ArgLLM-App: An Interactive System for Argumentative Reasoning with Large Language Models
On the map: LLM reasoning → Reasoning for agents, planning and code
Abstract (arXiv)
Argumentative LLMs (ArgLLMs) are an existing approach leveraging Large Language Models (LLMs) and computational argumentation for decision-making, with the aim of making the resulting decisions faithfully explainable to and contestable by humans. Here we propose a web-based system implementing ArgLLM-empowered agents for binary tasks. ArgLLM-App supports visualisation of the produced explanations and interaction with human users, allowing them to identify and contest any mistakes in the system's reasoning. It is highly modular and enables drawing information from trusted external sources. ArgLLM-App is publicly available at https://argllm.app, with a video demonstration at https://youtu.be/vzwlGOr0sPM.
Key facts. No citing papers in the map yet (data through 7 Oct 2026). Placed in Reasoning for agents, planning and code, one of 17 directions in LLM reasoning. Builds on 5 of its 9 references that are in the map. First posted on arXiv 27 Feb 2026.
Builds on
5 of 9 references.
References · 5
- 2022Chain-of-Thought Prompting Elicits Reasoning in Large Language Modelscited by 12,302
- 2020Retrieval-Augmented Generation for Knowledge-Intensive NLP Taskscited by 9,160
- 2024Argumentative Large Language Models for Explainable and Contestable Claim Verificationcited by 36
- 2025Retrieval- and Argumentation-Enhanced Multi-Agent LLMs for Judgmental Forecasting (Extended Version with Supplementary Material)cited by 8
- 2025Evaluating Uncertainty Quantification Methods in Argumentative Large Language Modelscited by 3
Built on by
Not cited yet.
Similar, not cited
Close in wording, no citation either way
- 2026ArgBench: Benchmarking LLMs on Computational Argumentation Tasks
- 2024Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying
- 2024Can formal argumentative reasoning enhance LLMs performances?
- 2023"I'd Like to Have an Argument, Please": Argumentative Reasoning in Large Language Models
- 2026ARGORA: Orchestrated Argumentation for Causally Grounded LLM Reasoning and Decision Making
- 2025Toward Reasonable Parrots: Why Large Language Models Should Argue with Us by Design
- 2024ArgMed-Agents: Explainable Clinical Decision Reasoning with LLM Disscusion via Argumentation Schemes
- 2025Can LLMs Judge Debates? Evaluating Non-Linear Reasoning via Argumentation Theory Semantics