Danilo S. Carvalho

59 papers A* 3B 4C 1Journal 30Unranked 21
YearRankTypeTitle / Venue / Authors
2026 A* conf
Learning to Disentangle Latent Reasoning Rules with Language VAEs: A Systematic Study.
AAAI
Yingji Zhang, Marco Valentino, Danilo S. Carvalho, André Freitas
2026 — conf
Where Do LLMs Compose Meaning? A Layerwise Analysis of Compositional Robustness.
EACL (Volume 1: Long Papers)
Nura Aljaafari, Danilo S. Carvalho, André Freitas
2025 J jnl
Bridging Compositional and Distributional Semantics: A Survey on Latent Semantic Geometry via AutoEncoder.
CoRR
Yingji Zhang, Danilo S. Carvalho, André Freitas
2025 A* conf
CARMA: Enhanced Compositionality in LLMs via Advanced Regularisation and Mutual Information Alignment.
EMNLP
Nura Aljaafari, Danilo S. Carvalho, André Freitas
2025 J jnl
CARMA: Enhanced Compositionality in LLMs via Advanced Regularisation and Mutual Information Alignment.
CoRR
Nura Aljaafari, Danilo S. Carvalho, André Freitas
2025 J jnl
Emergence and Localisation of Semantic Role Circuits in LLMs.
CoRR
Nura Aljaafari, Danilo S. Carvalho, André Freitas
2025 A* conf
Inductive Learning of Logical Theories with LLMs: A Expressivity-graded Analysis.
AAAI
João Pedro Gandarela de Souza, Danilo S. Carvalho, André Freitas
2025 — conf
LangVAE and LangSpace: Building and Probing for Language Model VAEs.
EMNLP (System Demonstrations)
Danilo S. Carvalho, Yingji Zhang, Harriet Unsworth, André Freitas
2025 J jnl
LangVAE and LangSpace: Building and Probing for Language Model VAEs.
CoRR
Danilo S. Carvalho, Yingji Zhang, Harriet Unsworth, André Freitas
2025 J jnl
Learning to Disentangle Latent Reasoning Rules with Language VAEs: A Systematic Study.
CoRR
Yingji Zhang, Marco Valentino, Danilo S. Carvalho, André Freitas
2025 — conf
PEIRCE: Unifying Material and Formal Reasoning via LLM-Driven Neuro-Symbolic Refinement.
ACL (3)
Xin Quan, Marco Valentino, Danilo S. Carvalho, Dhairya Dalal, André Freitas
2025 J jnl
PEIRCE: Unifying Material and Formal Reasoning via LLM-Driven Neuro-Symbolic Refinement.
CoRR
Xin Quan, Marco Valentino, Danilo S. Carvalho, Dhairya Dalal, André Freitas
2025 — conf
SylloBio-NLI: Evaluating Large Language Models on Biomedical Syllogistic Reasoning.
NAACL (Long Papers)
Magdalena Wysocka, Danilo S. Carvalho, Oskar Wysocki, Marco Valentino, André Freitas
2025 J jnl
TRACE for Tracking the Emergence of Semantic Representations in Transformers.
CoRR
Nura Aljaafari, Danilo S. Carvalho, André Freitas
2025 — conf
TRACE: Training and Inference-Time Interpretability Analysis for Language Models.
EMNLP (System Demonstrations)
Nura Aljaafari, Danilo S. Carvalho, André Freitas
2025 J jnl
TRACE: Training and Inference-Time Interpretability Analysis for Language Models.
CoRR
Nura Aljaafari, Danilo S. Carvalho, André Freitas
2025 J jnl
elsciRL: Integrating Language Solutions into Reinforcement Learning Problem Settings.
CoRR
Philip Osborne, Danilo S. Carvalho, André Freitas
2024 — conf
An LLM-based Knowledge Synthesis and Scientific Reasoning Framework for Biomedical Discovery.
ACL (3)
Oskar Wysocki, Magdalena Wysocka, Danilo S. Carvalho, Alex Bogatu, Danilo Miranda Gusicuma, Maxime Delmas, Harriet Unsworth, André Freitas
2024 J jnl
An LLM-based Knowledge Synthesis and Scientific Reasoning Framework for Biomedical Discovery.
CoRR
Oskar Wysocki, Magdalena Wysocka, Danilo S. Carvalho, Alex Teodor Bogatu, Danilo Miranda Gusicuma, Maxime Delmas, Harriet Unsworth, André Freitas
2024 — conf
Graph-Induced Syntactic-Semantic Spaces in Transformer-Based Variational AutoEncoders.
