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Culturally aware and adapted nlp: A taxonomy and a survey of the state of the art
The surge of interest in culturally aware and adapted Natural Language Processing (NLP)
has inspired much recent research. However, the lack of common understanding of the …
has inspired much recent research. However, the lack of common understanding of the …
Resilience of large language models for noisy instructions
As the rapidly advancing domain of natural language processing (NLP), large language
models (LLMs) have emerged as powerful tools for interpreting human commands and …
models (LLMs) have emerged as powerful tools for interpreting human commands and …
Survey of cultural awareness in language models: Text and beyond
Large-scale deployment of large language models (LLMs) in various applications, such as
chatbots and virtual assistants, requires LLMs to be culturally sensitive to the user to ensure …
chatbots and virtual assistants, requires LLMs to be culturally sensitive to the user to ensure …
Culture is Not Trivia: Sociocultural Theory for Cultural NLP
N Zhou, D Bamman, IL Bleaman - arxiv preprint arxiv:2502.12057, 2025 - arxiv.org
The field of cultural NLP has recently experienced rapid growth, driven by a pressing need
to ensure that language technologies are effective and safe across a pluralistic user base …
to ensure that language technologies are effective and safe across a pluralistic user base …
Picky LLMs and Unreliable RMs: An Empirical Study on Safety Alignment after Instruction Tuning
Large language models (LLMs) have emerged as powerful tools for addressing a wide
range of general inquiries and tasks. Despite this, fine-tuning aligned LLMs on smaller …
range of general inquiries and tasks. Despite this, fine-tuning aligned LLMs on smaller …