SetFit - Efficient Few-shot Learning with Sentence Transformers

An efficient and prompt-free framework for few-shot fine-tuning of Sentence Transformers (ST).

python -m pip install setfit

⚙️ Github
🗒 Paper
📌 Blog
🦾 Model and Dataset

#مقاله

On Efficient Reinforcement Learning for Full-length Game of StarCraft II

In this work, we investigate a set of RL techniques for the full-length game of StarCraft II

⚙️Github: https://github.com/liuruoze/mini-AlphaStar

📄Paper: https://arxiv.org/abs/2209.11553v1

🗒HierNet-SC2: https://github.com/liuruoze/hiernet-sc2

#مقاله

Data science is not about:
• Using the latest tools
• Plotting the best graphs
• Building the best ML model
• Having the fancy title "Data Scientist"

Data science is about:
• Understanding the business problem
• Being curious to understand the data
• Getting insights from data to solve the problem
• Convincing stakeholders to take action

Remember,

You're a problem solver, Get the foundation right.

News Summarization and Evaluation in the Era of GPT-3

Corpus of 10K generated summaries from fine-tuned and zero-shot models across 4 standard summarization benchmarks.

⚙️Github: https://github.com/tagoyal/factuality-datasets

📄Paper: https://arxiv.org/abs/2209.12356v1

🗒Dataset: https://paperswithcode.com/dataset/cnn-daily-mail-1

#مقاله

A Coarse-to-fine Cascaded Evidence-Distillation Neural Network for Explainable Fake News Detection

a novel Coarse-to-fine Cascaded Evidence-Distillation (CofCED) neural network for explainable fake news detection based on such raw reports, alleviating the dependency on fact-checked ones.

⚙️Github: https://github.com/nicozwy/cofced

📄Paper: https://arxiv.org/abs/2209.14642v1

🗒Dataset: https://paperswithcode.com/dataset/fever

#مقاله

Dilated Neighborhood Attention Transformer

natural, flexible and efficient extension to NA that can capture more global context and expand receptive fields exponentially at no additional cost.

⚙️ Github
🗒 Model
📋 Paper
📌 Dataset

#مقاله

گروه DeepLearning and AI

https://t.me/DeepLearningAIExperts

گروه پردازش زبان طبیعی NLP:

https://t.me/NLPExperts

گروه زبانهای برنامه نویسی پایتون و لینوکس و...

https://t.me/PythonLinuxExperts

کانال گروه :
❇️ @AI_Python

این اپلیکیشن داره از گوشیتون جاسوسی میکن ه حذف کنید.

#فاندیاب

– www.jobbdirekte.no
– www.phdproject.org
– www.jobs.tue.nl
– www.academicpositions.eu
– www.phds.org
– www.universitypositions.eu
– www.phdposition.com
– www.academiccareers.com
– www.indeed.com
– www.infoscholarship.net
– www.euraxess.ec.europa.eu
– mastersportal.eu
– european-funding-guide.eu
– findamasters.com

#پوزیشن یاب
https://scholarshipdb.net/scholarships?q=Geography&l=


https://www.phdportal.com/studies/62951/climate-variability-and-impacts.html

https://www.scholarshipsads.com/category/country/usa-scholarships/


https://www.universitypositions.eu/

https://scholarship-positions.com/


https://euraxess.ec.europa.eu/


https://www.findaphd.com/

https://www.findaprofessionaldoctorate.com/


https://www.university-directory.eu/

https://www.scholars4dev.com/


https://www.phdportal.com/search/#q=ci-82|di-75|lv-phd|tc-EUR&start=10

https://www.fastweb.com/

https://www.scholarships.com/financial-aid/college-scholarships/scholarship-directory/age/age-greater-than-30


https://escholarship.org/search?q=Geography


https://www.intechopen.com/search?term=Geography

https://www.wgu.edu/lp/business/business-scholarships.html?refer_id=129677&ch=DSPLY&s_placement=mail.google.com&s_loc_physical_ms=9003475&s_keyword=&gclid=Cj0KCQjwgJv4BRCrARIsAB17JI53I4lQR5Q5c4w8FijcWfM_wMNG5BjfbcnKr5Zo2YKP051r6bdO5aMaAlpuEALw_wcB


https://www.scholars4dev.com/6499/scholarships-in-usa-for-international-students/


http://novinscholarships.com/page/5/?s&u_course_cat=%25d8%25ac%25d8%25ba%25d8%25b1%25d8%25a7%25d9%2581%25db%258c%25d8%25a7


http://www.universitypositions.eu


https://phdposition.com/

https://wikigeram.com/scholarships

https://www.shortcoursesportal.com/

https://www.educations.com/



https://www.wemakescholars.com/

https://scholarshipdb.net/

https://academicpositions.co.uk/find-jobs/all-in-all-by-all-in-all/ge/1


https://yocket.in/applications-admits-rejects/california-institute-of-technology/2

https://scholars.wlu.ca/geog_etd/


#کاری #دکترا
https://www.academictransfer.com/en/

https://in.indeed.com/m/

https://www-m.academickeys.com/

https://academicpositions.com/

https://www.phdproject.org/


سایت #پست داک
https://postdocjobs.com/

#کانادا
https://www.universitystudy.ca/

https://cfm.ehu.es/about-cfm/job-offers/

https://www.educanada.ca/


جهت اپلای کردن

لیست #سایتهای ارائه دهنده #پوزیشن و موقعیت

اکثرا #اروپا
http://ec.europa.eu/research/index.cfm?pg=notfound&pagesought=mariecuriefp6   

