Arabic Sentence Segmentation Across Genres and Punctuation Conditions

arXiv:2606.08025 · cs.CL · Submitted 2026-06-06 · Read on arXiv

cs.CL

Submitted: 2026-06-06

Updated: 2026-08-31

Comments: Accepted to EMNLP Findings 2026

Code: https://github.com/mbzuai-nlp/araseg

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Benchmark — 7× in this paper · explained in 2 episodes
• Transferability — 7× in this paper · explained in 4 episodes
• European Language Resources Association — 6× in this paper
• Generalization — 5× in this paper · explained in 13 episodes
• Adam — 4× in this paper · explained in 2 episodes
• Language Resources and Evaluation Conference — 4× in this paper
• Transformer — 4× in this paper · explained in 2 episodes
• Arabic Learner Corpus — 3× in this paper
• Hallucination — 3× in this paper · explained in 3 episodes
• Modern Standard Arabic — 3× in this paper
• New Testament — 3× in this paper
• Old Testament — 3× in this paper
• Robustness — 2× in this paper · explained in 5 episodes
• Alignment — 1× in this paper · explained in 1 episode
• Balanced Arabic Readability Evaluation Corpus — 1× in this paper
• Basic Travel Expressions Corpus — 1× in this paper
• Consistency — 1× in this paper · explained in 3 episodes
• Fine-Tuning — 1× in this paper · explained in 5 episodes
• Generative AI — 1× in this paper · explained in 2 episodes
• Label Score — 1× in this paper
• Qatar Arabic Language Bank — 1× in this paper
• Unlabeled Attachment Score — 1× in this paper

Sources

• Linear Semantic Segmentation for Low-Resource Spoken Dialects
• Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
• Deep Biaffine Attention for Neural Dependency Parsing
• Think in Sentences: Explicit Sentence Boundaries Enhance Language Model's Capabilities
• GPT-4 Technical Report
• Sentence-level Reward Model can Generalize Better for Aligning LLM from Human Preference
• OpenAI GPT-5 System Card
• Fanar 2.0: Arabic Generative AI Stack
• Group Sequence Policy Optimization

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