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ORCIDDanilo S. Carvalho
Person information
- affiliation: Japan Advanced Institute of Science and Technology, Nomi, Japan
- affiliation (former): Federal University of Rio de Janeiro, PESC/COPPE, Brazil
- affiliation (former): National University of Ireland, Galway
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2020 – today
- 2024
[c24]Marco Valentino, Danilo S. Carvalho, André Freitas:
Multi-Relational Hyperbolic Word Embeddings from Natural Language Definitions. EACL (1) 2024: 23-34- [c23]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: 1434-1450 - [c22]Yingji Zhang, Marco Valentino, Danilo S. Carvalho, Ian Pratt-Hartmann, André Freitas:
Graph-Induced Syntactic-Semantic Spaces in Transformer-Based Variational AutoEncoders. NAACL-HLT (Findings) 2024: 474-489 - [i17]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 abs/2402.00723 (2024) - [i16]Nura Aljaafari
, Danilo S. Carvalho, André Freitas:
The Mechanics of Conceptual Interpretation in GPT Models: Interpretative Insights. CoRR abs/2408.11827 (2024) - [i15]João Pedro Gandarela, Danilo S. Carvalho, André Freitas:
Inductive Learning of Logical Theories with LLMs: A Complexity-graded Analysis. CoRR abs/2408.16779 (2024) - [i14]Nura Aljaafari, Danilo S. Carvalho, André Freitas:
Interpreting token compositionality in LLMs: A robustness analysis. CoRR abs/2410.12924 (2024) - [i13]Magdalena Wysocka, Danilo S. Carvalho, Oskar Wysocki, Marco Valentino, André Freitas:
SylloBio-NLI: Evaluating Large Language Models on Biomedical Syllogistic Reasoning. CoRR abs/2410.14399 (2024) - 2023
- [j4]Danilo Silva de Carvalho, Lucas Lopes Felipe, Priscila Costa Albuquerque, Fabio Zicker, Bruna de Paula Fonseca:
Leadership and international collaboration on COVID-19 research: reducing the North-South divide? Scientometrics 128(8): 4689-4705 (2023) - [c21]Danilo Silva de Carvalho, Giangiacomo Mercatali, Yingji Zhang, André Freitas:
Learning Disentangled Representations for Natural Language Definitions. EACL (Findings) 2023: 1341-1354 - [i12]Mauricio Jacobo-Romero, Danilo S. Carvalho, André Freitas:
Analysis of business process automation as linear time-invariant system network. CoRR abs/2302.04785 (2023) - [i11]Yingji Zhang, Danilo S. Carvalho, Ian Pratt-Hartmann, André Freitas:
Learning Disentangled Semantic Spaces of Explanations via Invertible Neural Networks. CoRR abs/2305.01713 (2023) - [i10]Marco Valentino, Danilo S. Carvalho, André Freitas:
Multi-Relational Hyperbolic Word Embeddings from Natural Language Definitions. CoRR abs/2305.07303 (2023) - [i9]Yingji Zhang, Danilo S. Carvalho, Ian Pratt-Hartmann, André Freitas:
Towards Controllable Natural Language Inference through Lexical Inference Types. CoRR abs/2308.03581 (2023) - [i8]Yingji Zhang, Marco Valentino, Danilo S. Carvalho, Ian Pratt-Hartmann, André Freitas:
Graph-Induced Syntactic-Semantic Spaces in Transformer-Based Variational AutoEncoders. CoRR abs/2311.08579 (2023) - [i7]Yingji Zhang, Danilo S. Carvalho, Ian Pratt-Hartmann, André Freitas:
LlaMaVAE: Guiding Large Language Model Generation via Continuous Latent Sentence Spaces. CoRR abs/2312.13208 (2023) - 2022
- [c20]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:
EnnCore: End-to-End Conceptual Guarding of Neural Architectures. SafeAI@AAAI 2022 - [c19]Edoardo Manino, Julia Rozanova, Danilo S. Carvalho, André Freitas, Lucas C. Cordeiro:
Systematicity, Compositionality and Transitivity of Deep NLP Models: a Metamorphic Testing Perspective. ACL (Findings) 2022: 2355-2366 - [i6]Edoardo Manino, Julia Rozanova, Danilo S. Carvalho, André Freitas, Lucas C. Cordeiro:
