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- 2026
[c2]Antonia Karamolegkou, Angana Borah, Eunjung Cho
, Sagnik Ray Choudhury, Martina Galletti, Pranav Gupta, Oana Ignat, Priyanka Kargupta, Neema Kotonya, Hemank Lamba, Sun-Joo Lee, Arushi Mangla, Ishani Mondal, Fatima Zahra Moudakir, Deniz Nazar, Poli Nemkova, Dina Pisarevskaya, Naquee Rizwan, Nazanin Sabri, Keenan Samway, Dominik Stammbach, Anna Steinberg, David Tomás, Steven R. Wilson, Bowen Yi, Jessica H. Zhu, Arkaitz Zubiaga, Anders Søgaard, Alexander Fraser, Zhijing Jin, Rada Mihalcea, Joel R. Tetreault, Daryna Dementieva:
NLP for Social Good: A Survey and Outlook of Challenges, Opportunities and Responsible Deployment. EACL (Volume 1: Long Papers) 2026: 5110-5170- [c1]Poli Nemkova, Amrit Adhikari, Matthew Pearson, Vamsi Krishna Sadu, Albert V. Mark:
Cross-Lingual Stability and Bias in Instruction-Tuned Language Models for Humanitarian NLP. LREC 2026: 4423-4433 - [i9]George Mihaila, Suleyman Olcay Polat, Poli Nemkova, Himanshu Sharma, Namratha V. Urs, Mark V. Albert:
LIME-LLM: Probing Models with Fluent Counterfactuals, Not Broken Text. CoRR abs/2601.11746 (2026) - [i8]Poli Nemkova, Haeshitha Indukuri, Jaedon Charles:
Whose Good, Whose Place? The Moral Geography of Agentic AI for Social Good. CoRR abs/2605.22995 (2026) - [i7]Poli Nemkova:
The Limits of LLM Forecasting: Parametric Knowledge Gaps Across Conflict Zones. CoRR abs/2607.00018 (2026) - 2025
- [i6]Poli Nemkova, Solomon Ubani, Mark V. Albert:
Comparing LLM Text Annotation Skills: A Study on Human Rights Violations in Social Media Data. CoRR abs/2505.10260 (2025) - [i5]Poli Nemkova, Suleyman Olcay Polat, Rafid Ishrak Jahan, Sagnik Ray Choudhury, Sun-Joo Lee, Shouryadipta Sarkar, Mark V. Albert:
Towards Automated Situation Awareness: A RAG-Based Framework for Peacebuilding Reports. CoRR abs/2505.10586 (2025) - [i4]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 Søgaard, Alexander Fraser, Zhijing Jin, Rada Mihalcea, Joel R. Tetreault, Daryna Dementieva:
NLP for Social Good: A Survey of Challenges, Opportunities, and Responsible Deployment. CoRR abs/2505.22327 (2025) - [i3]Suleyman Olcay Polat, Poli Nemkova, Mark V. Albert:
Synthetic Adaptive Guided Embeddings (SAGE): A Novel Knowledge Distillation Method. CoRR abs/2508.14783 (2025) - [i2]Poli Nemkova, Amrit Adhikari, Matthew Pearson, Vamsi Krishna Sadu, Mark V. Albert:
Cross-Lingual Stability and Bias in Instruction-Tuned Language Models for Humanitarian NLP. CoRR abs/2510.22823 (2025) - 2023
- [i1]Poli Nemkova, Solomon Ubani, Suleyman Olcay Polat, Nayeon Kim, Rodney D. Nielsen:
Detecting Human Rights Violations on Social Media during Russia-Ukraine War. CoRR abs/2306.05370 (2023)
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