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Benjamin Marie's Blog

Analysis About AI, Natural Language Processing, and Machine Translation

Benjamin Marie's Blog

Analysis About AI, Natural Language Processing, and Machine Translation

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Conference Framework/Tool LLM Machine translation

AACL-IJCNLP 2022 Highlights

Nov 25, 2022

The AACL 2022 was held jointly with the IJCNLP from the 20th to the 23rd of November. This was the second edition of the AACL, the Asian chapter of the Association for…

Framework/Tool

Romanize Any Language Without Machine Learning

Oct 15, 2022

A heuristic-based method exploiting Unicode tables

Framework/Tool Machine translation

MBR Decoding: Get Better Results from Many Systems

Oct 15, 2022

Even your state-of-the-art system has flaws that others don’t have Illustration by the author. Made with Noto Color Emoji. New large language models (BLOOM, OPT, GPT-3, NLLB, …) are released almost…

Evaluation Framework/Tool Machine translation

compare-mt: Because Scoring Your Systems Is Not Enough

Aug 29, 2022

I present compare-mt. A very simple tool that gives the user a high-level and coherent view of the salient differences between systems. It exploits statistics usually computed by automatic metrics such…

About the author:
Ph.D, research scientist in NLP/AI.
Advocate of the scientific credibility.
Building next-gen AI translation systems: https://slaitor.com

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  • LLM
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You Missed

Evaluation Scientific credibility

Do Bigger Evaluation Datasets Make Your Results More Significant?

Evaluation Machine translation Scientific credibility

Scientific Credibility in Machine Translation Research: Pitfalls and Promising Trends

Machine translation GPT LLM

AI Won’t Replace Translators

Evaluation Machine translation

Traditional Versus Neural Metrics for Machine Translation Evaluation

Benjamin Marie's Blog

Analysis About AI, Natural Language Processing, and Machine Translation

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