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Irina Proskurina

3 accepted papers

2025

HISTOIRESMORALES: A French Dataset for Assessing Moral Alignment

NAACL 2025long

Aligning language models with human values is crucial, especially as they become more integrated into everyday life. While models are often adapted to user preferences, it is equally important to ensure they align with moral norms and behaviours in real-world social situations. Despite significant p…

2024

When Quantization Affects Confidence of Large Language Models?

NAACL 2024findings

Recent studies introduced effective compression techniques for Large Language Models (LLMs) via post-training quantization or low-bit weight representation. Although quantized weights offer storage efficiency and allow for faster inference, existing works have indicated that quantization might compr…

2022

Acceptability Judgements via Examining the Topology of Attention Maps

EMNLP 2022finding

The role of the attention mechanism in encoding linguistic knowledge has received special interest in NLP. However, the ability of the attention heads to judge the grammatical acceptability of a sentence has been underexplored. This paper approaches the paradigm of acceptability judgments with topol…