Success with AI driven tools 30082023.pdf

AI Driven tools

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Enhancing Academic Success with AI-Driven Tools
Dr Faheem Ullah
Assistant Professor
The University of Adelaide, Australia

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Editage: Making researchers successful. Making research consumable.
Editageis the world’s foremost academic
solutions partner to researchers, journals,
publishers, institutions, and corporations
worldwide.
VISION and MISSION: To accelerate global scientific research communication by helping scholars break
through the confines of geography and language, bridge the gap between authors and peer-reviewed
journals, and accelerate the process of publishing high-quality research.
Mumbai
Tokyo
Princeton
Seoul
Shanghai
Singapore
Beijing
London
500,000+
researchers served
20+
years’ experience
1,300+
in-house employees
2,500+
scientific collaborators
worldwide
30+
partnerships
190+
countries
2 million+
projects executed
Recommended by
2,000+
journals
Mumbai
Tokyo
Princeton
Seoul
Shanghai
Singapore
Beiji
ng
London
Denm
ark Princeton
Denmark
London
Mumbai
Singapore
Shanghai
Beijing
Seoul
Tokyo

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Artificial Intelligence (AI)
AI will overtake humans and grow more
intelligent than our species by 2025.
AI will be more transformative to humanity
as a species than electricity and fire.
As a technologist, I see how AI and the
fourth industrial revolution will impact every
aspect of people's lives.

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AI for Research –Why?
Efficient Research ??????
•AI tools help researchers to efficientlyscan through existing literature, which saves substantial time and resources.
Improved Research Quality ??????
•AI's analytical abilities help researchers to identify patterns and make new discoveries that would have been difficultto
achieve previously.
Global Accessibility ??????
•The integration of AI in research processes is making it possible for scientists around the world to access and use AI-
powered tools, thus creating a more level playing field in research.

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AI for Research –What?
Artificial intelligence has
revolutionized research by
providing various tools to aid in
literature review, writing, gap
analysis, and data analysis
processes.
AI for Writing
AI for Literature Review
AI for Note Taking
AI for Productivity
AI for Paper Reading
AI for Research Presentations

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AI Tools for Research

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AI Tools for Paper Writing

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AI Tools for Literature Review

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AI Tools for Note Taking

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AI Tools for Research Productivity

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AI Tools for Paper Reading

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AI Tools for Research Presentations

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Poll 1
Q: Have you used Paperpalbefore?
a)Yes
b)No

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Paperpalfor Writing

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Paperpalfor Writing
Tailored for Research Writing
Unlike other tools (e.g., Grammarly), Paperpalis
specifically designed for scientific writing. It
assesses the quality of writing as per the
scientific writing standards.
Accurate Detection of Errors
Paperpaldetects basic writing errors with 100%
accuracy. These errors include but are not
limited to article use, punctation, and sentence
structure, etc.

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Paperpalfor Writing
Language Translations
If English is not your first language, you can
write in your native language and then Paperpal
can accurately translate it to English for you. It
supports more than 25 languages.
Simple and Easy to Use
Paperpalis a very user-friendly tool. It only
requires a simple user registration that hardly
takes 1-2 min. Also, it's is very easy to use even
for novice writers.

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Paperpalfor Writing
Manuscript Review
If you have a manuscript already prepared.
Paperpalcan review it for you with full language
checks and track the changes for you. It also
offers multiple free rounds of review.

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Paperpalfor Writing
Rewrite
Efficiently paraphrase your writing. Paperpal
gives you updated version of your paragraph,
which is more refined version as it adds variety
and clarity to text while keeping the academic
tone preserved.
Trim the text
If your paper is out of the limit, Paperpalwill
automatically trim it for you without affecting the
meaning or tone of your writing. Paperpalcan
shorten the text for you by up to 30%.

