3 papers
cs.CL2026
FINESSE-Bench: A Hierarchical Benchmark Suite for Financial Domain Knowledge and Technical Analysis in Large Language Models
Dmitry Stanishevskii, Nini Kamkia, Alexey Khoroshilov +4
Large language models (LLMs) are increasingly being applied to financial analysis, reporting, investment decision support, risk management, compliance, and professional training. H…
cs.CL2024
Deep-change at AXOLOTL-24: Orchestrating WSD and WSI Models for Semantic Change Modeling
Denis Kokosinskii, Mikhail Kuklin, Nikolay Arefyev
This paper describes our solution of the first subtask from the AXOLOTL-24 shared task on Semantic Change Modeling. The goal of this subtask is to distribute a given set of usages…
cs.CL2024
Multilingual Substitution-based Word Sense Induction
Denis Kokosinskii, Nikolay Arefyev
Word Sense Induction (WSI) is the task of discovering senses of an ambiguous word by grouping usages of this word into clusters corresponding to these senses. Many approaches were…