CodeXGLUE
WikiSQL
CodeXGLUE | WikiSQL | |
---|---|---|
3 | 2 | |
1,423 | 1,560 | |
2.5% | 1.3% | |
0.0 | 0.0 | |
9 days ago | 9 months ago | |
C# | HTML | |
MIT License | BSD 3-clause "New" or "Revised" License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
CodeXGLUE
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List of code generation datasets (open source)
CodeXGLUE
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Algorithm classification and histograms of opcodes
We could not reproduce these results, but we got accuracies of about 80% on the same dataset (POJ-104). This is approximately the same result that was reported with the CodeBERT model in 2020.
- Denigma is an AI tool that explains code in conversational English
WikiSQL
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List of code generation datasets (open source)
WikiSQL
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Anyone else witnessing a panic inside NLP orgs of big tech companies?
Natural language processing/understanding/generation is solved (at least in English).
LLMs produce perfectly fluent output and can understand natural language input as well as any human.
However knowledge representation is not solved. We still don't know how to interface a perfect LLM to other systems in the same way a human does things like looking up facts we aren't confident of or using a calculator to do math we cant' do in our head.
These are very significant problems and super important. But they are more adjacent to NLP in the same way tasks like something like Text-to-SQL [1] isn't a pure NLP task.
[1] for example https://github.com/salesforce/WikiSQL
What are some alternatives?
movfuscator - The single instruction C compiler
ASH-IR-Dataset - An impulse response dataset for binaural synthesis of spatial audio systems on headphones
hanakotoba - Exploring 花言葉 in Japanese and other literary corpora
news - JSON News Service