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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 Evaluation Machine translation

AMTA 2022 Highlights

Sep 23, 2022

I highlight and sum up the AMTA 2022 papers that I found the most original and interesting. I picked papers from the users (see the proceedings) and the research (see…

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…

Evaluation GPT LLM Machine translation

Comparing the Uncomparable to Claim the State of the Art: A Concerning Trend

Aug 16, 2022

I describe how uncomparable numbers happen to be compared in scientific papers. Then, I review some concrete examples of flawed comparisons from very well-known and recent work, namely, Open AI’s…

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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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  • Evaluation
  • Framework/Tool
  • GPT
  • 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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