3 papers
cs.CY2026
Understanding Cultural Alignment in Multilingual LLMs via Natural Debate Statements
Vlad-Andrei Negru, Camelia Lemnaru, Mihai Surdeanu +1
In this work we investigate the sociocultural values learned by large language models (LLMs). We introduce a novel open-access dataset, Sociocultural Statements, constructed from n…
cs.CL2025
MorphNLI: A Stepwise Approach to Natural Language Inference Using Text Morphing
Vlad Andrei Negru, Robert Vacareanu, Camelia Lemnaru +2
We introduce MorphNLI, a modular step-by-step approach to natural language inference (NLI). When classifying the premise-hypothesis pairs into {entailment, contradiction, neutral},…
cs.CL2024
From Words to Numbers: Your Large Language Model Is Secretly A Capable Regressor When Given In-Context Examples
Robert Vacareanu, Vlad-Andrei Negru, Vasile Suciu +1
We analyze how well pre-trained large language models (e.g., Llama2, GPT-4, Claude 3, etc) can do linear and non-linear regression when given in-context examples, without any addit…