Whenever you’re in academia, studying analysis papers is a part of on a regular basis life — at the least it’s presupposed to be. It’s possible you’ll be engaged on a paper or thesis and wish to do a radical literature evaluate. Or chances are you’ll simply wish to meet up with your space of curiosity. These scholarly works are written for specialists, with dense language that makes common studying a problem even when the subject is acquainted.
But, there is a larger, extra frequent downside.
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I hooked Obsidian to a neighborhood LLM and it beats NotebookLM at its personal recreation
My notes now discuss again and it’s terrifyingly helpful.
I used to be saving papers greater than I used to be understanding them
My “learn later” system was doing all of the studying
I am certain most individuals working in academia have both a messy Google Drive folder with lots of of papers or a Zotero library that feels vaguely acquainted after just a few months. Each time you come throughout one thing you suppose you’re keen on, you obtain the paper or add it to Zotero or Mendeley. However this not often interprets to truly studying them. It is not that we strive. There are bigger points at play.
For one, analysis articles will not be in probably the most accessible format. You’ll be able to both obtain them as a PDF or entry the net web page to learn them. Neither of those choices is absolutely nice for comprehending complicated ideas and concepts on the go. Anybody who has tried studying a paper throughout a commute is aware of the sensation. Even once you strive your greatest to prepare your papers primarily based on titles, tags, and classes, you find yourself with an enormous variety of saved papers that you have not totally learn.
I used to be fed up with this unproductive routine and determined to offer NotebookLM a strive.
I attempted NotebookLM with out anticipating a lot
One other summarizer, I assumed—till I hit play.
I’m not new to NotebookLM and its potential for analysis help. But, I’ll admit that it took me a while to combine the Audio Overview characteristic of NotebookLM into my tutorial analysis itinerary. Truthfully, I used to be not likely certain whether or not NotebookLM can be an efficient alternative for this goal. I’ve tried a number of AI summarizers earlier than, however most of those instruments primarily compressed the textual content, with out doing a lot to assist me perceive the core concepts or ideas.
Nonetheless, the NotebookLM expertise felt genuinely completely different.
Creating an audio abstract with NotebookLM was simple. I created a pocket book and uploaded the paper’s PDF to grasp it higher. Then I clicked the Audio Overview button in the correct pane, and the abstract was prepared in a couple of minutes! I may both obtain this audio file or take heed to it straight from my smartphone. Now, ease of use is nice, however I first wished to see whether or not NotebookLM does justice to the paper’s content material and arguments.
I ran a number of analysis papers via NotebookLM’s audio overview characteristic, and I bought genuine, spectacular summaries I might really take heed to. In contrast to the text-based summarizers I had tried earlier than, the overviews from NotebookLM have been extra centered and understood the paper’s core argument. That is one thing necessary if you find yourself attempting to resolve whether or not you wish to embody this in your work or make it a part of a literature evaluate.
This expertise helped me arrange a pipeline for going via analysis papers.
Listening to papers modified how they match into my day
Analysis moved into the gaps as an alternative of demanding a slot
As I discussed earlier, when you create an audio abstract in NotebookLM, you may entry it in a few methods. You’ll be able to both obtain the file or entry the audio overview within the Android or iOS NotebookLM apps. Each choices permit me to learn a analysis paper with out being in entrance of a giant display screen. It additionally meant that I may accommodate this analysis exercise into extra versatile schedules. This method has modified the best way I learn papers.
The pliability meant I may take heed to a analysis paper whereas commuting or through the time between lectures. As an alternative of looking for a 2-hour window solely for studying papers, I may use my free time to get the duty finished. This passive listening fashion was nice for bettering retention, and I appeared to grasp the core arguments higher than when skimming a paper. Not having to remain centered on a display screen led to much less visible pressure.
The customization choices from NotebookLM’s audio overviews additionally assist me on this regard. You’ll be able to select a few components when creating an summary. You’ll be able to select between a number of modes, reminiscent of temporary, deep dive, critique, and debate, and I get to do it relying on the work that I’m attempting to grasp. If I come throughout a very important paper, I may additionally ask for a extra detailed overview with customized directions.
General, the expertise has been a number of occasions higher than including dozens of papers to Zotero each week and barely studying certainly one of them. Nonetheless, I ought to point out that Audio Overviews aren’t excellent. As an example, complicated tables, equations, and graphs from analysis papers aren’t at all times correctly translated to audio. I have not run into this problem, since I largely learn articles within the arts and humanities, however STEM analysis papers could face hassle.
OS
Android, iOS, Internet-based app
Developer
Pricing mannequin
Free
Audio turns into the filter, not the alternative
I wish to make one thing clear. The audio overviews you create aren’t going to switch the insights you get once you undergo a full paper. The purpose of this workflow is to not change precise studying with NotebookLM both. As an alternative, I like to recommend utilizing audio overviews as an efficient filter to resolve whether or not you need to spend extra time on an article. Here is an instance.
For example that you simply got here throughout near 50 articles in your literature critiques. Studying all these articles individually will not be a great way to spend your time, and chances are you’ll not even want all of them in your precise work. The concept can be to take heed to the audio overviews of all these articles, get to the core understanding, after which use these insights to filter out the papers you really want. This manner, you aren’t losing numerous time whereas nonetheless ensuring you’re grabbing the argument from the correct papers.
On the finish of the day, you make one of the best use of your idle time, and you do not have to fret about dedicating whole days or perhaps weeks to studying analysis papers!
