Jun 28 Getting started with reading Deep Learning Research papers: A short note before you start — I am no expert at Deep Learning. I have only recently started reading research papers.
A Step-by-Step Guide for Non-Scientists To form a truly educated opinion on a scientific subject, you need to become familiar with current research in that field.
And to be able to distinguish between good and bad interpretations of research, you have to be willing and able to read the primary research literature for yourself. Reading and understanding research papers is a skill that every single doctor and scientist has had to learn during graduate school.
You can learn it too, but like any skill it takes patience and practice. Reading a scientific paper is a completely different process from reading an article about science in a blog or newspaper.
Not only do you read the sections in a different order than they're presented, but you also have to take notes, read it multiple times, and probably go look up other papers in order to understand some of the details. Reading a single paper may take you a very long time at first, but be patient with yourself.
The process will go much faster as you gain experience. The type of scientific paper I'm discussing here is referred to as a primary research article. It's a peer-reviewed report of new research on a specific question or questions.
Most articles will be divided into the following sections: Before you begin reading a paper, take note of the authors and their institutional affiliations. Also take note of the journal in which it's published.
Be cautious of articles from questionable journalsor sites like Natural Newsthat might resemble peer-reviewed scientific journals but aren't. Begin by reading the introduction, not the abstract.
The abstract is that dense first paragraph at the very beginning of a paper. In fact, that's often the only part of a paper that many non-scientists read when they're trying to build a scientific argument.
This is a terrible practice. I always read the abstract last, because it contains a succinct summary of the entire paper, and I'm concerned about inadvertently becoming biased by the authors' interpretation of the results.
Identify the big question. Not "What is this paper about? Look closely for evidence of agenda-motivated research. Summarize the background in five sentences or less. What work has been done before in this field to answer the big question?
What are the limitations of that work?How to (seriously) read a scientific paper. By Elisabeth Pain Mar. 21, , PM. Adam Ruben’s tongue-in-cheek column about the common difficulties and frustrations of reading a scientific.
Reading and understanding research papers is a skill which every single doctor and scientist has had to learn during graduate school. You can learn it too, but like any skill it takes patience and practice.
READING COMPREHENSION AND READING STRATEGIES Rebecca J. Baier A Research Paper Submitted in Partial Fulfillment of the Requirements for the t Master -.
of~u~on Degree, r;l Approved: 2 Semester Credits The Graduate School University of Wisconsin-Stout December, Mar 05, · Writing a Research Paper.
This page lists some of the stages involved in writing a library-based research paper. Although this list suggests that there is a simple, linear process to writing such a paper, the actual process of writing a research paper is often a messy and recursive one, so please use this outline as a flexible guide.
Reading a scientific paper should not be done in a linear way (from beginning to end); instead, it should be done strategically and with a critical mindset, questioning your understanding and the findings.
Jun 18, · Reading and understanding research papers is a skill that every single doctor and scientist has had to learn during graduate school. You can learn it too, but like any skill it takes patience and.