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Natural language processing for dialects of a language: A survey
State-of-the-art natural language processing (NLP) models are trained on massive training
corpora, and report a superlative performance on evaluation datasets. This survey delves …
corpora, and report a superlative performance on evaluation datasets. This survey delves …
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 …
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 …
Going beyond Imagination! Enhancing Multi-modal Dialogue Agents with Synthetic Visual Descriptions
Building a dialogue agent that can seamlessly interact with humans in multi-modal regimes,
requires two fundamental abilities:(1) understanding emotion and dialogue acts within …
requires two fundamental abilities:(1) understanding emotion and dialogue acts within …
IMO: Greedy Layer-Wise Sparse Representation Learning for Out-of-Distribution Text Classification with Pre-trained Models
Machine learning models have made incredible progress, but they still struggle when
applied to examples from unseen domains. This study focuses on a specific problem of …
applied to examples from unseen domains. This study focuses on a specific problem of …
SocialMind: LLM-based Proactive AR Social Assistive System with Human-like Perception for In-situ Live Interactions
Social interactions are fundamental to human life. The recent emergence of large language
models (LLMs)-based virtual assistants has demonstrated their potential to revolutionize …
models (LLMs)-based virtual assistants has demonstrated their potential to revolutionize …
Culture is Not Trivia: Sociocultural Theory for Cultural NLP
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 …