NAACL-HLT (Findings)
Yingji Zhang, Marco Valentino, Danilo S. Carvalho, Ian Pratt-Hartmann, André Freitas
2024 — conf
Improving Semantic Control in Discrete Latent Spaces with Transformer Quantized Variational Autoencoders.
EACL (Findings)
Yingji Zhang, Danilo S. Carvalho, Marco Valentino, Ian Pratt-Hartmann, André Freitas
2024 J jnl
Improving Semantic Control in Discrete Latent Spaces with Transformer Quantized Variational Autoencoders.
CoRR
Yingji Zhang, Danilo S. Carvalho, Marco Valentino, Ian Pratt-Hartmann, André Freitas
2024 J jnl
Inductive Learning of Logical Theories with LLMs: A Complexity-graded Analysis.
CoRR
João Pedro Gandarela de Souza, Danilo S. Carvalho, André Freitas
2024 J jnl
Interpreting token compositionality in LLMs: A robustness analysis.
CoRR
Nura Aljaafari, Danilo S. Carvalho, André Freitas
2024 — conf
Learning Disentangled Semantic Spaces of Explanations via Invertible Neural Networks.
ACL (1)
Yingji Zhang, Danilo S. Carvalho, André Freitas
2024 — conf
Multi-Relational Hyperbolic Word Embeddings from Natural Language Definitions.
EACL (1)
Marco Valentino, Danilo S. Carvalho, André Freitas
2024 J jnl
SylloBio-NLI: Evaluating Large Language Models on Biomedical Syllogistic Reasoning.
CoRR
Magdalena Wysocka, Danilo S. Carvalho, Oskar Wysocki, Marco Valentino, André Freitas
2024 J jnl
The Mechanics of Conceptual Interpretation in GPT Models: Interpretative Insights.
CoRR
Nura Aljaafari, Danilo S. Carvalho, André Freitas
2023 J jnl
Analysis of business process automation as linear time-invariant system network.
CoRR
Mauricio Jacobo-Romero, Danilo S. Carvalho, André Freitas
2023 J jnl
Graph-Induced Syntactic-Semantic Spaces in Transformer-Based Variational AutoEncoders.
CoRR
Yingji Zhang, Marco Valentino, Danilo S. Carvalho, Ian Pratt-Hartmann, André Freitas
2023 J jnl
Learning Disentangled Semantic Spaces of Explanations via Invertible Neural Networks.
CoRR
Yingji Zhang, Danilo S. Carvalho, Ian Pratt-Hartmann, André Freitas
2023 J jnl
LlaMaVAE: Guiding Large Language Model Generation via Continuous Latent Sentence Spaces.
CoRR
Yingji Zhang, Danilo S. Carvalho, Ian Pratt-Hartmann, André Freitas
2023 J jnl
Multi-Relational Hyperbolic Word Embeddings from Natural Language Definitions.
CoRR
Marco Valentino, Danilo S. Carvalho, André Freitas
2023 J jnl
Towards Controllable Natural Language Inference through Lexical Inference Types.
CoRR
Yingji Zhang, Danilo S. Carvalho, Ian Pratt-Hartmann, André Freitas
2022 — conf
EnnCore: End-to-End Conceptual Guarding of Neural Architectures.
SafeAI@AAAI
Edoardo Manino, Danilo S. Carvalho, Yi Dong, Julia Rozanova, Xidan Song, Mustafa A. Mustafa, André Freitas, Gavin Brown, Mikel Luján, Xiaowei Huang, Lucas C. Cordeiro
2022 J jnl
Estimating productivity gains in digital automation.
CoRR
Mauricio Jacobo-Romero, Danilo S. Carvalho, André Freitas
2022 J jnl
Learning Disentangled Representations for Natural Language Definitions.
CoRR
Danilo S. Carvalho, Giangiacomo Mercatali, Yingji Zhang, André Freitas
2022 J jnl
Montague semantics and modifier consistency measurement in neural language models.
CoRR
Danilo S. Carvalho, Edoardo Manino, Julia Rozanova, Lucas C. Cordeiro, André Freitas
2022 J jnl
Quasi-symbolic explanatory NLI via disentanglement: A geometrical examination.
CoRR
Yingji Zhang, Danilo S. Carvalho, Ian Pratt-Hartmann, André Freitas
2022 — conf
Systematicity, Compositionality and Transitivity of Deep NLP Models: a Metamorphic Testing Perspective.
