Aline Villavicencio

ORCID

Publication Activity (10 Years)

Years Active: 1995-2024
Publications (10 Years): 68

Top Venues

Publications

Edward Gow-Smith, Dylan Phelps, Harish Tayyar Madabushi, Carolina Scarton, Aline Villavicencio
Word Boundary Information Isn't Useful for Encoder Language Models. CoRR (2024)
Wei He, Marco Idiart, Carolina Scarton, Aline Villavicencio
Enhancing Idiomatic Representation in Multiple Languages via an Adaptive Contrastive Triplet Loss. ACL (Findings) (2024)
Atsuki Yamaguchi, Aline Villavicencio, Nikolaos Aletras
Vocabulary Expansion for Low-resource Cross-lingual Transfer. CoRR (2024)
Bohua Peng, Wei He, Bin Chen, Aline Villavicencio, Chengfu Wu
Multi-perspective thought navigation for source-free entity linking. Pattern Recognit. Lett. 178 (2024)
Rodrigo Wilkens, Leonardo Zilio, Aline Villavicencio
Assessing linguistic generalisation in language models: a dataset for Brazilian Portuguese. Lang. Resour. Evaluation 58 (1) (2024)
Atsuki Yamaguchi, Aline Villavicencio, Nikolaos Aletras
An Empirical Study on Cross-lingual Vocabulary Adaptation for Efficient Generative LLM Inference. CoRR (2024)
Agne Knietaite, Adam Allsebrook, Anton Minkov, Adam Tomaszewski, Norbert Slinko, Richard Johnson, Thomas Pickard, Dylan Phelps, Aline Villavicencio
Is Less More? Quality, Quantity and Context in Idiom Processing with Natural Language Models. CoRR (2024)
Wei He, Marco Idiart, Carolina Scarton, Aline Villavicencio
Enhancing Idiomatic Representation in Multiple Languages via an Adaptive Contrastive Triplet Loss. CoRR (2024)
Wei He, Katayoun Farrahi, Bin Chen, Bohua Peng, Aline Villavicencio
Representation transfer and data cleaning in multi-views for text simplification. Pattern Recognit. Lett. 177 (2024)
Dylan Phelps, Thomas Pickard, Maggie Mi, Edward Gow-Smith, Aline Villavicencio
Sign of the Times: Evaluating the use of Large Language Models for Idiomaticity Detection. CoRR (2024)
Bohua Peng, Chengfu Wu, Wei He, William Thorne, Aline Villavicencio, Yujin Wang, Aline Paes
FLYPE: Multitask Prompt Tuning for Multimodal Human Understanding of Social Media. MUWS@CIKM (2023)
Kun Zhao, Bohao Yang, Chenghua Lin, Wenge Rong, Aline Villavicencio, Xiaohui Cui
Evaluating Open-Domain Dialogues in Latent Space with Next Sentence Prediction and Mutual Information. ACL (1) (2023)
Alexandre Salle, Aline Villavicencio
Understanding the effects of negative (and positive) pointwise mutual information on word vectors. J. Exp. Theor. Artif. Intell. 35 (8) (2023)
Rodrigo Wilkens, Leonardo Zilio, Aline Villavicencio
Assessing Linguistic Generalisation in Language Models: A Dataset for Brazilian Portuguese. CoRR (2023)
Kun Zhao, Bohao Yang, Chenghua Lin, Wenge Rong, Aline Villavicencio, Xiaohui Cui
Evaluating Open-Domain Dialogues in Latent Space with Next Sentence Prediction and Mutual Information. CoRR (2023)
Harish Tayyar Madabushi, Edward Gow-Smith, Marcos García, Carolina Scarton, Marco Idiart, Aline Villavicencio
SemEval-2022 Task 2: Multilingual Idiomaticity Detection and Sentence Embedding. SemEval@NAACL (2022)
Edward Gow-Smith, Harish Tayyar Madabushi, Carolina Scarton, Aline Villavicencio
Improving Tokenisation by Alternative Treatment of Spaces. EMNLP (2022)
Irina Bigoulaeva, Rachneet Sachdeva, Harish Tayyar Madabushi, Aline Villavicencio, Iryna Gurevych
Effective Cross-Task Transfer Learning for Explainable Natural Language Inference with T5. CoRR (2022)
Harish Tayyar Madabushi, Edward Gow-Smith, Marcos García, Carolina Scarton, Marco Idiart, Aline Villavicencio
SemEval-2022 Task 2: Multilingual Idiomaticity Detection and Sentence Embedding. CoRR (2022)
Edward Gow-Smith, Harish Tayyar Madabushi, Carolina Scarton, Aline Villavicencio
Improving Tokenisation by Alternative Treatment of Spaces. CoRR (2022)
