AI tools for research

In this guide, you will find our selections from a wide range of artificial intelligence (AI) tools that offer new possibilities in academic information retrieval. They are based on large language models (LLMs) and mostly search the internet. Please note that they may occasionally “hallucinate” (i.e., generate text containing incorrect information) and that they generally work best in English. Consequently, we recommend approaching search results critically.

Below you will find a selection of AI-based search tools that can help you navigate scholarly literature. Enter your prompt (a question or a sentence) in the search box.

SciSpace

The Literature Review function provides a list of resources based on your prompt (or keywords and operators). It generates a short summary of each, as well as compiling the five most relevant ones into a paragraph covering the topic. It draws on freely available metadata and articles published in the open access mode. The tool has other functions beyond literature search (text analysis and paraphrasing or AI detection) and is currently also available within ChatGPT (see the AI chatbots tab).

Consensus

Consensus searches the Semantic Scholar database for resources to answer your query. The Synthesize and Copilot (available with limitations) functions summarize selected publications. If your question can be answered yes/no, the tool will also give percentages. The sources recommended can be filtered by year of publication, number of citations, research methods (e.g., study conducted on animals), journal type, or discipline. Consensus is now also available within ChatGPT (see the AI chatbots tab).

Elicit

Elicit uses the Semantic Scholar database. Like SciSpace, it attempts to find the most relevant sources in order to answer your question, summarizing the content in a similar way. Note that using keywords and operators instead of questions yields less precise results.

Scite_

Scite_ focuses on how a given paper has been cited, making use of a vast range of databases. It analyzes the citations in a selected publication, labeling them as merely mentioning, supporting, or contesting ("contrasting") the selected item, as well as counting the number of self-citations. To provide context, it shows a section of the text that surrounds each citation. Scite_ also informs you if a paper has been amended or retracted after publication. A browser extension and a chatbot function are available. Most of the functions are only available with a subscription.

 

 

 

You will find a selection of mapping tools in this section. If you have already created a corpus of literature that you draw on, they can help you navigate it better, as well as recommend other resources based on it.

Research Rabbit

Searching either the Semantic Scholar or the PubMed database, Research Rabbit makes suggestions based on the sources that you place into a collection. Mapping connections between the papers you select, it recommends additional results of similar research carried out in the field, as well as a list of relevant authors. Collections can be shared and items in them annotated.

Litmaps

Litmaps draws on the Semantic Scholar database and open access metadata from Crossref and OpenAlex. The Seed function maps references and citations of a selected article. Discover connects multiple papers and suggests other similar sources. Map/Visualize creates graphs based on publication dates and citation counts. Visualizations can be adjusted using the mouse, exported, or shared. Additional functions are available in the Litmaps Pro plan.

Inciteful

Inciteful searches several databases to map interconnections between selected papers. The Paper Discovery function allows you to create a collection and then suggests similar sources. You can also narrow down your results using filters and keywords (this is a subscription feature in Litmaps). The Literature Connector function links two publications of your choice based on their citations.

 

 

 

AI chatbots generate text based on your input and the chatbot’s internal parameters (i.e., a dataset trained on a large amount of data organized according to statistical probability). In addition to the information retrieval function, where gaps can still be identified, chatbots can help with writing, language editing, text analysis, programming, and other tasks.

We recommend caution regarding the accuracy of AI-chatbot generated information. Ideally, check the sources cited and then draw directly on them. In addition to hallucinations, these tools may also struggle to understand complex queries, have limited awareness of current affairs, and may provide irrelevant sources. If you decide to use text generated by a chatbot, verify that you are not breaking your institution's rules, especially with regard to plagiarism and citation. For more information, feel free to arrange an individual consultation with us.

ChatGPT

The oldest of the AI chatbots listed in this section. ChatGPT was developed by OpenAI and the basic version has been freely available since autumn 2022. Like other chatbots, it engages in a conversation with a user on a wide range of topics. By default, ChatGPT uses the less advanced GPT-3.5 language model and lacks access to the internet, generating text based solely on its own dataset and the questions asked.

* However, some elements of the subscription version have been available since May 2024.

ChatGPT Plus

In addition to GPT-3.5, two other language models are currently available, GPT-4 (since March 2023) and GPT-4o (since May 2024). Both can be used, among others, as part of the Plus subscription package ($20/month), which also enables internet searches. At the same time, non-paying users currently have limited access to many Plus package features until a threshold of tokens is met.

GPT-4o

The GPT-4o model enables advanced multimodal communication within ChatGPT that includes text, speech, and video. Additionally, it enables online searches, uploading files and images, and access to other tools based on GPT language models. Users can also create their own specialized chatbot trained on selected data. The tool is integrated with some Microsoft and Google applications

Tools integrated with ChatGPT

Among the additional features included in the ChatGPT Plus package (with limited availability for the free ChatGPT version), users gain access to a wide range of other tools based on GPT language models, from those specifically geared towards research (e.g., SciSpace or Scholar GPT) to those used to create images such as DALL-E 3.

