DReAMy

Open-source toolkit to automatically analyse and annotate dream reports with machine learning, NLP, and large language models. Developed by @LorenzoScottB

[DReAMy @DreamyLib]

(re)Hello world and #sleeppeeps!

All the models in this work, and many other cool features are just a *pip install dreamy* away!

[Lorenzo Bertolini @LorenzoScottB]

Hello #sleeppeeps we're happy to share our paper with @giu_bernardi's lab "Automatic Annotation of Dream Report’s Emotional Content with Large
Language Models" has been accepted for publication at #EACL2024 @CLPsychOrg Workshop! Here's a short 🧵

[DReAMy @DreamyLib]

https://t.co/8xltRsSH5d

[Lorenzo Bertolini @LorenzoScottB]

👋 #sleeppeeps this weekend I’ll be at MIT to present some preliminary work at the intersection of AI and neuroscience to trace #dream event in event #EEG signal. Come say hi at the event, or drop a line if you’re in the Boston area and wanna chat 😀
https://t.co/bgy4tUmafn

[James Zou @james_y_zou]

Today in @NatureMedicine we report that AI can predict 130 diseases from 1 night of sleep🛌

We trained a foundation model (#SleepFM) on 585K hours of sleep recordings from 65K people—brain, heart, muscle & breathing signals combined.

AI learns the language of sleep🧵

[Lorenzo Bertolini @LorenzoScottB]

👋 #sleeppeeps In this work, we show how multiple LLMs appear to easily process #dreams, and reflect previously observed differences in reports (e.g., male-female, blind-sighted).

We also argue for caution linking dreams and bizarreness when using #LLMs

https://t.co/T6uIx9aWMt

[Lorenzo Bertolini @LorenzoScottB]

Introducing PreDA (prefix-based dream annotation), a set of generative LLMs tuned to annotate dream reports for 6 Hall & Van De Castle features! The paper will be presented at LOD 25 conference later this year. Models available here https://t.co/RRmhudanOB
#sleeppeeps

[Adriana Michalak 🧠💤 @dr-adri.bsky.social @AdriMichalak]

💤 As I approach the end of my PostDoc at IMT Lucca, I’m looking for a new job!

🧠 Ideally: Research roles related to sleep/dream/consciousness/cognitive science.

🤖 Open to scientific writing & data analysis, too.

📍 Milan, nearby areas, or Switzerland.

DMs open 💃🏼

[Adriana Michalak 🧠💤 @dr-adri.bsky.social @AdriMichalak]

Contribute to our Research Topic "Understanding conscious experiences during sleep"!

Deadlines:
💤Manuscript Summary Submission: 20.12.2024 💤Manuscript Submission: 28.02.2025

https://t.co/mtQDAKL31T

#consciousexperiences #REMdreams #NREMdreams #DreamEngineering

[Adriana Michalak 🧠💤 @dr-adri.bsky.social @AdriMichalak]

Apply for our @esrs_ecrn Sustaibility Travel Grant for your green travel to the #SleepEurope2024
🌿 💤 🌸 💤 🌿

[The Psychologist @psychmag]

Nod to his piece for us in this @Mark_Blagrove @HuffPost article
https://t.co/VxbJ4XvaOq
The original piece https://t.co/dqrYyppNrI

[Adriana Michalak 🧠💤 @dr-adri.bsky.social @AdriMichalak]

The application for the ESRS Sleep Europe Childcare Support Grant is open!

The grant aims to provide financial support to parents covering childcare at home to enable attendance at the #SleepEurope2024.

A great initiative of @esrs_gef 🥳

https://t.co/jSct1zdPc1

[Adriana Michalak 🧠💤 @dr-adri.bsky.social @AdriMichalak]

During poster sessions at #SleepEurope2024, the Early Career Network Committee @esrs_ecrn will organise poster walks to allow researchers to showcase their posters.
We're still looking for people who would like to lead and chair one of the walks.
💤🧠💤

https://t.co/uWoc9AS4gs

[DReAMy @DreamyLib]

We're sad to miss out on the #neuroscience of #dreaming summers school, and chatting with the community about #NLP and #LLMs for #dream research.

If you're interested, check out our tutorials on our Git page and Colab 😀

https://t.co/QXWsxcFdpl

[DReAMy @DreamyLib]

Hey that's exactly what we do 😀

[International Association for the Study of Dreams @DreamScholars]

Can A.I. Tools Help Us Understand our Dreams?
Jean-Baptiste Beau discusses the use of A.I. language models for dream work and their abilities to discern patterns, emotional tones, and hidden meanings in dream narratives.
**full interview https://t.co/WDFQR4d8f0
#IASD2024

[DReAMy @DreamyLib]

👋 #SleepPeeps, it's new feature time!

Do you need to anonymise #dream reports? We've got you covered, with anonymized, a 1-line solution to find and replace entities.

Try it out in our tutorial section, or online
https://t.co/Nb3thMQNc5

[DReAMy @DreamyLib]

Just checking in with the #sleeppeeps comunity:

How many of you would be interested in a solution to (automatically, duh) anonymese your #dream reports?

[Lorenzo Bertolini @LorenzoScottB]

Hello friends and #sleepeeps, tune in tomorrow if you're interested in #dream analysis and how #NLPproc and #AI can support it!

[Emmanuele Chersoni @EmmanueleChers1]

Next CBS Research Seminar! Join us on Zoom!

Tue, Apr 23, 4:30 PM Hong Kong time
Online via Zoom
Speaker: @LorenzoScottB
Title: Field of dreams: applying NLP to automatize dream content analysis

[ESRS @ESRS_Sleep]

Join in this week's #SSF as we unravel the mysteries of how environmental changes affect our nightly rest. 🌍 Discover insights and tips to enhance your #sleep quality in the midst of evolving climates. Watch the interview: 🔗https://t.co/5LYrcvRHrx

[Adriana Michalak 🧠💤 @dr-adri.bsky.social @AdriMichalak]

If you want to learn more about the impact of #climatechange on #sleep, watch our interview with @keltonminor

🌎 🌡 💤

@esrs_ecrn

[Lorenzo Bertolini @LorenzoScottB]

Hello #sleeppeeps, the official published version of the paper is finally out.

https://t.co/wd49c8t7in