Build a cover letter generator
DescriptionSometimes students spend more time working on their cover letters, customizing them for each company, than working on their portfolio. And the preliminary screening steps that are based only on cover letters are quite unfair. The goal of this project is to build a model that can automatically generate cover letters from a targeted job and a person’s skills / previous experiences / resume…Model(s)I’m open for suggestions but I believe these are good places to start with:t5-baseDatasetsThis is the hardest part. I already started working on scraping a couple of example resumes from a couple of websites (Indeed…), but we still need to fill the person’s information accordingly.ChallengesScrape scarce data for a real-world problem. Fine-tune a state-of-the-art language model.Desired project outcomesCreate a Streamlit or Gradio app onSpacesthat can generate a cover letter from a targeted job and a person’s resumeDon’t forget to push all your models and datasets to the Hub so others can build on them!Additional resourcesA good baseline to compare our model withgpt2 cover letter generatorDiscord channelTo chat and organise with other people interested in this project, head over to ourDiscordand:Follow the instructions on the#join-coursechannelJoin the#cover-letter-generatorchannelJust make sure you comment here to indicate that you’ll be contributing to this project
2021-11-15T14:18:06Z
This looks like a super cool project@nouamanetazi- thanks for suggesting it! Let me know if you want a Discord channel and I’ll create it
2021-11-15T14:29:54Z
Yes, please! I’d love to!
2021-11-15T14:36:05Z
Cool, I’ve just created the channel (see topic description)
2021-11-24T02:04:56Z
TheSpace for this project is finally hereCover Letter Generator - a Hugging Face Space by nouamanetazi. (Much more improvements planned during the week)@lewtun@sgugger
2021-11-24T08:36:10Z
Great job@nouamanetazi! This is a fun Space to play with
2022-10-28T21:02:40Z
I just had the great idea of making a cover letter generator as my “cover letter” for a position at HF and then found your spaceThis is such a cool project and very fun to play with! In the end, how did you build the dataset?