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with the synergy of Journal Lab’s experts and NLP Deep Learning, which enables computers
to understand and process the intricacies of human language.
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Experience Journal Lab’s range of services powered by natural language processing today.
Get broader insights to help you get published, and enjoy the benefits of our innovative and efficient paper services.
- AI translation
- Abstract analysis
- Analysis of research trends
- Journal submission recommendations
AI translation
Experience our innovative academic translation created with the synergy between artificial intelligence and human experts.
Abstract analysis
Enter your abstract, and get an instant translation along with other analytics like grammatical accuracy, title and keyword extraction, and related resources recommended in real time.
Analysis of research trends
Get the latest research trends, including the most searched keywords and citation counts by field.
Journal submission recommendations
Our AI algorithms trained on massive data recommend a list of journals that are highly likely to publish your paper.
AI translation
Experience our innovative academic translation created with the synergy between artificial intelligence and human experts.
Abstract analysis
Enter your abstract, and get an instant translation along with other analytics like grammatical accuracy, title and keyword extraction, and related resources recommended in real time.
Analysis of research trends
Get the latest research trends, including the most searched keywords and citation counts by field.
Journal submission recommendations
Our AI algorithms trained on massive data recommend a list of journals that are highly likely to publish your paper.
Technology opens up endless possibilities.
We openly share the technologies we implement to ensure that the value of research can be transmitted further and more comprehensively in a world where human and technology synergies thrive. Enjoy endless possibilities with Journal Lab.
Main engines used
| Function | Application model and algorithm, Library | Description |
|---|---|---|
| Language detection | Naive Bayes Classification Model, Langdetect |
The classification model detects the input language. |
| English translation | Transformer, Google Translate | Utilizes Google's automatic translation function trained with Transformer series models |
| Grammar check | Language-tool-python | It identifies and classifies errors in English grammar and suggests corrections. |
| Title recommendation | GPT-4, Open AI | Leverage language models trained on very large datasets |
| Keyword recommendation | GPT-4, Open AI | It understands sentences and extracts terms with the highest importance. |
| Summary | GPT-4, Open AI | It extracts important key sentences or phrases from the original text and organizes them into new sentences to create a summary. |
| Journal recommendations | Self-developed algorithm | It recommends journals that are highly relevant to your abstract based on Journal Lab’s database built through big data scraping. |
| Reference recommendations | Self-developed algorithm | It recommends references that are highly relevant to your abstract based on Journal Lab’s database built through big data scraping |
Language detection
Application model and algorithm
Naive Bayes Classification Model
Library
Langdetect
The classification model detects the input language.
English translation
Application model and algorithm
Transformer
Library
Google Translate
Utilizes Google's automatic translation function trained with Transformer series models
Grammar check
Library
Language-tool-python
It identifies and classifies errors in English grammar and suggests corrections.
Title recommendation
Application model and algorithm
GPT-4
Library
Open AI
Leverage language models trained on very large datasets
Keyword recommendation
Application model and algorithm
GPT-4
Library
Open AI
It understands sentences and extracts terms with the highest importance.
Summary
Application model and algorithm
GPT-4
Library
Open AI
It extracts important key sentences or phrases from the original text and organizes them into new sentences to create a summary.
Journal recommendations
Application model and algorithm
Self-developed algorithm
It recommends journals that are highly relevant to your abstract based on Journal Lab’s database built through big data scraping.
Reference recommendations
Application model and algorithm
Self-developed algorithm
It recommends references that are highly relevant to your abstract based on Journal Lab’s database built through big data scraping