arXiv：cs.AI（全量分类）· Shawn Bowers, Martin Caminada, Haoyang Liu, Bertram Lud\"ascher·· 5 小时前AI 评分35
ABDA-NL：面向论证式推理的自然语言场景浏览器
ABDA-NL: A Natural-Language Scenario Explorer for Argument-Based Reasoning
AI 导读
ABDA-NL 为基于 ASPIC- 知识库、采用 grounded 语义的论证式讨论系统 ABDA 增加了自然语言界面，用户可查看结论被接受、拒绝或未定的状态，并通过交互式渲染的 grounded 讨论博弈了解原因。
正文
Abstract:ABDA-NL adds a natural-language interface to ABDA, a system for argument-based discussion using ASPIC- knowledge bases under grounded semantics. Users see which conclusions are accepted, rejected, or undecided, open an interactive rendering of the grounded discussion game to learn why, explore what-if alternatives by suspending assumptions and rules or changing preferences, ask questions that are answered from a scenario's reference documents, and author new facts, assumptions, and rules in plain English. A large language model provides the bridge between language and formalism: it answers questions from the documents and the current state of the scenario, and it translates plain-English edits into candidate formal statements. The deterministic ABDA engine remains the sole source of arguments, attacks, and acceptance labels, and every proposal of the model is validated and confirmed by the user before it takes effect.
| Comments: | 9 pages, 3 figures. Extended version of a demonstration abstract in the Proceedings of COMMA 2026. Code at this https URL and live demo at this https URL |
| Subjects: | Artificial Intelligence (cs.AI); Human-Computer Interaction (cs.HC) |
| Cite as: | arXiv:2610.00947 [cs.AI] |
| (or arXiv:2610.00947v1 [cs.AI] for this version) | |
| https://doi.org/10.48550/arXiv.2610.00947 arXiv-issued DOI via DataCite (pending registration) |
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| Related DOI: | https://doi.org/10.3233/FAIA260842
DOI(s) linking to related resources |
Submission history
From: Haoyang Liu [view email]
[v1]
Thu, 1 Oct 2026 02:29:16 UTC (1,409 KB)
来源：arXiv：cs.AI（全量分类） · arxiv.org