What are the key challenges faced in developing effective natural language processing models, and how can advancements in computational linguistics address these issues?

Re: What are the key challenges faced in developing effective natural language processing models, and how can advancements in computational linguistics address these issues?

par NTT01 Nguyen Thi Thuy Duong,
Some key Challenges in NLP Model Development: Ambiguity and Contextual Understanding, Data Scarcity, Multilingual and Multimodal Challenges, Understanding Nuance and ...

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Some key Challenges in NLP Model Development: Ambiguity and Contextual Understanding, Data Scarcity, Multilingual and Multimodal Challenges, Understanding Nuance and Emotion, and Scalability and Efficiency.
How Computational Linguistics Steps Up: Advanced Algorithms & Models, Transfer Learning & Pre-trained Models, Incorporating Cognitive Linguistics, Technological Integration, and Cross-disciplinary Approaches