4 papers
Towards Khmer Scene Document Layout Detection
Marry Kong, Rina Buoy, Sovisal Chenda +3
While document layout analysis for Latin scripts has advanced significantly, driven by the advent of large multimodal models (LMMs), progress for the Khmer language remains constra…
Towards Universal Khmer Text Recognition
Marry Kong, Rina Buoy, Sovisal Chenda +3
Khmer is a low-resource language characterized by a complex script, presenting significant challenges for optical character recognition (OCR). While document printed text recogniti…
Khmer Spellchecking: A Holistic Approach
Marry Kong, Rina Buoy, Sovisal Chenda +1
Compared to English and other high-resource languages, spellchecking for Khmer remains an unresolved problem due to several challenges. First, there are misalignments between words…
Towards Explainable Khmer Polarity Classification
Marry Kong, Rina Buoy, Sovisal Chenda +1
Khmer polarity classification is a fundamental natural language processing task that assigns a positive, negative, or neutral label to a given Khmer text input. Existing Khmer mode…