Dylan Phelps, Xuan-Rui Fan, Edward Gow-Smith, Harish Tayyar Madabushi, Carolina Scarton, Aline Villavicencio
Sample Efficient Approaches for Idiomaticity Detection. CoRR (2022)
Dylan Phelps, Xuan-Rui Fan, Edward Gow-Smith, Harish Tayyar Madabushi, Carolina Scarton, Aline Villavicencio
Sample Efficient Approaches for Idiomaticity Detection. MWE@LREC2022 (2022)
Marcos García, Tiago Kramer Vieira, Carolina Scarton, Marco Idiart, Aline Villavicencio
Assessing the Representations of Idiomaticity in Vector Models with a Noun Compound Dataset Labeled at Type and Token Levels. ACL/IJCNLP (1) (2021)
Harish Tayyar Madabushi, Edward Gow-Smith, Carolina Scarton, Aline Villavicencio
AStitchInLanguageModels: Dataset and Methods for the Exploration of Idiomaticity in Pre-Trained Language Models. EMNLP (Findings) (2021)
Harish Tayyar Madabushi, Edward Gow-Smith, Carolina Scarton, Aline Villavicencio
AStitchInLanguageModels: Dataset and Methods for the Exploration of Idiomaticity in Pre-Trained Language Models. CoRR (2021)
Aline Villavicencio
What if the whole is greater than the sum of the parts? Modelling Complex (Multiword) Expressions (invited paper). CTTS@SEPLN (2021)
Marcely Zanon Boito, Bolaji Yusuf, Lucas Ondel, Aline Villavicencio, Laurent Besacier
Unsupervised Word Segmentation from Discrete Speech Units in Low-Resource Settings. CoRR (2021)
Peter Vickers, Rosa Wainwright, Harish Tayyar Madabushi, Aline Villavicencio
CogNLP-Sheffield at CMCL 2021 Shared Task: Blending Cognitively Inspired Features with Transformer-based Language Models for Predicting Eye Tracking Patterns. CMLS (2021)
Marcos García, Tiago Kramer Vieira, Carolina Scarton, Marco Idiart, Aline Villavicencio
Probing for idiomaticity in vector space models. EACL (2021)
Marcely Zanon Boito, Aline Villavicencio, Laurent Besacier
Investigating Language Impact in Bilingual Approaches for Computational Language Documentation. SLTU/CCURL@LREC (2020)
Marcely Zanon Boito, Aline Villavicencio, Laurent Besacier
Investigating alignment interpretability for low-resource NMT. Mach. Transl. 34 (4) (2020)
Marcely Zanon Boito, Aline Villavicencio, Laurent Besacier
Investigating Language Impact in Bilingual Approaches for Computational Language Documentation. CoRR (2020)
Marcely Zanon Boito, Aline Villavicencio, Laurent Besacier
Empirical Evaluation of Sequence-to-Sequence Models for Word Discovery in Low-Resource Settings. INTERSPEECH (2019)
Marco Aurélio Pires Idiart, Aline Villavicencio, Boris Katz, César Rennó-Costa, John E. Lisman
How the Brain Represents Language and Answers Questions? Using an AI System to Understand the Underlying Neurobiological Mechanisms. Frontiers Comput. Neurosci. 13 (2019)
Marcely Zanon Boito, Aline Villavicencio, Laurent Besacier
Empirical Evaluation of Sequence-to-Sequence Models for Word Discovery in Low-resource Settings. CoRR (2019)
Aline Villavicencio, Marco Idiart
Discovering multiword expressions. Nat. Lang. Eng. 25 (6) (2019)
Aline Villavicencio
When the whole is greater than the sum of its parts: Multiword expressions and idiomaticity. MWE-WN@ACL (2019)
Marcely Zanon Boito, Aline Villavicencio, Laurent Besacier
How Does Language Influence Documentation Workflow? Unsupervised Word Discovery Using Translations in Multiple Languages. CoRR (2019)
Silvio Cordeiro, Aline Villavicencio, Marco Idiart, Carlos Ramisch
Unsupervised Compositionality Prediction of Nominal Compounds. Comput. Linguistics 45 (1) (2019)
Alexandre Salle, Aline Villavicencio
Why So Down? The Role of Negative (and Positive) Pointwise Mutual Information in Distributional Semantics. CoRR (2019)
Marcely Zanon Boito, Antonios Anastasopoulos, Aline Villavicencio, Laurent Besacier, Marika Lekakou
A Small Griko-Italian Speech Translation Corpus. SLTU (2018)
Alexandre Salle, Aline Villavicencio
Restricted Recurrent Neural Tensor Networks: Exploiting Word Frequency and Compositionality. ACL (2) (2018)