Systematicity, Compositionality and Transitivity of Deep NLP Models: a Metamorphic Testing Perspective. CoRR abs/2204.12316 (2022) - [i5]Mauricio Jacobo-Romero, Danilo S. Carvalho, André Freitas:
Estimating productivity gains in digital automation. CoRR abs/2210.01252 (2022) - [i4]Danilo S. Carvalho, Giangiacomo Mercatali, Yingji Zhang, André Freitas:
Learning Disentangled Representations for Natural Language Definitions. CoRR abs/2210.02898 (2022) - [i3]Yingji Zhang, Danilo S. Carvalho, Ian Pratt-Hartmann, André Freitas:
Quasi-symbolic explanatory NLI via disentanglement: A geometrical examination. CoRR abs/2210.06230 (2022) - [i2]Danilo S. Carvalho, Edoardo Manino, Julia Rozanova, Lucas C. Cordeiro, André Freitas:
Montague semantics and modifier consistency measurement in neural language models. CoRR abs/2212.04310 (2022) - 2021
- [c18]Eric Ferreira Dos Santos, Danilo Silva de Carvalho, Jonice Oliveira:
Pattern Identification of Bot Messages for Media Literacy. WebMedia 2021: 121-128 - 2020
- [j3]Danilo S. Carvalho, Lydia Bares, Kelyane Silva:
The Gender Patenting Gap: A Study on the Iberoamerican Countries. J. Data Inf. Sci. 5(3): 116-128 (2020) - [j2]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): 147-150 (2020)
2010 – 2019
- 2019
- [c17]Eric Ferreira Dos Santos, Danilo S. Carvalho, Lívia Ruback, Jonice Oliveira:
Uncovering Social Media Bots: a Transparency-focused Approach. WWW (Companion Volume) 2019: 545-552 - 2017
- [c16]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: 213-223 - [c15]Danilo Silva de Carvalho, Minh Le Nguyen:
Building Lexical Vector Representations from Concept Definitions. EACL (1) 2017: 905-915 - [c14]Danilo Silva de Carvalho, Minh-Le Nguyen:
Efficient Neural-based patent document segmentation with Term Order Probabilities. ESANN 2017 - [c13]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: 43-56 - [c12]Danilo S. Carvalho, Minh-Le Nguyen:
WikTDV: Data extraction and vector representation resource for Wiktionary senses. KSE 2017: 239-244 - 2016
- [j1]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: 70-78 (2016) - [i1]Danilo S. Carvalho, Minh-Tien Nguyen, Tran Xuan Chien, Minh-Le Nguyen:
Lexical-Morphological Modeling for Legal Text Analysis. CoRR abs/1609.00799 (2016) - 2015
- [c11]Danilo S. Carvalho, Minh-Tien Nguyen, Chien-Xuan Tran, Minh-Le Nguyen:
Lexical-Morphological Modeling for Legal Text Analysis. JSAI-isAI Workshops 2015: 295-311 - 2014
- [c10]Danilo Silva de Carvalho, Felipe Maia Galvão França, Priscila Machado Vieira Lima:
Extracting Semantic Information from Patent Claims Using Phrasal Structure Annotations. BRACIS 2014: 31-36 - [c9]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 - [c8]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 - [c7]Paulo Coutinho, Hugo C. C. Carneiro, Danilo S. Carvalho, Felipe M. G. França:
Extracting rules from DRASiW's "mental images". ESANN 2014 - [c6]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: 45-50 - [c5]Danilo S. Carvalho, Cagatay Calli, André Freitas, Edward Curry:
EasyESA: A Low-effort Infrastructure for Explicit Semantic Analysis. ISWC (Posters & Demos) 2014: 177-180 - 2013
- [c4]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: 133-137 - [c3]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 - [c2]Danilo S. Carvalho, André Freitas, João Carlos Pereira da Silva:
Graphia: Extracting Contextual Relation Graphs from Text. ESWC (Satellite Events) 2013: 236-241 - 2012
- [c1]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: 70-81
Coauthor Index
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