2 papers
cs.CL2026
Representational Harms in LLM-Generated Narratives Against Global Majority Nationalities
Ilana Nguyen, Harini Suresh, Thema Monroe-White +1
Large language models (LLMs) are increasingly used for text generation tasks from everyday use to high-stakes enterprise and government applications, including simulated interviews…
cs.CL2025
Revisiting Generalization Across Difficulty Levels: It's Not So Easy
Yeganeh Kordi, Nihal V. Nayak, Max Zuo +2
We investigate how well large language models (LLMs) generalize across different task difficulties, a key question for effective data curation and evaluation. Existing research is…