Danilo S. Carvalho

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 22

Top Topics

Natural Language

Neural Classifier

Multi Relational Data

Explicit Semantic Analysis

Top Venues

J. Data Inf. Sci.

JSAI-isAI Workshops

Publications

Marco Valentino, Danilo S. Carvalho, André Freitas
Multi-Relational Hyperbolic Word Embeddings from Natural Language Definitions. EACL (1) (2024)
Yingji Zhang, Danilo S. Carvalho, Marco Valentino, Ian Pratt-Hartmann, André Freitas
Improving Semantic Control in Discrete Latent Spaces with Transformer Quantized Variational Autoencoders. CoRR (2024)
Yingji Zhang, Danilo S. Carvalho, Marco Valentino, Ian Pratt-Hartmann, André Freitas
Improving Semantic Control in Discrete Latent Spaces with Transformer Quantized Variational Autoencoders. EACL (Findings) (2024)
Marco Valentino, Danilo S. Carvalho, André Freitas
Multi-Relational Hyperbolic Word Embeddings from Natural Language Definitions. CoRR (2023)
Yingji Zhang, Danilo S. Carvalho, Ian Pratt-Hartmann, André Freitas
Towards Controllable Natural Language Inference through Lexical Inference Types. CoRR (2023)
Yingji Zhang, Marco Valentino, Danilo S. Carvalho, Ian Pratt-Hartmann, André Freitas
Graph-Induced Syntactic-Semantic Spaces in Transformer-Based Variational AutoEncoders. CoRR (2023)
Yingji Zhang, Danilo S. Carvalho, Ian Pratt-Hartmann, André Freitas
LlaMaVAE: Guiding Large Language Model Generation via Continuous Latent Sentence Spaces. CoRR (2023)
Yingji Zhang, Danilo S. Carvalho, Ian Pratt-Hartmann, André Freitas
Learning Disentangled Semantic Spaces of Explanations via Invertible Neural Networks. CoRR (2023)
Mauricio Jacobo-Romero, Danilo S. Carvalho, André Freitas
Analysis of business process automation as linear time-invariant system network. CoRR (2023)
Yingji Zhang, Danilo S. Carvalho, Ian Pratt-Hartmann, André Freitas
Quasi-symbolic explanatory NLI via disentanglement: A geometrical examination. CoRR (2022)
Mauricio Jacobo-Romero, Danilo S. Carvalho, André Freitas
Estimating productivity gains in digital automation. CoRR (2022)
Danilo S. Carvalho, Giangiacomo Mercatali, Yingji Zhang, André Freitas
Learning Disentangled Representations for Natural Language Definitions. CoRR (2022)
Danilo S. Carvalho, Edoardo Manino, Julia Rozanova, Lucas C. Cordeiro, André Freitas
Montague semantics and modifier consistency measurement in neural language models. CoRR (2022)
Danilo S. Carvalho, Lydia Bares, Kelyane Silva
The Gender Patenting Gap: A Study on the Iberoamerican Countries. J. Data Inf. Sci. 5 (3) (2020)
Danilo S. Carvalho, Lydia Bares, Kelyane Silva
Correction: Corrigendum: The Gender Patenting Gap: A Study on the Iberoamerican Countries. J. Data Inf. Sci. 5 (4) (2020)
Eric Ferreira Dos Santos, Danilo S. Carvalho, Lívia Ruback, Jonice Oliveira
Uncovering Social Media Bots: a Transparency-focused Approach. WWW (Companion Volume) (2019)
Danilo S. Carvalho, Minh-Le Nguyen
WikTDV: Data extraction and vector representation resource for Wiktionary senses. KSE (2017)
Danilo S. Carvalho, Vu D. Tran, Van-Khanh Tran, Le-Minh Nguyen
Improving Legal Information Retrieval by Distributional Composition with Term Order Probabilities. COLIEE@ICAIL (2017)
Danilo S. Carvalho, Minh Le Nguyen, Hiroyuki Iida
An Analysis of Majority Voting in Homogeneous Groups for Checkers: Understanding Group Performance Through Unbalance. ACG (2017)
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
Financial credit analysis via a clustering weightless neural classifier. Neurocomputing 183 (2016)
Danilo S. Carvalho, Minh-Tien Nguyen, Tran Xuan Chien, Minh-Le Nguyen
Lexical-Morphological Modeling for Legal Text Analysis. CoRR (2016)
Danilo S. Carvalho, Minh-Tien Nguyen, Chien-Xuan Tran, Minh-Le Nguyen
Lexical-Morphological Modeling for Legal Text Analysis. JSAI-isAI Workshops (2015)
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
Credit analysis with a clustering RAM-based neural classifier. ESANN (2014)
Rafael Lima de Carvalho, Danilo S. Carvalho, Priscila M. V. Lima, Félix Mora-Camino, Felipe M. G. França
Online tracking of multiple objects using WiSARD. ESANN (2014)
André Freitas, Rafael Vieira, Edward Curry, Danilo S. Carvalho, João Carlos Pereira da Silva
On the Semantic Representation and Extraction of Complex Category Descriptors. NLDB (2014)
Danilo S. Carvalho, Cagatay Calli, André Freitas, Edward Curry
EasyESA: A Low-effort Infrastructure for Explicit Semantic Analysis. ISWC (Posters & Demos) (2014)
Paulo Coutinho, Hugo C. C. Carneiro, Danilo S. Carvalho, Felipe M. G. França
Extracting rules from DRASiW's "mental images". ESANN (2014)
Danilo S. Carvalho, André Freitas, João Carlos Pereira da Silva
Graphia: Extracting Contextual Relation Graphs from Text. ESWC (Satellite Events) (2013)
Danilo S. Carvalho, Hugo C. C. Carneiro, Felipe M. G. França, Priscila M. V. Lima
B-bleaching: Agile Overtraining Avoidance in the WiSARD Weightless Neural Classifier. ESANN (2013)
André Freitas, Seán O'Riain, Edward Curry, João Carlos Pereira da Silva, Danilo S. Carvalho
Representing Texts as Contextualized Entity-Centric Linked Data Graphs. DEXA Workshops (2013)
André Freitas, Danilo S. Carvalho, João Carlos Pereira da Silva, Seán O'Riain, Edward Curry
A Semantic Best-Effort Approach for Extracting Structured Discourse Graphs from Wikipedia. WoLE@ISWC (2012)