2 citations · 2 across the 3 of their papers we have counts for
4 papers
Differentially-private text generation degrades output language quality
Erion Çano, Ivan Habernal
Ensuring user privacy by synthesizing data from large language models (LLMs) tuned under differential privacy (DP) has become popular recently. However, the impact of DP fine-tuned…
A Comprehensive Survey on Legal Summarization: Challenges and Future Directions
Mousumi Akter, Erion Çano, Erik Weber +2
This article provides a systematic up-to-date survey of automatic summarization techniques, datasets, models, and evaluation methods in the legal domain. Through specific source se…
AlbNews: A Corpus of Headlines for Topic Modeling in Albanian
Erion Çano, Dario Lamaj
The scarcity of available text corpora for low-resource languages like Albanian is a serious hurdle for research in natural language processing tasks. This paper introduces AlbNews…
AlbNER: A Corpus for Named Entity Recognition in Albanian
Erion Çano
Scarcity of resources such as annotated text corpora for under-resourced languages like Albanian is a serious impediment in computational linguistics and natural language processin…