A survey on rag meeting llms: Towards retrieval-augmented large language models
As one of the most advanced techniques in AI, Retrieval-Augmented Generation (RAG) can
offer reliable and up-to-date external knowledge, providing huge convenience for numerous …
offer reliable and up-to-date external knowledge, providing huge convenience for numerous …
Culturally aware natural language inference
Humans produce and consume language in a particular cultural context, which includes
knowledge about specific norms and practices. A listener's awareness of the cultural context …
knowledge about specific norms and practices. A listener's awareness of the cultural context …
Are multilingual llms culturally-diverse reasoners? an investigation into multicultural proverbs and sayings
Large language models (LLMs) are highly adept at question answering and reasoning
tasks, but when reasoning in situational context, human expectations vary depending on the …
tasks, but when reasoning in situational context, human expectations vary depending on the …
Multilingual large language model: A survey of resources, taxonomy and frontiers
Multilingual Large Language Models are capable of using powerful Large Language
Models to handle and respond to queries in multiple languages, which achieves remarkable …
Models to handle and respond to queries in multiple languages, which achieves remarkable …
A Survey on Large Language Models with Multilingualism: Recent Advances and New Frontiers
The rapid development of Large Language Models (LLMs) demonstrates remarkable
multilingual capabilities in natural language processing, attracting global attention in both …
multilingual capabilities in natural language processing, attracting global attention in both …
Copal-id: Indonesian language reasoning with local culture and nuances
HA Wibowo, EH Fuadi, MN Nityasya… - arXiv preprint arXiv …, 2023 - arxiv.org
We present publicly available COPAL-ID, a novel Indonesian language common sense
reasoning dataset. Unlike the previous Indonesian COPA dataset (XCOPA-ID), COPAL-ID …
reasoning dataset. Unlike the previous Indonesian COPA dataset (XCOPA-ID), COPAL-ID …
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 …
How Well Do LLMs Identify Cultural Unity in Diversity?
Much work on the cultural awareness of large language models (LLMs) focuses on the
models' sensitivity to geo-cultural diversity. However, in addition to cross-cultural differences …
models' sensitivity to geo-cultural diversity. However, in addition to cross-cultural differences …
Bridging Cultural Nuances in Dialogue Agents through Cultural Value Surveys
Y Cao, M Chen, D Hershcovich - arXiv preprint arXiv:2401.10352, 2024 - arxiv.org
The cultural landscape of interactions with dialogue agents is a compelling yet relatively
unexplored territory. It's clear that various sociocultural aspects--from communication styles …
unexplored territory. It's clear that various sociocultural aspects--from communication styles …
CPopQA: Ranking Cultural Concept Popularity by LLMs
M Jiang, M Joshi - arXiv preprint arXiv:2311.07897, 2023 - arxiv.org
Prior work has demonstrated large language models'(LLMs) potential to discern statistical
tendencies within their pre-training corpora. Despite that, many examinations of LLMs' …
tendencies within their pre-training corpora. Despite that, many examinations of LLMs' …