Nicolay Rusnachenko

nicolay-r

AI & ML interests

Information Retrieval・Medical Multimodal NLP (🖼+📝) Research Fellow @BU_Research・software developer http://arekit.io・PhD in NLP

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📢 I've tested google/Gemma-2-9b-it in Target Sentiment Analysis (TSA), in zero-shot learning mode on RuSentNE-2023 dataset with texts translated into English (🇺🇸).

🔎 Findings: The key contribution with the most recent Gemma-2 release is reasoning alignment between different langauges. This is basically the first model under 10B category which shows equal results in English and non-english texts. In the case of texts in English it performs similar to LLaMa-3-8B / Mistal-7B

Model: google/gemma-2-9b-it
Benchmark: https://github.com/nicolay-r/RuSentNE-LLM-Benchmark
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📢 I've tested the most recent google/Gemma-2-9b-it in Sentiment Analyis and the obtained results makes me shocked! 🤯 It end up becoming a king 👑 that showcase top-1 across all the models and categories in Target Sentiment Analysis (TSA) on non-english texts (🇷🇺).

That's impressive to say the least, it surpassed all the other models benchmarked before and within categories of 100B and below by F1(PN) and nearly touched GPT-4 by F1(PN0). Google research team did a great job! 👏

Model: google/gemma-2-9b-it
Benchmark: https://github.com/nicolay-r/RuSentNE-LLM-Benchmark

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