Marcely Zanon Boito, Antonios Anastasopoulos, Marika Lekakou, Aline Villavicencio, Laurent Besacier
A small Griko-Italian speech translation corpus. CoRR (2018)
Carlos Ramisch, Renata Ramisch, Leonardo Zilio, Aline Villavicencio, Silvio Cordeiro
A Corpus Study of Verbal Multiword Expressions in Brazilian Portuguese. PROPOR (2018)
Pierre Godard, Marcely Zanon Boito, Lucas Ondel, Alexandre Berard, François Yvon, Aline Villavicencio, Laurent Besacier
Unsupervised Word Segmentation from Speech with Attention. INTERSPEECH (2018)
Felipe Paula, Rodrigo Wilkens, Marco Idiart, Aline Villavicencio
Similarity Measures for the Detection of Clinical Conditions with Verbal Fluency Tasks. NAACL-HLT (2) (2018)
Pierre Godard, Marcely Zanon Boito, Lucas Ondel, Alexandre Berard, François Yvon, Aline Villavicencio, Laurent Besacier
Unsupervised Word Segmentation from Speech with Attention. CoRR (2018)
Jorge A. Wagner Filho, Rodrigo Wilkens, Marco Idiart, Aline Villavicencio
The brWaC Corpus: A New Open Resource for Brazilian Portuguese. LREC (2018)
Alexandre Salle, Aline Villavicencio
Incorporating Subword Information into Matrix Factorization Word Embeddings. CoRR (2018)
Alexandre Salle, Aline Villavicencio
Restricted Recurrent Neural Tensor Networks: Exploiting Word Frequency and Compositionality for Increased Model Capacity and Performance With No Computational Overhead. CoRR (2017)
Marcely Zanon Boito, Alexandre Berard, Aline Villavicencio, Laurent Besacier
Unwritten Languages Demand Attention Too! Word Discovery with Encoder-Decoder Models. CoRR (2017)
Rodrigo Wilkens, Leonardo Zilio, Silvio Cordeiro, Felipe Paula, Carlos Ramisch, Marco Idiart, Aline Villavicencio
LexSubNC: A Dataset of Lexical Substitution for Nominal Compounds. IWCS(2) (2017)
Marcely Zanon Boito, Alexandre Berard, Aline Villavicencio, Laurent Besacier
Unwritten languages demand attention too! Word discovery with encoder-decoder models. ASRU (2017)
Rodrigo Wilkens, Leonardo Zilio, Eduardo Ferreira, Aline Villavicencio
The Portuguese B ^2 2 SG: A Semantic Test for Distributional Thesaurus. PROPOR (2016)
Carlos Ramisch, Silvio Cordeiro, Aline Villavicencio
Filtering and Measuring the Intrinsic Quality of Human Compositionality Judgments. MWE@ACL (2016)
Alexandre Salle, Marco Idiart, Aline Villavicencio
Matrix Factorization using Window Sampling and Negative Sampling for Improved Word Representations. CoRR (2016)
Leonardo Zilio, Rodrigo Wilkens, Luís Möllmann, Eric Wehrli, Silvio Cordeiro, Aline Villavicencio
Joining Forces for Multiword Expression Identification. PROPOR (2016)
Jorge A. Wagner Filho, Rodrigo Wilkens, Leonardo Zilio, Marco Idiart, Aline Villavicencio
Crawling by Readability Level. PROPOR (2016)
Jorge A. Wagner Filho, Rodrigo Wilkens, Aline Villavicencio
Automatic Construction of Large Readability Corpora. CL4LC@COLING 2016 (2016)
Silvio Cordeiro, Carlos Ramisch, Aline Villavicencio
UFRGS&LIF at SemEval-2016 Task 10: Rule-Based MWE Identification and Predominant-Supersense Tagging. SemEval@NAACL-HLT (2016)
Silvio Cordeiro, Carlos Ramisch, Aline Villavicencio
mwetoolkit+sem: Integrating Word Embeddings in the mwetoolkit for Semantic MWE Processing. LREC (2016)
Carlos Ramisch, Silvio Cordeiro, Leonardo Zilio, Marco Idiart, Aline Villavicencio
How Naked is the Naked Truth? A Multilingual Lexicon of Nominal Compound Compositionality. ACL (2) (2016)
Leonardo Zilio, Maria José Bocorny Finatto, Aline Villavicencio
VerbLexPor: a lexical resource with semantic roles for Portuguese. LREC (2016)
Rodrigo Wilkens, Leonardo Zilio, Eduardo Ferreira, Aline Villavicencio
B2SG: a TOEFL-like Task for Portuguese. LREC (2016)
Alexandre Salle, Marco Idiart, Aline Villavicencio
Enhancing the LexVec Distributed Word Representation Model Using Positional Contexts and External Memory. CoRR (2016)
