SciSpace AI Literature Review Workspace - Find and survey relevant papers in minutes

SciSpace (formerly Typeset)
6 Sept 202305:48

TLDRSciSpace's Literature Review Tool simplifies the research process by enabling users to find and review relevant scientific papers efficiently. The tool allows users to search for papers based on a topic or question, sort and filter results, and gain insights from the top papers. It also offers custom columns for specific information and supports 75 languages for non-native English speakers. The tool includes a feature called Copilot, an AI research assistant for further explanations and summaries. The platform aims to save time and facilitate the formation of insightful research questions.

Takeaways

  • 📚 The SciSpace Literature Review tool is designed to assist in efficiently finding and reviewing relevant scientific papers for research projects.
  • 🔍 The tool allows users to search for papers based on a topic or question, and the results are automatically sorted by relevance to the query.
  • 📊 Users can apply various filters such as full PDFs, Open Access, year, and publication type to refine their search.
  • 📈 The tool provides an overall insight from the top five papers, which updates as papers are added or removed from the search list.
  • 📝 SciSpace displays paper-specific insights like TL;DR, Conclusion, and other information in columns for quick reference.
  • 🛠️ Custom columns can be created to extract specific information from all papers, such as the problem statement.
  • 🌐 The tool supports 75 languages, aiding non-native English speakers in understanding dense scientific jargon.
  • 🗂️ Users can curate a collection of relevant papers and export it as a .csv file for sharing and future reference.
  • 🤖 The AI research assistant, Copilot, offers explanations and summaries of text, math, and tables within a paper, and answers follow-up questions contextually.
  • 📖 The tool is particularly beneficial for students and early researchers who are overwhelmed by the literature review process.
  • 🚀 By utilizing the Literature Review tool, users can save time, gain a better understanding of their topic, and formulate more insightful research questions.

Q & A

  • What is the primary purpose of conducting a literature review?

    -The primary purpose of conducting a literature review is to find related papers, understand the topic at hand, and come up with a research question before proceeding with the research. It helps in getting a comprehensive understanding of the existing body of knowledge on a particular subject.

  • How does SciSpace's Literature Review Tool assist researchers?

    -SciSpace's Literature Review Tool assists researchers by providing a platform to easily discover and review scientific literature. It allows users to search for papers based on a topic or question, sort and filter results, gain insights from the top papers, and even use custom columns to extract specific information from multiple papers efficiently.

  • What are some of the filters that can be applied on SciSpace to refine search results?

    -On SciSpace, users can apply filters such as full PDFs, Open Access, year, and publication type to refine their search results and make them more relevant to their query.

  • How does SciSpace provide insights into the papers found in the search results?

    -SciSpace provides insights by summarizing the top five papers and displaying paper-specific insights like conclusions, methodologies, practical implications, and limitations in the form of columns. This helps users understand the essence of the papers without reading them in their entirety.

  • What is the significance of the custom columns feature in SciSpace's Literature Review Tool?

    -The custom columns feature allows users to request specific information from all papers, such as the problem statement, methodology, or any other particular detail. This helps in extracting relevant data efficiently and comparing multiple papers on one screen.

  • How does SciSpace cater to non-native English speakers?

    -SciSpace caters to non-native English speakers by offering a translation feature that supports 75 languages, allowing users to understand dense scientific jargon in their preferred language.

  • What is the function of the collection feature in SciSpace?

    -The collection feature in SciSpace allows users to curate a set of relevant papers by removing irrelevant ones. This collection is automatically saved and can be exported as a .csv file for sharing with colleagues or further analysis.

  • What is Copilot in the context of SciSpace's Literature Review Tool?

    -Copilot is an AI research assistant integrated with SciSpace's Literature Review Tool. It provides explanations and summaries of text, math, and tables in a paper, and can answer follow-up questions based on the context, aiding users in better understanding the topic or specific papers.

  • How can the Literature Review Tool help in the research process?

    -The Literature Review Tool helps in the research process by streamlining the literature review stage, saving time, and enabling researchers to identify relevant papers and extract key insights. This makes it easier to form well-informed research questions and contributes to a more efficient research workflow.

  • How can users engage with SciSpace after using the Literature Review Tool?

    -After using the Literature Review Tool, users can share their experiences and ask further questions through comments on the platform. The SciSpace team encourages feedback and questions to continually improve the tool and provide assistance where needed.

Outlines

00:00

📚 Introduction to SciSpace's Literature Review Tool

This paragraph introduces the viewer to SciSpace's Literature Review tool, presented by the speaker. It explains the purpose of a literature review in the context of research and highlights the challenges faced by students and early researchers. The speaker then introduces the Literature Review Tool as a solution to these challenges, mentioning its features and benefits. The tool is designed to help users discover and review scientific literature more efficiently by providing search results based on topics or questions, offering filters, and sorting options to refine the search. Additionally, it provides insights from the top five papers and allows users to add custom columns for specific information needs. The tool supports non-native English speakers by offering translations in 75 languages. The paragraph concludes by mentioning the ability to curate a collection of papers and export it as a .csv file.

05:03

🤖 Enhancing the Literature Review Process with Copilot

The second paragraph focuses on the integration of Copilot, an AI research assistant, with the Literature Review tool. It explains how Copilot can aid users in understanding complex scientific jargon and concepts by answering questions about the top insights and papers in the collection. The speaker encourages viewers to ask questions to deepen their understanding of the topic and form a more insightful research question. The paragraph ends with a call to action for viewers to try the tool themselves and share their experiences, as well as to ask further questions in the comments section.

