Danilo S. Carvalho

5 papers · 2017–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🏃 Academic Marathon (8) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (14) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15)

Conferences

COLING (2) EACL (2) ACL (1)

Top co-authors

Andre Freitas (4) Yingji Zhang (2) Giangiacomo Mercatali (1) Harriet Unsworth (1) Oskar Wysocki (1) Edoardo Manino (1) Minh Le Nguyen (1) Danilo Gusicuma (1) Lucas Cordeiro (1) Alex Bogatu (1)

Keywords

domain adaptation (1) lexical semantics (1) information extraction (1) knowledge representation (1) semantic analysis (1) distributional similarity (1) definition modeling (1) semantic structure (1) biomarker discovery (1) semantic similarity (1) disentangled representation (1) variational autoencoder (1) text embedding (1) word embedding (1) interpretable representation (1) semantic inconsistency (1) compositional behavior (1) controllable text generation (1) formal semantics (1) scientific reasoning (1)

Papers

Montague semantics and modifier consistency measurement in neural language models COLING 2025

An LLM-based Knowledge Synthesis and Scientific Reasoning Framework for Biomedical Discovery ACL 2024

Formal Semantic Controls over Language Models COLING 2024

Learning Disentangled Representations for Natural Language Definitions EACL 2023

Building Lexical Vector Representations from Concept Definitions EACL 2017