Synthesizing and optimizing FDIR recovery strategies from fault trees. - Sascha Müller 005; Liana Mikaelyan; Andreas Gerndt; Thomas Noll 001 (Sci. Comput. Program., 2020)

Enhancing Enterprise Knowledge Base Construction with Fine-Tuned Generative Language Models. - Liana Mikaelyan (EKG-LLM@CIKM, 2023)

Learning to Extract Structured Entities Using Language Models. - Haolun Wu; Ye Yuan 017; Liana Mikaelyan; Alexander Meulemans; Xue Liu 004; James Hensman; Bhaskar Mitra 001 (EMNLP, 2024)

Structured Entity Extraction Using Large Language Models. - Haolun Wu; Ye Yuan 017; Liana Mikaelyan; Alexander Meulemans; Xue Liu 001; James Hensman; Bhaskar Mitra 001 (CoRR, 2024)

Team MTS @ AutoMin 2021: An Overview of Existing Summarization Approaches and Comparison to Unsupervised Summarization Techniques. - Olga Iakovenko; Anna Andreeva; Anna Lapidus; Liana Mikaelyan (CoRR, 2024)

KBLaM: Knowledge Base augmented Language Model. - Xi Wang; Taketomo Isazawa; Liana Mikaelyan; James Hensman (ICLR, 2025)

DeltaLLM: Compress LLMs with Low-Rank Deltas between Shared Weights. - Liana Mikaelyan; Ayyoob Imani; Mathew Salvaris; Parth Pathak; Mohsen Fayyaz (CoRR, 2025)