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Paperpalfor Writing

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Poll 2
Have you used ChatGPT in your research process?
a)Yes
b)No

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Poll 3
What have you used ChatGPT for?
a)Literature review
b)Summaries
c)Language check
d)Generating outlines
e)Q&A
f)Other

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Caution with ChatGPT
Lack of Fact Checking
ChatGPT is a language model that generates
responses based on patterns and examples in the
training data. It does not have access to real-time
information or the ability to verify the accuracy of
the information it provides. This means that it can
occasionally produce incorrect or outdated
information, which can be problematic for
academic research where accuracy is crucial.
1 Bias and Subjective
Response
ChatGPT learns from the data it is trained on,
which can include biased or subjective
information. As a result, the model may exhibit
biased behavior or provide subjective opinions
rather than objective analysis. This can be
problematic for academic research that requires
impartiality and objectivity.
2
Lack of Transparency
ChatGPT is a complex neural network with
millions of parameters, making it challenging to
understand why it generates specific responses. It
can be difficult to trace the reasoning or sources
behind the information it provides, limiting the
transparency and reproducibility of the research
conducted using ChatGPT.
3

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Caution with ChatGPT
Limited Contextual
Understanding
While ChatGPT can generate coherent responses,
it may not always fully understand the context or
nuances of a research topic. It can produce
responses that sound plausible but may not
accurately capture the depth or complexity of the
subject matter. Researchers must carefully
evaluate and verify the information.
4 Ethical Considerations
Using ChatGPT for research raises ethical
concerns regarding data privacy and potential
misuse. The model may inadvertently generate
inappropriate or offensive content, and
researchers must take precautions to prevent any
harm that could arise from using the model
irresponsibly or without appropriate safeguards.
5
Lack of Domain-specific
expertise
ChatGPT is a general-purpose language model
that lacks specialized knowledge in specific
academic domains. While it can provide general
information on various topics, it may not possess
the depth of understanding or domain-specific
expertise required for advanced academic
research in specialized fields.
6

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Use of AI –Things Researchers should do
1.AI supports, but does not replace
2.Be mindful of biases and limitations
3.Do not trust AI blindly
4.Use it to get ideas but actively review the output and rewrite in your own voice
5.Preserve academic integrity
6.Beware of plagiarism
7.Protect sensitive information
8.Keep up to date about the use of AI

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Get Help from Experts –When?
AI Expert
Lack of domain-specific expertise Has domain-specific expertise
•Experts have specialized knowledge and expertise in
their respective fields.
•They can provide insights, guidance, and critical
evaluation of your research from a perspective that AI
tools may lack.
•They can help identify gaps, suggest alternative
approaches, and provide valuable feedback based on
their experience and domain-specific knowledge.

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Get Help from Experts –When?
AI Expert
Lack of critical thinking Offers critical thinking & analysis
•Experts can offer valuable critical perspectives on
your research.
•They can help you think critically about your
assumptions, methodology, and the implications of
your findings.
•They can challenge your ideas, encourage deeper
analysis, and provide constructive criticism that can
improve the overall quality and validity of your
research.

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Get Help from Experts –When?
AI Expert
Lack of context Has contextual understanding
•Experts have a deep understanding of the broader
academic context and ongoing research in their field.
•They can provide insights into existing literature,
highlight relevant studies, and guide you in placing
your research within the larger academic discourse.
•This contextual understanding is crucial for
developing a well-rounded and informed research
project.

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Get Help from Experts –When?
AI Expert
No validation and credibility Has validation and credibility
•Feedback from experts adds credibility and validation to your
research.
•By seeking their input, you demonstrate a commitment to rigorous
academic standards and a willingness to engage with the
academic community.
•Their endorsement of your work can enhance its acceptance and
recognition within the scholarly community.

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Key Takeaways
•The use of AI tools in education/academia will further increase in near future
•AI tools are used to improve the quality and speed of research
•AI tools are used in various sectors of research.
•These sectors include writing, literature search, note taking, productivity, paper reading, and
presentations.
•Paperpalis a very widely used AI tool for paper writing
•Researchers should be cautious about the use of tools like ChatGPT
•Tools like ChatGPT cannot replace experts. Therefore, it’s best to take experts’ opinion when
required.

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Thank you
Dr Faheem Ullah
Assistant Professor, The University of Adelaide
www.cactusglobal.com