Scribendi AI helps professional English editors unlock their full creative potential and enhance their productivity by handling repetitive tasks at maximum efficiency.

How Does the Scribendi Accelerator Compare to Other GEC Tools? An Evaluation

When compared to five leading grammatical error correction (GEC) tools, the Accelerator outperforms its peers.

Distillation and Pruning for GEC Model Compression

In grammatical error correction (GEC) models, model compression techniques can improve speed but at the expense of output quality. We discuss two model compression techniques: distillation and pruning.

Grammatical Error Correction with Transformer Models

Grammatical error correction (GEC) is an important natural language processing task. We describe the working of a transformer-based model to address the GEC problem, and we present the results of the transformer-based model fairseq-gec applied to Scribendi datasets.

How to Customize the Accelerator: An Advanced Editing and Proofreading Tool

Learn how to customize the Accelerator, a best-in-class grammatical error correction (GEC) tool.

How to Use the Accelerator: A Grammar Correction Tool for Editors

Looking for sophisticated editing tools? The Accelerator is a best-in-class grammar correction tool designed specifically for editors.

Sentence Splitting and the Scribendi Accelerator

Introduction Sentence splitting is the process of separating free-flowing text into sentences. It is one of the first steps in any natural language processing (NLP) application, which includes the AI-driven […]

Comparing BERT and GPT-2 as Language Models to Score the Grammatical Correctness of a Sentence

Scribendi Inc. is using leading-edge artificial intelligence techniques to build tools that help professional editors work more productively. In this blog, we highlight our research for the benefit of data […]

Grammatical Error Correction Tools: A Novel Method for Evaluation

Introduction Founded in 1997, Scribendi Inc. is an ISO 9001:2015-certified online editing and proofreading company. With artificial intelligence (AI) reshaping our lives, both on- and offline, Scribendi is developing new […]

Creating an Order Queuing Tool: Prioritizing Orders with Machine Learning

Scribendi provides high-quality editing and proofreading for writers around the world to ensure that their ideas are communicated clearly and effectively. Writers can submit their editing orders through [...]

Can We Use BERT as a Language Model to Assign a Score to a Sentence?

Transfer learning is a machine learning technique in which a model is trained to solve a task that can be used as the starting point of another task. Deep Learning (p. 256) describes […]