NLP for Social Good: A Survey of Challenges, Opportunities, and Responsible Deployment
NLP for Social Good: A Survey of Challenges, Opportunities, and Responsible Deployment
Recent advancements in large language models (LLMs) have unlocked unprecedented possibilities across a range of applications. However, as a community, we believe that the field of Natural Language Processing (NLP) has a growing need to approach deployment with greater intentionality and responsibility. In alignment with the broader vision of AI for Social Good (Toma\v{s}ev et al., 2020), this paper examines the role of NLP in addressing pressing societal challenges. Through a cross-disciplinary analysis of social goals and emerging risks, we highlight promising research directions and outline challenges that must be addressed to ensure responsible and equitable progress in NLP4SG research.
Antonia Karamolegkou、Angana Borah、Eunjung Cho、Sagnik Ray Choudhury、Martina Galletti、Rajarshi Ghosh、Pranav Gupta、Oana Ignat、Priyanka Kargupta、Neema Kotonya、Hemank Lamba、Sun-Joo Lee、Arushi Mangla、Ishani Mondal、Deniz Nazarova、Poli Nemkova、Dina Pisarevskaya、Naquee Rizwan、Nazanin Sabri、Dominik Stammbach、Anna Steinberg、David Tomás、Steven R Wilson、Bowen Yi、Jessica H Zhu、Arkaitz Zubiaga、Anders S?gaard、Alexander Fraser、Zhijing Jin、Rada Mihalcea、Joel R. Tetreault、Daryna Dementieva
计算技术、计算机技术
Antonia Karamolegkou,Angana Borah,Eunjung Cho,Sagnik Ray Choudhury,Martina Galletti,Rajarshi Ghosh,Pranav Gupta,Oana Ignat,Priyanka Kargupta,Neema Kotonya,Hemank Lamba,Sun-Joo Lee,Arushi Mangla,Ishani Mondal,Deniz Nazarova,Poli Nemkova,Dina Pisarevskaya,Naquee Rizwan,Nazanin Sabri,Dominik Stammbach,Anna Steinberg,David Tomás,Steven R Wilson,Bowen Yi,Jessica H Zhu,Arkaitz Zubiaga,Anders S?gaard,Alexander Fraser,Zhijing Jin,Rada Mihalcea,Joel R. Tetreault,Daryna Dementieva.NLP for Social Good: A Survey of Challenges, Opportunities, and Responsible Deployment[EB/OL].(2025-05-28)[2025-06-12].https://arxiv.org/abs/2505.22327.点此复制
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