaluating Machine Translation Metrics on Dialects ...

Since no such data exists for. Swiss German, we compile our dataset based on the English NTREX-128 data1 (Federmann et al.,. 2022). We selected ...

Digital Library: Communications of the ACM

The U.S. funded large projects for companies and research centers to develop NLP tools for Arabic and its dialects, including machine translation, speech ...

A Comprehensive Review for Advancing Arabic

The paper addresses the challenges faced in English-Arabic machine translation, such ... Accuracy of Machine Translation Models on Arabic Dialect. (EGP, LEV ...

A Survey on Machine Translation of Low-Resource Arabic Dialects

techniques like neural approaches have set new benchmarks ... Dialectal to standard Arabic paraphrasing to improve Arabic-English statistical machine translation.

Domain Adaptation for Arabic Machine Translation: Financial Texts ...

To this end, we developed a parallel corpus for Arabic-English (AR-EN) translation in the financial domain to benchmark different domain adaptation methods. We ...

Multi-VALUE: A Framework for Cross-Dialectal English NLP

Pronouns are critical for tasks like machine translation and summarization, which depend on coreference resolution (Sukthanker et al., 2020). Our pronoun ...

How Translation Alters Sentiment

You will be given English sentences that were translated from Arabic using an automatic machine ... Machine translation of Arabic dialects. In Proceedings ...

AraT5: Text-to-Text Transformers for Arabic Language Understanding

Introduce ARGEN: A new benchmark for Arabic language generation and evaluation for four Arabic NLP tasks, namely, machine translation , summarization , news ...

arbml/masader · Datasets at Hugging Face

AraBench: Benchmarking Dialectal Arabic-English Machine Translation. https://aclanthology.org/2020.coling-main.447.pdf. Arab. No. QCRI Resources. Free. nan. Yes.

Arzen-Multigenre: An Aligned Parallel Dataset of Egyptian Arabic ...

The dataset contains 25,557 segment pairs that can be used to benchmark new machine translation models, fine-tune large language models in ...

Hamdy Mubarak | Papers With Code

This paper presents QCRI{'}s Arabic-to-English live speech translation system. Machine Translation · Speech Recognition +1 · Paper · Add Code · Arabic ...

Morphological Analyzers of Arabic Dialects: A survey - HAL

They showed that it is useful in building machine translation from Egyptian dialect to English. This analyzer can be considered as a new version ...

Benchmarking Translation Engines: A Comparative Study

Based on the chart above, DeepL has the highest average score, showing superior translation quality among the eleven machine translators. Google ...

Arabic dialect identification in social media: A hybrid model with ...

Arabic Dialect Identification (ADI) is a challenging task in natural language processing applications due to its diversity and regional ...

Machine Translation of Arabic Dialects - UPenn CIS

Previous research on Dialectal. Arabic MT has focused on normalizing dialectal in- put words into MSA equivalents before translating to English, and they deal ...

Arabic Machine Translation Competition | Kaggle

Participants will gain access to a benchmark dataset comprising various Arabic-English texts from different domains, enhancing their ...