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?

by 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