Danilo S. Carvalho
5 papers · 2017–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Academic Marathon (8) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (14)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
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Cross-Pollinator
(15)
Conferences
COLING (2)
EACL (2)
ACL (1)
Top co-authors
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