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fani-lab / LADy

LADy 💃: A Benchmark Toolkit for Latent Aspect Detection Enriched with Backtranslation Augmentation
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New baseline for Aspect-Based Sentiment Analysis #63

Open farinamhz opened 10 months ago

farinamhz commented 10 months ago

Hey @Lillliant, I found a paper titled "Generative Aspect-Based Sentiment Analysis with Contrastive Learning and Expressive Structure" from EMNLP'22. It focuses on a generation-based method using T5 for aspect and sentiment detection and seems relevant to our case. Could you review the paper to make sure if it provides both sentiment and aspect term information, making it a potential baseline for us? The code is also accessible at the following link.

farinamhz commented 10 months ago

Hey @Lillliant, I read the paper and it was suitable. For now, @3ripleM and I are working on this baseline. Please focus on adding sentiment to the fast baseline this week and update me on any progress.

Lillliant commented 10 months ago

Hey @Lillliant, I read the paper and it was suitable. For now, @3ripleM and I are working on this baseline. Please focus on adding sentiment to the fast baseline this week and update me on any progress.

Hi @farinamhz,

Thank you for the notice. I've added the sentiment functions to FastText, which can be found in PR #65. I've also added more of my updates in this comment. Please let me know if any changes to the code should be made!