http://phdposition.com/   

http://scholarship-positions.com/   

http://scholarshipdb.net/   

http://www.academickeys.com/   

http://www.academicpositions.eu/   

http://www.dfg.de/en/research_funding/programmes/index.jsp   

سوئیس👇

http://www.eth-gethired.ch/   

http://www.findaphd.com/   

آلمان

http://www.fraunhofer.de/en.html   

http://www.gooduniversitiesguide.com.au/   
https://www.niche.com/colleges/search/best-student-life/

https://www.uni-assist.de/

https://www.daad.de/de/

http://www.graduate-school-ce.de/index.php?id=583   

#کلیه کشورها
http://www.indeed.com/   

http://www.jobbnorge.no/   

http://www.mastersportal.eu/   

http://www.nature.com/naturejobs/science/   

http://www.phdportal.eu/   

http://www.phds.org/   

http://www.phdstudies.com/   

http://www.scholarships-links.com/   

http://www.studyinnorway.no/   

http://www.universitypositions.eu/   

https://www.academictransfer.com/   

https://www.nuffic.nl/en   

https://www.iit.it/careers/openings   

‏۲۰۹ مدرس پایتون نداشت فقط، که اونم حل شد!

‎#جادی
‎#مهسا_امینی
‎#نیکا_شاکرمی


_لوکوموتیو_


@uttweet

بنیاد SheCode برای حمایت از استقلال زنان ایرانی حدود 10 هزار نفر زن رو بورسیه میکنه. اگر زنی در اطرافتون هست که فکر میکنید بدردش میخوره بهش بگید.
پ.ن: از این لینک اقدام کنید:
http://Shecodesfoundation.org/iran

🎞 Inverting a Rolling Shutter Camera: Bring Rolling Shutter Images to High Framerate Global Shutter Video

⚙️Github: https://github.com/gitcvfb/rssr

📄Paper: https://arxiv.org/abs/2210.03040v1

🗒Dataset: https://paperswithcode.com/dataset/carla

#مقاله

Two fully-funded positions, one PhD and one MSc, are available in the University of Victoria’s Department of Computer Science, for September 2023.

Some core focus areas include:
(a) online learning/sequential prediction, including (but not limited to) theoretically principled methods for representation learning and lifelong learning.
(b) the intersection of mechanism design and machine learning;
(c) the intersection of machine learning with fairness, privacy, and other societally important considerations.

Successful candidates will have freedom to explore other theoretically-motivated research topics within machine learning.

An ideal candidate at the PhD level has a Master’s degree specializing in Machine Learning, Computer Science, or Statistics. Related, mathematically-oriented degrees such as e.g. Electrical Engineering, Mathematics, Physics also will be viewed favorably. Some previous exposure to machine learning is essential.
Interested Applicants

If you are interested in doing a PhD or MSc with me in machine learning theory, please email me with a brief introduction, including your research interests and academic background. In addition, the application form can be found here:
https://www.uvic.ca/engineering/computerscience/graduate/applying/index.php
The deadline to apply is December 15th. Please indicate in your application that you would like to work with me, and describe in your application your research interests within machine learning theory.

Women and individuals from underrepresented minority groups are especially encouraged to apply.



Contact Information

Nishant Mehta
nmehta@uvic.ca
http://web.uvic.ca/~nmehta

A fully funded PhD position is available at University of Bath, UK, at the topic of "Learning disentangled representations to achieve responsible and transparent AI" as part of Centre for Doctoral Training for Accountable Responsible and Transparent AI: 4 years with the first taught year of MRes and 3 years of PhD afterwards.

Starting date is expected 2 October 2023.

More details can be found at https://www.findaphd.com/phds/project/learning-disentangled-representations-to-achieve-responsible-and-transparent-ai/?p126159

The LanguageX lab at Penn State (https://www.wenpengyin.org/languagex-lab), led by Prof. Wenpeng Yin, is looking for a postdoctoral researcher who can start to work as early as possible in 2023. The research area is flexible in Natural Language Processing (NLP), Language+Vision, or other language-driven AI problems.

Contract: two years with a competitive salary

Requirement: outstanding research profile, such as your publications.
How to apply: Pls send your CV and Google Scholar to wyin.record@gmail.com if interested. Shortlist will be invited for interview.

یک نرم افزاری در گروه های تلگرامی با عنوان text me برای فیلترشکن در حال انتشار است اکیدا توصیه میشود از دانلود و نصب آن بر روی گوشی های خود اجتناب کنید بااینکار گوشی شما هک خواهد شد و عواقب جبران ناپیری برای شما ایجاد خواهد کرد. مراقب هرگونه VPN باشید.

آیا VPN ما امنه؟؟!

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فیلترشکن خودتون رو روشن کنید و وارد سایت بشین اگر آیپی اصلی با اطلاعات شما یکسان باشه یعنی دچار مشکل شده و در اولین فرصت VPN خودتون رو حذف کنید

❇️ @AI_Python

اولین صحنه قسمت جدید ریک‌و‌مورتی!
@ai_python