Cover Image

Can Commercial LLMs Be Parliamentary Political Companions? Comparing LLM Reasoning Against Romanian Legislative Expuneri de Motive

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Lucău, Iulian, Voicu, Adelin-George
Format:	Preprint
Published:	2026
Subjects:	Computers and Society
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

From Parliamentary Rhetoric to Enacted Law: An NLP Pipeline for Semantic Auditing of the Greek Legislative Process
by: Antonakaki, Despoina, et al.
Published: (2026)

GRILE: A Benchmark for Grammar Reasoning and Explanation in Romanian LLMs
by: Dumitran, Adrian-Marius, et al.
Published: (2025)

GermanPartiesQA: Benchmarking Commercial Large Language Models and AI Companions for Political Alignment and Sycophancy
by: Batzner, Jan, et al.
Published: (2024)

Parliamentary Efficiency under Majority and Supermajority Rules: The Role of Independent Legislators
by: Millar-Sáez, Gerardo, et al.
Published: (2026)

Modeling Motivated Reasoning in Law: Evaluating Strategic Role Conditioning in LLM Summarization
by: Cho, Eunjung, et al.
Published: (2025)

LLMs Can Infer Political Alignment from Online Conversations
by: Lee, Byunghwee, et al.
Published: (2026)

Framing Migration: A Computational Analysis of UK Parliamentary Discourse
by: Ghafouri, Vahid, et al.
Published: (2025)

ParliaBench: An Evaluation and Benchmarking Framework for LLM-Generated Parliamentary Speech
by: Koniaris, Marios, et al.
Published: (2025)

Can LLMs Reason About Trust?: A Pilot Study
by: Debnath, Anushka, et al.
Published: (2025)

The Political Preferences of LLMs
by: Rozado, David
Published: (2024)

Fair Representation in Parliamentary Summaries: Measuring and Mitigating Inclusion Bias
by: Cunningham, Eoghan, et al.
Published: (2025)

Elements Of Legislation For Artificial Intelligence Systems
by: Romanova, Anna
Published: (2024)

Towards an AI Buddy for every University Student? Exploring Students' Experiences, Attitudes and Motivations towards AI and AI-based Study Companions
by: Moreno, Judit Martinez, et al.
Published: (2026)

Politically Speaking: LLMs on Changing International Affairs
by: Cao, Xuenan, et al.
Published: (2025)

Authorship and the Politics and Ethics of LLM Watermarks
by: Räz, Tim
Published: (2024)

Can LLMs advance democratic values?
by: Lazar, Seth, et al.
Published: (2024)

Can AI Debias the News? LLM Interventions Improve Cross-Partisan Receptivity but LLMs Overestimate Their Own Effectiveness
by: Feroz, Faisal, et al.
Published: (2026)

Hidden Persuaders: LLMs' Political Leaning and Their Influence on Voters
by: Potter, Yujin, et al.
Published: (2024)

LLM Analysis of 150+ years of German Parliamentary Debates on Migration Reveals Shift from Post-War Solidarity to Anti-Solidarity in the Last Decade
by: Kostikova, Aida, et al.
Published: (2025)

Political Leanings in Web3 Betting: Decoding the Interplay of Political and Profitable Motives
by: Chen, Hongzhou, et al.
Published: (2024)

A Conditional Companion: Lived Experiences of People with Mental Health Disorders Using LLMs
by: Purohit, Aditya Kumar, et al.
Published: (2026)

Can LLM be a Personalized Judge?
by: Dong, Yijiang River, et al.
Published: (2024)

When Can We Trust LLMs in Mental Health? Large-Scale Benchmarks for Reliable LLM Evaluation
by: Badawi, Abeer, et al.
Published: (2025)

Better Call GPT, Comparing Large Language Models Against Lawyers
by: Martin, Lauren, et al.
Published: (2024)

OnlineMate: An LLM-Based Multi-Agent Companion System for Cognitive Support in Online Learning
by: Gao, Xian, et al.
Published: (2025)

Learning and Motivational Impact of Game-Based Learning: Comparing Face-to-Face and Online Formats on Computer Science Education
by: López-Fernández, Daniel, et al.
Published: (2024)

"Amazing, They All Lean Left" -- Analyzing the Political Temperaments of Current LLMs
by: Neuman, W. Russell, et al.
Published: (2025)

Can LLMs Write Faithfully? An Agent-Based Evaluation of LLM-generated Islamic Content
by: Mushtaq, Abdullah, et al.
Published: (2025)

AI Companions Reduce Loneliness
by: De Freitas, Julian, et al.
Published: (2024)

Journal of Romanian Literary Studies
by: Boldea, Iulian
Published: (2026)

Investigating the Influence of Election Debates on Children’s Political Engagement: A Case Study of the Dutch Parliamentary Elections
by: Lott H. S. Fransen, et al.
Published: (2026)

Perceived Political Bias in LLMs Reduces Persuasive Abilities
by: DiGiuseppe, Matthew, et al.
Published: (2026)

From ChatGPT to DeepSeek: Can LLMs Simulate Humanity?
by: Wang, Qian, et al.
Published: (2025)

Measuring Interest Group Positions on Legislation: An AI-Driven Analysis of Lobbying Reports
by: Kim, Jiseon, et al.
Published: (2025)

Examining Risks in the AI Companion Application Ecosystem
by: Brigham, Natalie Grace, et al.
Published: (2026)

Smart-optimism. Uncovering the Resilience of Romanian City Halls in Online Service Delivery
by: Vrabie, Catalin
Published: (2024)

Can Multimodal LLMs See Science Instruction? Benchmarking Pedagogical Reasoning in K-12 Classroom Videos
by: Shen, Yixuan, et al.
Published: (2026)

Emotional Manipulation by AI Companions
by: De Freitas, Julian, et al.
Published: (2025)

What Is The Political Content in LLMs' Pre- and Post-Training Data?
by: Ceron, Tanise, et al.
Published: (2025)

Benchmarking LLMs for Political Science: A United Nations Perspective
by: Liang, Yueqing, et al.
Published: (2025)