Mindmap

Keywords

💡Literature Review

A literature review is a comprehensive analysis of previously published writings pertaining to a specific topic or research question. It is a critical summary and evaluation of the existing body of research that helps to establish the current state of knowledge on a subject. In the context of the video, literature review is the process of finding, understanding, and synthesizing relevant academic papers to develop a research question or hypothesis for further investigation.

💡Research Project

A research project is a systematic endeavor that aims to investigate a specific question, issue, or problem through the application of scientific, artistic, or social science methodologies. In the video, the research project is the ultimate goal of conducting a literature review, where one starts with a broad topic and narrows it down to a specific research question based on the insights gained from the literature review process.

💡SciSpace

SciSpace is a platform introduced in the video that provides tools to assist researchers in their literature review process. It is designed to help users find and review scientific literature efficiently. The platform's Literature Review Tool is highlighted as a valuable resource for simplifying the discovery and analysis of relevant academic papers, which is crucial for formulating a well-informed research question.

💡Google Scholar

Google Scholar is a widely recognized search engine specifically designed for academic literature across many disciplines. It indexes recent and influential scholarly works, including articles, theses, books, and conference papers. In the video, Google Scholar is mentioned as a common starting point for researchers but is noted to have limitations when it comes to discovering new papers without a specific title in mind.

💡Filters

In the context of the video, filters refer to the criteria that can be applied to narrow down a search to more precisely find relevant academic papers. These filters can include parameters such as full PDF availability, Open Access status, publication year, and publication type. By using filters, researchers can tailor their search results to better suit their needs and focus on the most pertinent literature for their research.

💡Insights

Insights in the video refer to concise summaries or key takeaways from the top papers related to the user's query. These insights provide a quick overview of the research findings, methodologies, practical implications, and limitations of the papers. They are designed to save time for the researcher by offering a snapshot of the paper's content without the need to read the entire document at the outset.

💡Custom Columns

Custom columns are a feature within SciSpace's Literature Review Tool that allows users to request specific information from all papers in their search results. This functionality enables researchers to focus on particular aspects of the papers that are most relevant to their research, such as the problem statement, methodology, or results. By extracting this information into custom columns, users can easily compare and contrast multiple papers based on their specified criteria.

💡Abstract

An abstract is a brief summary of a scholarly paper that presents the main findings, research methods, and conclusions of the study. In the video, the insights generated by SciSpace's tool are derived from the abstracts of the papers, which means that if an abstract is not clear or detailed enough, the tool may display 'NA' (not available) for certain requested information. The abstract is the source of the information used to create the paper-specific insights that help researchers in their literature review process.

💡Collection

A collection in the video refers to a curated set of papers that a researcher has deemed relevant after conducting their literature review. This collection is automatically saved on the SciSpace platform, allowing the user to easily access and manage the papers they have selected. The collection can also be exported as a .csv file for sharing and collaboration with colleagues, facilitating teamwork and communication in research projects.

💡Copilot

Copilot, as mentioned in the video, is an AI research assistant integrated into SciSpace's platform. It functions to provide explanations and summaries of text, math, and tables within a paper, as well as to answer follow-up questions based on the context. This tool is particularly useful for enhancing understanding of complex scientific concepts or jargon, and it can assist researchers in diving deeper into a topic to form a more insightful research question.

💡Non-baryonic Particles

Non-baryonic particles are a type of particle that does not fall under the category of baryons, which are particles made up of three quarks, such as protons and neutrons. Non-baryonic particles include those that make up dark matter, which is a form of matter that does not interact with electromagnetic radiation and is therefore invisible to the naked eye. In the video, the term 'non-baryonic particles' is used as an example of a complex scientific concept that a user might seek to understand better with the help of Copilot, the AI research assistant.

Highlights

SciSpace's Literature Review tool is introduced as a solution for efficiently finding and surveying relevant papers.

The literature review process is essential for understanding a research topic and formulating a question before conducting research.

SciSpace addresses the challenge of discovering new papers by allowing searches based on topics or questions, not just paper titles.

Papers found can be sorted and filtered by relevance, full PDF availability, Open Access, year, and publication type for precise searching.

SciSpace provides an overall insight from the top five papers, which updates as you modify your search list.

Paper-specific insights such as methodology, practical implications, conclusions, and more are displayed in easily accessible columns.

Custom columns allow users to request specific information from all papers, enhancing the review process.

Abstract clarity is important as SciSpace's columns extract information from them; unclear abstracts may result in 'NA'.

Insights from multiple papers can be viewed on one screen, streamlining the comparison and contrasting process.

Non-native English speakers can choose from 75 languages to understand scientific jargon more easily.

Users can curate a collection of relevant papers, which is automatically saved and can be exported as a .csv file.

Copilot, an AI research assistant, offers explanations and summaries of text, math, and tables within papers, as well as contextual answers to follow-up questions.

The Literature Review tool, paired with Copilot, aids in diving deeper into topics and forming insightful research questions.

The interactive tutorial video invites users to try the tool themselves and share their experiences for further improvement.

The video encourages viewers to ask questions and engage in discussions about the tool in the comments section.

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