Danilo S. Carvalho

According to our database, Danilo S. Carvalho authored at least 39 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

SylloBio-NLI: Evaluating Large Language Models on Biomedical Syllogistic Reasoning.

Magdalena Wysocka, Danilo S. Carvalho, Oskar Wysocki, Marco Valentino, André Freitas

CoRR, 2024

Interpreting token compositionality in LLMs: A robustness analysis.

Nura Aljaafari, Danilo S. Carvalho, André Freitas

CoRR, 2024

Inductive Learning of Logical Theories with LLMs: A Complexity-graded Analysis.

João Pedro Gandarela, Danilo S. Carvalho, André Freitas

CoRR, 2024

The Mechanics of Conceptual Interpretation in GPT Models: Interpretative Insights.

Nura Aljaafari, Danilo S. Carvalho, André Freitas

CoRR, 2024

Graph-Induced Syntactic-Semantic Spaces in Transformer-Based Variational AutoEncoders.

Yingji Zhang, Marco Valentino, Danilo S. Carvalho, Ian Pratt-Hartmann, André Freitas

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

Improving Semantic Control in Discrete Latent Spaces with Transformer Quantized Variational Autoencoders.

Yingji Zhang, Danilo S. Carvalho, Marco Valentino, Ian Pratt-Hartmann, André Freitas

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2024, 2024

Multi-Relational Hyperbolic Word Embeddings from Natural Language Definitions.

Marco Valentino, Danilo S. Carvalho, André Freitas

Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

2023

Leadership and international collaboration on COVID-19 research: reducing the North-South divide?

Danilo Silva de Carvalho, Lucas Lopes Felipe, Priscila Costa Albuquerque, Fabio Zicker, Bruna de Paula Fonseca

Scientometrics, August, 2023

LlaMaVAE: Guiding Large Language Model Generation via Continuous Latent Sentence Spaces.

Yingji Zhang, Danilo S. Carvalho, Ian Pratt-Hartmann, André Freitas

CoRR, 2023

Towards Controllable Natural Language Inference through Lexical Inference Types.

Yingji Zhang, Danilo S. Carvalho, Ian Pratt-Hartmann, André Freitas

CoRR, 2023

Learning Disentangled Semantic Spaces of Explanations via Invertible Neural Networks.

Yingji Zhang, Danilo S. Carvalho, Ian Pratt-Hartmann, André Freitas

CoRR, 2023

Analysis of business process automation as linear time-invariant system network.

Mauricio Jacobo-Romero, Danilo S. Carvalho, André Freitas

CoRR, 2023

Learning Disentangled Representations for Natural Language Definitions.

Danilo Silva de Carvalho, Giangiacomo Mercatali, Yingji Zhang, André Freitas

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023

2022

Montague semantics and modifier consistency measurement in neural language models.

Danilo S. Carvalho, Edoardo Manino, Julia Rozanova, Lucas C. Cordeiro, André Freitas

CoRR, 2022

Quasi-symbolic explanatory NLI via disentanglement: A geometrical examination.

Yingji Zhang, Danilo S. Carvalho, Ian Pratt-Hartmann, André Freitas

CoRR, 2022

Estimating productivity gains in digital automation.

Mauricio Jacobo-Romero, Danilo S. Carvalho, André Freitas

CoRR, 2022

Systematicity, Compositionality and Transitivity of Deep NLP Models: a Metamorphic Testing Perspective.

Edoardo Manino, Julia Rozanova, Danilo S. Carvalho, André Freitas, Lucas C. Cordeiro

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

EnnCore: End-to-End Conceptual Guarding of Neural Architectures.

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

Proceedings of the Workshop on Artificial Intelligence Safety 2022 (SafeAI 2022) co-located with the Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI2022), 2022

2021

Pattern Identification of Bot Messages for Media Literacy.

Eric Ferreira Dos Santos, Danilo Silva de Carvalho, Jonice Oliveira

Proceedings of the WebMedia '21: Brazilian Symposium on Multimedia and the Web, 2021

2020

Correction: Corrigendum: The Gender Patenting Gap: A Study on the Iberoamerican Countries.

Danilo S. Carvalho, Lydia Bares, Kelyane Silva

J. Data Inf. Sci., 2020

The Gender Patenting Gap: A Study on the Iberoamerican Countries.

Danilo S. Carvalho, Lydia Bares, Kelyane Silva

J. Data Inf. Sci., 2020

2019

Uncovering Social Media Bots: a Transparency-focused Approach.

