Grammatical error correction: A survey of the state of the art
Abstract Grammatical Error Correction (GEC) is the task of automatically detecting and
correcting errors in text. The task not only includes the correction of grammatical errors, such …
correcting errors in text. The task not only includes the correction of grammatical errors, such …
Reducing sequence length by predicting edit spans with large language models
M Kaneko, N Okazaki - Proceedings of the 2023 Conference on …, 2023 - aclanthology.org
Abstract Large Language Models (LLMs) have demonstrated remarkable performance in
various tasks and gained significant attention. LLMs are also used for local sequence …
various tasks and gained significant attention. LLMs are also used for local sequence …
Towards explainable ai writing assistants for non-native english speakers
We highlight the challenges faced by non-native speakers when using AI writing assistants
to paraphrase text. Through an interview study with 15 non-native English speakers …
to paraphrase text. Through an interview study with 15 non-native English speakers …
Use of an AI-powered Rewriting Support Software in Context with Other Tools: A Study of Non-Native English Speakers
Academic writing in English can be challenging for non-native English speakers (NNESs). AI-
powered rewriting tools can potentially improve NNESs' writing outcomes at a low cost …
powered rewriting tools can potentially improve NNESs' writing outcomes at a low cost …
CLEME: debiasing multi-reference evaluation for grammatical error correction
Evaluating the performance of Grammatical Error Correction (GEC) systems is a challenging
task due to its subjectivity. Designing an evaluation metric that is as objective as possible is …
task due to its subjectivity. Designing an evaluation metric that is as objective as possible is …
Gee! grammar error explanation with large language models
Grammatical error correction tools are effective at correcting grammatical errors in users'
input sentences but do not provide users with\textit {natural language} explanations about …
input sentences but do not provide users with\textit {natural language} explanations about …
Controlled generation with prompt insertion for natural language explanations in grammatical error correction
M Kaneko, N Okazaki - arXiv preprint arXiv:2309.11439, 2023 - arxiv.org
In Grammatical Error Correction (GEC), it is crucial to ensure the user's comprehension of a
reason for correction. Existing studies present tokens, examples, and hints as to the basis for …
reason for correction. Existing studies present tokens, examples, and hints as to the basis for …
Enhancing grammatical error correction systems with explanations
Grammatical error correction systems improve written communication by detecting and
correcting language mistakes. To help language learners better understand why the GEC …
correcting language mistakes. To help language learners better understand why the GEC …
Survey of Natural Language Processing for Education: Taxonomy, Systematic Review, and Future Trends
Natural Language Processing (NLP) aims to analyze the text via techniques in the computer
science field. It serves the applications in healthcare, commerce, and education domains …
science field. It serves the applications in healthcare, commerce, and education domains …
Solving nlp problems through human-system collaboration: A discussion-based approach
Humans work together to solve common problems by having discussions, explaining, and
agreeing or disagreeing with each other. Similarly, if a system can have discussions with …
agreeing or disagreeing with each other. Similarly, if a system can have discussions with …