ACL (Findings)
Edoardo Manino, Julia Rozanova, Danilo S. Carvalho, André Freitas, Lucas C. Cordeiro
2022 J jnl
Systematicity, Compositionality and Transitivity of Deep NLP Models: a Metamorphic Testing Perspective.
CoRR
Edoardo Manino, Julia Rozanova, Danilo S. Carvalho, André Freitas, Lucas C. Cordeiro
2020 J jnl
Correction: Corrigendum: The Gender Patenting Gap: A Study on the Iberoamerican Countries.
J. Data Inf. Sci.
Danilo S. Carvalho, Lydia Bares, Kelyane Silva
2020 J jnl
The Gender Patenting Gap: A Study on the Iberoamerican Countries.
J. Data Inf. Sci.
Danilo S. Carvalho, Lydia Bares, Kelyane Silva
2019 — conf
Uncovering Social Media Bots: a Transparency-focused Approach.
WWW (Companion Volume)
Eric Ferreira Dos Santos, Danilo S. Carvalho, Lívia Ruback, Jonice Oliveira
2017 — conf
An Analysis of Majority Voting in Homogeneous Groups for Checkers: Understanding Group Performance Through Unbalance.
ACG
Danilo S. Carvalho, Minh Le Nguyen, Hiroyuki Iida
2017 — conf
Improving Legal Information Retrieval by Distributional Composition with Term Order Probabilities.
COLIEE@ICAIL
Danilo S. Carvalho, Vu D. Tran, Van-Khanh Tran, Le-Minh Nguyen
2017 — conf
WikTDV: Data extraction and vector representation resource for Wiktionary senses.
KSE
Danilo S. Carvalho, Minh-Le Nguyen
2016 J jnl
Financial credit analysis via a clustering weightless neural classifier.
Neurocomputing
Douglas de O. Cardoso, Danilo S. Carvalho, Daniel S. F. Alves, Diego Fonseca Pereira de Souza, Hugo C. C. Carneiro, Carlos Eduardo Pedreira, Priscila M. V. Lima, Felipe M. G. França
2016 J jnl
Lexical-Morphological Modeling for Legal Text Analysis.
CoRR
Danilo S. Carvalho, Minh-Tien Nguyen, Tran Xuan Chien, Minh-Le Nguyen
2015 — conf
Lexical-Morphological Modeling for Legal Text Analysis.
JSAI-isAI Workshops
Danilo S. Carvalho, Minh-Tien Nguyen, Chien-Xuan Tran, Minh-Le Nguyen
2014 B conf
Credit analysis with a clustering RAM-based neural classifier.
ESANN
Douglas de O. Cardoso, Danilo S. Carvalho, Daniel S. F. Alves, Diego Fonseca Pereira de Souza, Hugo C. C. Carneiro, Carlos Eduardo Pedreira, Priscila M. V. Lima, Felipe M. G. França
2014 — conf
EasyESA: A Low-effort Infrastructure for Explicit Semantic Analysis.
ISWC (Posters & Demos)
Danilo S. Carvalho, Cagatay Calli, André Freitas, Edward Curry
2014 B conf
Extracting rules from DRASiW's "mental images".
ESANN
Paulo Coutinho, Hugo C. C. Carneiro, Danilo S. Carvalho, Felipe M. G. França
2014 C conf
On the Semantic Representation and Extraction of Complex Category Descriptors.
NLDB
André Freitas, Rafael Vieira, Edward Curry, Danilo S. Carvalho, João Carlos Pereira da Silva
2014 B conf
Online tracking of multiple objects using WiSARD.
ESANN
Rafael Lima de Carvalho, Danilo S. Carvalho, Priscila M. V. Lima, Félix Mora-Camino, Felipe M. G. França
2013 B conf
B-bleaching: Agile Overtraining Avoidance in the WiSARD Weightless Neural Classifier.
ESANN
Danilo S. Carvalho, Hugo C. C. Carneiro, Felipe M. G. França, Priscila M. V. Lima
2013 — conf
Graphia: Extracting Contextual Relation Graphs from Text.
ESWC (Satellite Events)
Danilo S. Carvalho, André Freitas, João Carlos Pereira da Silva
2013 — conf
Representing Texts as Contextualized Entity-Centric Linked Data Graphs.
DEXA Workshops
André Freitas, Seán O'Riain, Edward Curry, João Carlos Pereira da Silva, Danilo S. Carvalho
2012 — conf
A Semantic Best-Effort Approach for Extracting Structured Discourse Graphs from Wikipedia.
WoLE@ISWC
André Freitas, Danilo S. Carvalho, João Carlos Pereira da Silva, Seán O'Riain, Edward Curry