Article

Deep Reinforcement Learning Approach Based Grammatical Error Correction

2023-09-18

Abstract excerpt

<title>Abstract</title> <p>Natural Language Processing (NLP) is a field of study that focuses on the interaction between computers and human language. It encompasses various techniques and methodologies aimed at enabling machines to understand, interpret, and generate human language text or speech. NLP plays a crucial role in many applications, including machine translation, sentiment analysis, information retrie...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: e1a81886-1271-596f-9b4b-54f57312cc36
DOI: 10.21203/rs.3.rs-3336364/v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Deep Reinforcement Learning Approach Based Grammatical Error CorrectionDOI 10.21203/rs.3.rs-3336364/v1Read

Towards the Development of Balanced Synthetic Data for Correcting Grammatical Errors in Arabic: An Approach Based on Error Tagging Model and Synthetic Data Generation ModelSemantic proximity Read

Enhancing Contextual Understanding in Large Language Models with Dynamic Dependency Structures: A Methodological ApproachSemantic proximity Read

Dynamic Adaptation and Synergistic Integration of Genetic Algorithms and Deep Learning in Advanced Natural Language ProcessingSemantic proximity Read

Optimizing Text Summarization with Reinforcement Learning from Propagation Feedback Using Large Language ModelsSemantic proximity Read

Private Local Large Language Model for Generating Context-Aware Responses About the Regulations of Book Four of the Civil Code of Catalonia and the Notary Profession of SpainSemantic proximity Read

The Optimization of the Inference Efficiency and Ethical Alignment of Large Language Models via Dynamic Token Flow MechanismSemantic proximity Read

Upscaling A Smaller LLM to More Parameters via Manual Regressive DistillationSemantic proximity Read

Enhancing Text Quality with Human-Machine Collaboration: A Refinement ApproachSemantic proximity Read

Bridging Finance and AI: A Comprehensive Survey of Large Language Models in Financial ApplicationsSemantic proximity Read

Boost Large Language Model Performance through Self-Training with Reward Guided Tree SearchSemantic proximity Read

Sentence representation-based text matching algorithm using prompt learning and contrastive learningSemantic proximity Read

Large Language Models Robustness Against PerturbationSemantic proximity Read