Dynamic Adversarial Data Collection Workshop

The First Workshop on Dynamic Adversarial Data Collection (DADC), co-located with NAACL 2022:

[Dynamic Adversarial Data Collection Workshop @DADCworkshop]

We had an absolute blast at our social, big up to @RaphiRaph_ for the venue....truly inspirational 😍😍 But our #NAACL 22 journey has come to an end so we'll be signing out until next year 🥹🥹 To all the #DADC fans, you've been dynamic, adversarial and awesome xox♥️

[Max Bartolo @max_nlp]

I really enjoyed my @MLStreetTalk chat with Tim at #NeurIPS2024 about some of the research we've been doing on reasoning, robustness and human feedback. If you have an hour to spare and are interested in some semi-coherent thoughts revolving around AI robustness, it may be worth a listen 🎧

Check it out at https://t.co/Q3ejutGr3J

[UCL Natural Language Processing @ucl_nlp]

We are honoured to have the amazing @VeredShwartz giving a talk at our UCL NLP Meetup titled "Incorporating Commonsense Reasoning into NLP Models"! Join us later today, Friday 29th of July, at 4:30pm BST: https://t.co/fLYFoQjkeO

[Mubashara Akhtar @akhtarmubashara]

New blog post 📚: Insights from #NAACL2022 on #multimodality, #explainability, data collection & #benchmarking, #bias, and some further papers I enjoyed reading!

https://t.co/Hi8YqQUyDD

[Dynamic Adversarial Data Collection Workshop @DADCworkshop]

Check out this awesome #DADC demo! 🚀

[Chris Chinenye Emezue @ChrisEmezue]

🧵[1/n] 😍I am very happy to present the first piece of my research on dynamic adversarial data collection (DADC). DADC leads to more trustworthy ML models. Learn how to leverage community adversarial data to make your model more robust💪🏾 https://t.co/WBMmplOMAE

[Usha Lokala @ushanri]

The First Workshop on Dynamic Adversarial Data Collection (DADC) @DADCworkshop , co-located with NAACL 2022: (https://t.co/otuYy1RHC7)
This paper https://t.co/8jTyZJ4YnJ analyses the Dynamic Adversarial Data Collection protocol on the annotator’s experience and the data quality.

[Jordan Boyd-Graber @boydgraber]

Here's a recording of my talk (no NAACL registration necessary):
https://t.co/G7gcUux6ro

[Dynamic Adversarial Data Collection Workshop @DADCworkshop]

Great summary of yesterday's panel at the #DADC workshop #NAACL2022!

[Abhilasha Ravichander @lasha_nlp]

#NAACL2022 Panel on The Future of Data Collection @DADCworkshop,

Thread🧵 1/2

Moderator: @robinomial
Panelists: @tongshuangwu @sleepinyourhat @douwekiela @swabhz @boydgraber @annargrs, Lora Aroyo 1/n

[Dynamic Adversarial Data Collection Workshop @DADCworkshop]

We are here!! With amazing views 🏔 and lots of 🍕, come join us to celebrate our inaugural #DADC22 workshop!🥳🍻

[Dynamic Adversarial Data Collection Workshop @DADCworkshop]

Talking of the #DADC Community 🤝....Our social is tonight from 6:30-9:30pm @ a rooftop located on 1823 Minor Ave, Seattle (5 min walk from conference venue). There will be 🍕 and 🍹🧃 Spread the word 🗣️ + pls fill in the poll so we can get a sense of numbers 📊

[Dynamic Adversarial Data Collection Workshop @DADCworkshop]

This workshop would not have been possible without all the incredible authors who submitted their work, including @zhansheng , @ruixiangcui & @sintelion 🙌 Here's some their awesome posters 🤩🤩🤩

[Dynamic Adversarial Data Collection Workshop @DADCworkshop]

Team longhorns, winners of Track 1 of the DADC shared task! 🏆

[Dynamic Adversarial Data Collection Workshop @DADCworkshop]

We still have some awesome t-shirts and laptop stickers left 🤩🤩 Come to room 708 or our social to claim yours!

[Katerina Margatina @katemargatina]

I know I am biased, but how cool are the @DADCworkshop stickers??🤩 Come join us in room Duc Sol to claim yours, as we are still here with presentations of our winners on the Shared Task!🙌🏻 #DADC22 #NAACL2022

[Dynamic Adversarial Data Collection Workshop @DADCworkshop]

Talking of the #DADC Community 🤝....Our social is tonight from 6:30-9:30pm @ a rooftop located on 1823 Minor Ave, Seattle (5 min walk from conference venue). There will be 🍕 and 🍹🧃 Spread the word 🗣️ + pls fill in the poll so we can get a sense of numbers 📊

[Dynamic Adversarial Data Collection Workshop @DADCworkshop]

Our final session of the day focuses on the **The Future of the DADC Community** 🔮We kick off with our #SharedTask on better data and better models. Congrats to all participants 🎉🎉 including our presenters for today #TeamFireworks 🎆 #TeamLonghorns 🐂 #TeamSuperSamplers🎲

[Dynamic Adversarial Data Collection Workshop @DADCworkshop]

#PanelPOVs @swabhz's summary "Less hate more love for our models! Collaboration is needed for progress" 🫶♥️🤖

And on that positive note, we're at time!

[Dynamic Adversarial Data Collection Workshop @DADCworkshop]

#PanelPOVs @tongshuangwu's summary: "We don't know a lot of things....😲 so we need to run pilot studies, just keep iterating and not be afraid to make mistakes"

[Dynamic Adversarial Data Collection Workshop @DADCworkshop]

@laroyo: I really enjoyed the diversity of opinions on this panel. More panels should be like this!! We should focus more on understanding what kind of diversity is needed to understand bias in our datasets

[Dynamic Adversarial Data Collection Workshop @DADCworkshop]

#PanelPOVs @laroyo's summary: "We don't understand diversity yet. We need to focus more on experiments which tell us what diversity is needed to deal with good + bad bias"

[Dynamic Adversarial Data Collection Workshop @DADCworkshop]

#PanelPOVs @annargrs's summary: "at least in the past, training models from scratch, we knew what we were getting. Now with PT language models, we're stripped back to prompt engineering"