Eric Ferreira Dos Santos, Danilo S. Carvalho, Lívia Ruback, Jonice Oliveira

Proceedings of the Companion of The 2019 World Wide Web Conference, 2019

2017

WikTDV: Data extraction and vector representation resource for Wiktionary senses.

Danilo S. Carvalho, Minh-Le Nguyen

Proceedings of the 9th International Conference on Knowledge and Systems Engineering, 2017

Improving Legal Information Retrieval by Distributional Composition with Term Order Probabilities.

Danilo S. Carvalho, Vu D. Tran, Van-Khanh Tran, Le-Minh Nguyen

Proceedings of the COLIEE 2017. 4th Competition on Legal Information Extraction and Entailment, 2017

Efficient Neural-based patent document segmentation with Term Order Probabilities.

Danilo Silva de Carvalho, Minh-Le Nguyen

Proceedings of the 25th European Symposium on Artificial Neural Networks, 2017

Building Lexical Vector Representations from Concept Definitions.

Danilo Silva de Carvalho, Minh Le Nguyen

Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

An Analysis of Majority Voting in Homogeneous Groups for Checkers: Understanding Group Performance Through Unbalance.

Danilo S. Carvalho, Minh Le Nguyen, Hiroyuki Iida

Proceedings of the Advances in Computer Games - 15th International Conferences, 2017

2016

Financial credit analysis via a clustering weightless neural classifier.

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

Neurocomputing, 2016

2015

Lexical-Morphological Modeling for Legal Text Analysis.

Danilo S. Carvalho, Minh-Tien Nguyen, Chien-Xuan Tran, Minh-Le Nguyen

Proceedings of the New Frontiers in Artificial Intelligence, 2015

2014

EasyESA: A Low-effort Infrastructure for Explicit Semantic Analysis.

Danilo S. Carvalho, Cagatay Calli, André Freitas, Edward Curry

Proceedings of the ISWC 2014 Posters & Demonstrations Track a track within the 13th International Semantic Web Conference, 2014

On the Semantic Representation and Extraction of Complex Category Descriptors.

André Freitas, Rafael Vieira, Edward Curry, Danilo S. Carvalho, João Carlos Pereira da Silva

Proceedings of the Natural Language Processing and Information Systems, 2014

Extracting rules from DRASiW's "mental images".

Paulo Coutinho, Hugo C. C. Carneiro, Danilo S. Carvalho, Felipe M. G. França

Proceedings of the 22th European Symposium on Artificial Neural Networks, 2014

Online tracking of multiple objects using WiSARD.

Rafael Lima de Carvalho, Danilo S. Carvalho, Priscila M. V. Lima, Félix Mora-Camino, Felipe M. G. França

Proceedings of the 22th European Symposium on Artificial Neural Networks, 2014

Credit analysis with a clustering RAM-based neural classifier.

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

Proceedings of the 22th European Symposium on Artificial Neural Networks, 2014

Extracting Semantic Information from Patent Claims Using Phrasal Structure Annotations.

Danilo Silva de Carvalho, Felipe Maia Galvão França, Priscila Machado Vieira Lima

Proceedings of the 2014 Brazilian Conference on Intelligent Systems, 2014

2013

Graphia: Extracting Contextual Relation Graphs from Text.

Danilo S. Carvalho, André Freitas, João Carlos Pereira da Silva

Proceedings of the Semantic Web: ESWC 2013 Satellite Events, 2013

B-bleaching: Agile Overtraining Avoidance in the WiSARD Weightless Neural Classifier.

Danilo S. Carvalho, Hugo C. C. Carneiro, Felipe M. G. França, Priscila M. V. Lima

Proceedings of the 21st European Symposium on Artificial Neural Networks, 2013

Representing Texts as Contextualized Entity-Centric Linked Data Graphs.

André Freitas, Seán O'Riain, Edward Curry, João Carlos Pereira da Silva, Danilo S. Carvalho

Proceedings of the 24th International Workshop on Database and Expert Systems Applications, 2013

2012

A Semantic Best-Effort Approach for Extracting Structured Discourse Graphs from Wikipedia.

André Freitas, Danilo S. Carvalho, João Carlos Pereira da Silva, Seán O'Riain, Edward Curry

Proceedings of the Web of Linked Entities Workshop, Boston, USA, November 11, 2012, 2012