Aline Paes
Aline Paes has 4 papers in our library, in 2026, most of them on Reasoning, Knowledge graphs & ontologies, Legal AI; often with Gabriel Assis.
OpenAlex · ORCID · h-index 13 · 168 works · 732 citations OpenAlex, 2026-10-14
📄 4 works in our library · 🔗 Cited 8 times in our library · 3 more in our library without a page yet · ⭐ Paper Stars ranking: #11044
Affiliations
Fields, topics and concepts
📚 Shelves 7The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 4 worksComputer Science · 4 worksSocial Sciences · 2 worksArts and Humanities · 1 workLanguage and Linguistics · 1 workSociology and Political Science · 1 workLaw · 1 work
🧭 Topics 5Research subjects and languages the work is about.Reasoning · 2 worksKnowledge graphs & ontologies · 1 workEnglish · 1 workInformation retrieval & search · 1 workLegal AI · 1 work
Works by year
2020s
Papers
- KG-CRAFT: Knowledge Graph-based Contrastive Reasoning with LLMs for Enhancing Automated Fact-checking (2026 · 2 citations)
KG-CRAFT addresses claim verification within automated fact-checking (AFC) in a bounded setting. Each claim comes with a fixed set of related reports, so the hard part is reasoning over the given material rather than retrieving evidence. The authors argue that LLM-based verifiers often lack structured reasoning, and… - Auditing the Evaluators: How Far Can Automatic Evaluation Go in Assessing Portuguese Financial Texts? (2026)
The paper asks whether automatic evaluators can be trusted to judge Portuguese financial commentaries, which are expert texts interpreting official corporate disclosures (material facts). - LegalSim-PT: Building a Dataset for Legal Document Simplification in Portuguese Leveraging Linguistic Metrics (2026)
Most document-level text simplification research targets English. Portuguese has had no sizable resource for simplifying whole documents, especially legal ones, whose dense syntax and specialized vocabulary hinder public access to justice. The authors address this gap with LegalSim-PT, a synthetic parallel corpus of… - Linguistic symptoms: retrieval-augmented generation and reasoning in LLMs under Portuguese–English variation in medical contexts (Sintomas Linguísticos: Geração Aumentada por Recuperação e Raciocínio em LLMs sob a Variação Português-Inglês em Contextos Médicos) (2026)
The paper asks whether general-purpose medical LLMs trained mostly on English stay reliable when questions arrive in Portuguese, and whether retrieval can close any gap.
All works
- Enhancing Sentence Simplification in Portuguese: Leveraging Paraphrases, Context, and Linguistic Features ↗Findings of the Association for Computational Linguistics: ACL 2024 · no summary yetArthur Scalercio, Maria Finatto, Aline Paes2024 · 6 citations
- Evaluating LLMs for Portuguese Sentence Simplification with Linguistic Insights ↗Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetArthur Scalercio et al.2025 · 5 citations
- KG-CRAFT: Knowledge Graph-based Contrastive Reasoning with LLMs for Enhancing Automated Fact-checkingConference of the European Chapter of the Association for Computational Linguistics (EACL)Vítor Lourenço, Aline Paes, Tillman Weyde, et al.2026 · 2 citations
- Datasets for Portuguese Legal Semantic Textual Similarity: Comparing weak supervision and an annotation process approaches ↗arXiv:2306.00007 · no summary yetDaniel da Silva Junior et al.2023 · 1 citation
- Auditing the Evaluators: How Far Can Automatic Evaluation Go in Assessing Portuguese Financial Texts?International Conference on Computational Processing of PortugueseMarina Ramalhete Masid, Gabriel Assis, Daniela Vianna, et al.2026
- LegalSim-PT: Building a Dataset for Legal Document Simplification in Portuguese Leveraging Linguistic MetricsInternational Conference on Computational Processing of PortugueseArthur Scalercio, Maria José Finatto, Aline Paes2026
- Linguistic symptoms: retrieval-augmented generation and reasoning in LLMs under Portuguese–English variation in medical contexts (Sintomas Linguísticos: Geração Aumentada por Recuperação e Raciocínio em LLMs sob a Variação Português-Inglês em Contextos Médicos)International Conference on Computational Processing of PortugueseGuilherme Vianna de Moura, Gabriel Assis, Aline Paes2026
Co-authors here
Venues
- International Conference on Computational Processing of Portuguese ×3: International Conference on Computational Processing of Portuguese 2026 ×3
- Conference of the European Chapter of the Association for Computational Linguistics (EACL): EACL 2026
- Findings of the Association for Computational Linguistics: ACL 2024
- Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
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