Microsoft Copilot

Previously Bing Chat, this Microsoft product functions as a Bing search assistant. Built on OpenAI's GPT-4 language model, it generates text based on its search of the internet, referring to the sources it finds. You can choose between Creative, Balanced, and Precise modes, the last being best suited to information searches. A limited number of turns per conversation and chats is allowed per day.

Gemini

Previously Bard, this Google product that uses its own language model, PaLM 2, made fully available in the summer 2023. It searches the internet but does not always reference its sources. Bard is integrated with other Google products, allowing users to export answers and save them as a document on Google Drive or to email them as text from a Gmail account.

Perplexity AI

This chatbot answers your prompts by searching the internet and generating text with references to the sources. It also suggests further questions that you might want to ask. The Copilot function, using the GPT-4 large language model from OpenAI, allows access to more precise answers, but its use for free is limited. A mobile app is available.

Claude

AI chatbot developed by Anthropic. Its biggest strength is its ability to quickly process and synthesize information (including documents you have uploaded). It does not refer directly to the sources and its knowledge is limited to its training data (and your input). The free version uses the less-advanced Claude 3 Sonnet model and the subscription version uses the more advanced Claude 3Opus.

 

 

 

The tools listed here summarize selected text and generate answers to your questions (this feature is now also offered by some chatbots). Some of them search for additional resources.

Using text analyzers can save time, but we advise that you double-check the content created. We also recommend verifying that you are allowed to upload a given document to the tool (e.g., keep copyright issues or your institution's rules in mind). If you would like more advice, do not hesitate to contact us.

Searching for resources based on a selected publication

When you highlight a specific section of the text, the tools below will search for and recommend resources related to the highlighted section.

SciSpace

In addition to summarizing the content of an entire article, SciSpace can also analyze a selected section, paraphrasing it in various ways, and search for additional sources. It draws on freely available metadata and publications available on the internet (open-access publications). This tool also reads files you upload yourself. A browser extension is available. SciSpace can be used for additional purposes (e.g., literature search or AI detection).

Keenious

Keenious offers literature relevant to a text that you have uploaded, searching in the OpenAlex database. It creates a list of sources that you can further filter by date of publication, number of citations, or availability (open access). The tool can be integrated with MS Word as an add-in. You can export a source list into your citation manager. A basic version is available for free; the full version with a subscription plan.

Searching for information within your text

Unriddle

Unriddle summarizes an article and answers your questions. You can upload the text as a file or search for it online by entering its URL. You can also write and save notes. By default, the tool uses the GPT-3.5 and Claude-3-Haiku language models. The subscription Pro version allows access to Unriddle features without any restrictions, while Premium also offers a choice of GPT-4o and Claude-3.5-Sonnet models.

ChatPDF

ChatPDF provides a summary of any text you upload as a pdf file or of an open access paper (via its URL). It answers your questions based on the content and generates additional ones using the GPT-3.5 model. Only three tasks are allowed per day without the ChatPDF Plus subscription plan.

Humata

Humata summarizes any uploaded pdf text file and uses its content to generate answers to your questions as well as offering some of its own. It also highlights the relevant sections of the text and provides page numbers with hyperlinks. Free use is limited to sixty pages.

Text analysis is also enabled in some chatbots.

 

 

 

Below is a selection of tools whose purpose is to analyze text and determine whether it has been generated with the use of an AI tool (especially a chatbot). Most of them currently analyze only text in English. It can be inserted directly into a text box or uploaded as a file.

Results are estimations and may vary between individual AI detectors. Do not hesitate to contact us if you have any questions.

SciSpace Academic AI Detector

SciSpace detects chatbots primarily built on the GPT-3.5 and GPT-4 language models and the writing assistant Jasper. It also differentiates between scientific and non-scientific text. For each sentence, SciSpace determines whether it has been generated with the use of AI, after which it assigns the whole text a corresponding percentage and provides a brief commentary. A maximum of a 1,000 words can be analyzed per task.

GPTZero

GPTZero has been trained on various types of data to identify the Bard chatbot and tools built on the GPT or LLaMA (Meta) language models. It uses percentage and word commentary to mark the text as AI-generated, written by a human or both. The free version analyzes the maximum of 5,000 characters per task. Up to three pdf files can be uploaded at once. A browser extension is available and, as a subscription feature, a plagiarism detection function.

GPTKit

GPTKit detects text generated by ChatGPT, determining the extent to which it has been written by a human (labeled as "real") or by an AI tool (labeled as "fake"). The percentage is provided on an opposite scale to, for instance, SciSpace or GPTZero. GPTKit allows up to five analyses per minute (with the maximum of 2,048 characters permitted per task) in the free version.

Winston AI

Winston AI can be used to analyze text in English, French and Spanish. It detects the Bard chatbot, tools built on the GPT models and other AI tools. The result is provided in percentage and, as with GPTKit, it is an estimate of authenticity (i.e., human work). The maximum of 2,000 words can be analyzed overall, after which only the paid version is available (offering also the plagiarism detection function).

 

 

 

Editor: Adam Urban Last modified: 19.7. 2024 14:07