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📢 Excited to share that our studies 📄 "Large Language Models in Targeted Sentiment Analysis for Russian" has recently become in 📘 Springer Lobachevskii Journal of Mathematics 🥳✨ ...
📘 https://link.springer.com/article/10.1134/S1995080224603758
In this studies we provide such a diverse look and experiments over various 🤖 LLM models 🤖 scaled from 7B in two different modes: ❄️ zero-shot and 🔥 fine-tuned (Flan-T5 only) using Three-Hop reasoning technique.
We showcase the importance of performing:
💚 text translation into English
💚 application on Chain-of-Thought for Implicit Sentiment Analysis
More:
📄 Arxiv: https://arxiv.org/abs/2404.12342
🧑💻️ Code: https://github.com/nicolay-r/Reasoning-for-Sentiment-Analysis-Framework
🤗 Models: Large Language Models in Targeted Sentiment Analysis (2404.12342)
🎥 Video @NLPSummit : https://www.youtube.com/watch?v=qawLJsRHzB4
THOR: https://github.com/scofield7419/THOR-ISA
📘 https://link.springer.com/article/10.1134/S1995080224603758
In this studies we provide such a diverse look and experiments over various 🤖 LLM models 🤖 scaled from 7B in two different modes: ❄️ zero-shot and 🔥 fine-tuned (Flan-T5 only) using Three-Hop reasoning technique.
We showcase the importance of performing:
💚 text translation into English
💚 application on Chain-of-Thought for Implicit Sentiment Analysis
More:
📄 Arxiv: https://arxiv.org/abs/2404.12342
🧑💻️ Code: https://github.com/nicolay-r/Reasoning-for-Sentiment-Analysis-Framework
🤗 Models: Large Language Models in Targeted Sentiment Analysis (2404.12342)
🎥 Video @NLPSummit : https://www.youtube.com/watch?v=qawLJsRHzB4
THOR: https://github.com/scofield7419/THOR-ISA