Build a title recommender for scientific articles
Please read the topic categorydescriptionto understand what this is all aboutDescriptionIf you’ve ever worked in research, then you know that picking a catchy title for your articles is not easy! In this project, we’ll train a summarization model that can convert abstracts into titles.Model(s)Several of theSummarizationmodelson the Hub should serve as a good starting point for this project.DatasetsThere are several scientific datasets available on the Hub:arxiv_datasetpubmedChallengesTraining a model that can summarise across any scientific domain is unlikely to be feasible. We recommend picking one subdomain (e.g. high-energy physics) and focusing your efforts there.Desired project outcomesCreate a Streamlit or Gradio app onSpacesthat can generate titles from a given abstract.Don’t forget to push all your models and datasets to the Hub so others can build on them!Additional resourceshttps://cs230.stanford.edu/projects_spring_2020/reports/38954132.pdfDiscord channelTo chat and organise with other people interested in this project, head over to ourDiscordand:Follow the instructions on the#join-coursechannelJoin thescience-title-generatorchannelJust make sure you comment here to indicate that you’ll be contributing to this project
2021-11-15T12:48:07Z
This looks like a great project and I would love to contribute to this.
2021-11-15T13:28:46Z
Hey@lewtunI think I’ll try to do this as well
2021-11-15T13:32:21Z
Hey@shamikbose89and@akshay7, cool to hear that you want to tackle this! I’ve created a Discord channel for this project (see topic description) in case you want to use it
2021-11-15T18:55:58Z
We recommend picking one subdomain (e.g. high-energy physics) and focusing your efforts there.This is a great starting point.@akshay7, do you have thoughts on which domain you’d like to focus on? I have a feeling if we pick cs.ML, it would just say “… is all you need”
2021-11-16T10:11:27Z
Hey@shamikbose89I am open to any of them, was think of cs.AI itself as it would be easier to manually check results too but something like physics.space-ph might be fun too.I also generated a list of all available subdomains in the dataset of Arxiv too:‘astro-ph’,‘astro-ph.CO’,‘astro-ph.EP’,‘astro-ph.GA’,‘astro-ph.HE’,‘astro-ph.IM’,‘astro-ph.SR’,‘atom-ph’,‘bayes-an’,‘chao-dyn’,‘cond-mat’,‘cond-mat.dis-nn’,‘cond-mat.mes-hall’,‘cond-mat.mtrl-sci’,‘cond-mat.other’,‘cond-mat.quant-gas’,‘cond-mat.soft’,‘cond-mat.stat-mech’,‘cond-mat.str-el’,‘cond-mat.supr-con’,‘cs.AI’,‘cs.CV’,‘cs.DL’,‘cs.LG’,‘cs.NE’,‘cs.NI’,‘cs.OH’,‘eess.SP’,‘gr-qc’,‘hep-ex’,‘hep-lat’,‘hep-ph’,‘hep-th’,‘math-ph’,‘math.HO’,‘math.MP’,‘math.PR’,‘nlin.AO’,‘nlin.CD’,‘nlin.PS’,‘nucl-ex’,‘nucl-th’,‘physics.acc-ph’,‘physics.ao-ph’,‘physics.app-ph’,‘physics.atm-clus’,‘physics.atom-ph’,‘physics.bio-ph’,‘physics.chem-ph’,‘physics.class-ph’,‘physics.comp-ph’,‘physics.data-an’,‘physics.ed-ph’,‘physics.flu-dyn’,‘physics.gen-ph’,‘physics.geo-ph’,‘physics.hist-ph’,‘physics.ins-det’,‘physics.med-ph’,‘physics.optics’,‘physics.plasm-ph’,‘physics.pop-ph’,‘physics.soc-ph’,‘physics.space-ph’,‘q-bio.PE’,‘q-fin.GN’,‘quant-ph’,‘stat.AP’,‘stat.CO’,‘stat.ME’,‘stat.ML’,‘stat.OT’,‘supr-con’
2021-11-16T12:08:04Z
Yeah, I think it would be good to give cs.AI or stat.ML a shot first. Let’s discuss more on the discord channel
2021-11-16T21:11:02Z
Hi folks, I’d be happy to join this project. Is there one more free slot?
2021-11-16T21:28:56Z
Sure thing!
2021-11-17T03:23:11Z
I would like to contribute to this project too
2021-11-17T11:48:27Z
I would be contributing in this project
2021-11-17T11:56:32Z
would love to contribute here
2021-11-17T12:28:09Z
Lewis, looks like there’s quite a bit of interest in this project. Can you add@FrederikNiesnerto the discord channel please?
2021-11-17T13:29:33Z
Thanks. Hi@lewtuncan you add me to the channel?@shamikbose89@akshay7do you have a git link you could already share? Around what time are you planning to work on this generally - I should be online around late afternoon Berlin Timezone (Noon ET)
2021-11-17T13:59:18Z
I like to contribute, what are next steps
2021-11-17T14:06:23Z
That time works for me. I’m on the US East Coast. Can you join the discord channel for this project?
2021-11-17T14:33:08Z
@shainarazacheck out the FAQ for next stepsFAQ about the course projects🤗 Course ProjectsHello everyone! 
I’ll collect here any frequently asked questions that arise during the course of the community event on November 15th - 19th. Feel free to comment here if something is unclearCan I propose my own project?
Yes, this is certainly encouraged! Just create a new topic under the#course:course-eventcategory. You can use one of the existing project ideas as a template for what information to include.Can I work on more than one project?
Yes, but we recommend…
2021-11-17T16:07:59Z
Hey@FrederikNiesner, if you follow the instructions on the#join-coursechannel of our Discord you should automatically find the Discord channel for this project (see the topic description)
2021-11-17T16:19:03Z
Thanks@lewtunI figured it out.
2021-11-22T17:13:07Z
Our project demo is ready and running on Spaces. You can find the link here:huggingface.coArxivTitleGenerator - a Hugging Face Space by TitleGeneratorsDiscover amazing ML apps made by the community
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