Alexandre Salle, Aline Villavicencio, Marco Idiart
Matrix Factorization using Window Sampling and Negative Sampling for Improved Word Representations. ACL (2) (2016)
Rodrigo Wilkens, Marco Idiart, Aline Villavicencio
Multiword Expressions in Child Language. LREC (2016)
Silvio Cordeiro, Carlos Ramisch, Marco Idiart, Aline Villavicencio
Predicting the Compositionality of Nominal Compounds: Giving Word Embeddings a Hard Time. ACL (1) (2016)
Leonardo Zilio, Maria José Bocorny Finatto, Aline Villavicencio
VerbLexPor: um recurso léxico com anotação de papéis semânticos para o português (VerbLexPor: a lexical resource annotated with semantic roles for Portuguese). STIL (2015)
Rodrigo Wilkens, Leonardo Zilio, Eduardo Ferreira, Gabriel Gonçalves, Aline Villavicencio
Distributional Thesauri for Portuguese: methodology evaluation. STIL (2015)
Muntsa Padró, Marco Idiart, Aline Villavicencio, Carlos Ramisch
Nothing like Good Old Frequency: Studying Context Filters for Distributional Thesauri. EMNLP (2014)
Rodrigo Wilkens, Alessandro Dalla Vecchia, Marcely Zanon Boito, Muntsa Padró, Aline Villavicencio
Size Does Not Matter. Frequency Does. A Study of Features for Measuring Lexical Complexity. IBERAMIA (2014)
Rodrigo Boos, Kassius Prestes, Aline Villavicencio, Muntsa Padró
brWaC: A WaCky Corpus for Brazilian Portuguese. PROPOR (2014)
Muntsa Padró, Marco Idiart, Aline Villavicencio, Carlos Ramisch
Comparing Similarity Measures for Distributional Thesauri. LREC (2014)
Rodrigo Boos, Kassius Prestes, Aline Villavicencio
Identification of Multiword Expressions in the brWaC. LREC (2014)
Bruno Laranjeira, Viviane Pereira Moreira, Aline Villavicencio, Carlos Ramisch, Maria José Bocorny Finatto
Comparing the Quality of Focused Crawlers and of the Translation Resources Obtained from them. LREC (2014)
Carlos Ramisch, Aline Villavicencio, Valia Kordoni
Introduction to the special issue on multiword expressions: From theory to practice and use. ACM Trans. Speech Lang. Process. 10 (2) (2013)
Aline Villavicencio, Marco Idiart, Robert C. Berwick, Igor Malioutov
Language Acquisition and Probabilistic Models: keeping it simple. ACL (1) (2013)
Aline Villavicencio
, by Violeta Seretan. Berlin: Springer, 2011. ISBN-10 9400701330, ISBN-13 978-9400701335. $139.00/£90.00 (Hardcover) xi + 220 pages. Nat. Lang. Eng. 18 (4) (2012)
Aline Villavicencio, Beracah Yankama, Marco Idiart, Robert C. Berwick
A large scale annotated child language construction database. LREC (2012)
Gabriel Gonçalves, Rodrigo Wilkens, Aline Villavicencio
Sistema de Aquisição Semi-Automática de Ontologias. ONTOBRAS-MOST (2011)
Otávio Costa Acosta, Aline Villavicencio, Viviane Pereira Moreira
Identification and Treatment of Multiword Expressions Applied to Information Retrieval. MWE@ACL (2011)
Magali Sanches Duran, Carlos Ramisch, Sandra M. Aluísio, Aline Villavicencio
Identifying and Analyzing Brazilian Portuguese Complex Predicates. MWE@ACL (2011)
Vitor de Araújo, Carlos Ramisch, Aline Villavicencio
Fast and Flexible MWE Candidate Generation with the mwetoolkit. MWE@ACL (2011)
Paulo Schreiner, Aline Villavicencio, Leonardo Zilio, Helena de Medeiros Caseli
Improving Lexical Alignment Using Hybrid Discriminative and Post-Processing Techniques. STIL (2011)
Kassius Prestes, Rodrigo Wilkens, Leonardo Zilio, Aline Villavicencio
Extração e Validação de Ontologias a partir de Recursos Digitais. ONTOBRAS-MOST (2011)
Helena de Medeiros Caseli, Carlos Ramisch, Maria das Graças Volpe Nunes, Aline Villavicencio
Alignment-based extraction of multiword expressions. Lang. Resour. Evaluation 44 (1-2) (2010)
Carlos Ramisch, Aline Villavicencio, Christian Boitet
Multiword Expressions in the wild? The mwetoolkit comes in handy. COLING (Demos) (2010)
Carlos Ramisch, Aline Villavicencio, Christian Boitet
mwetoolkit: a Framework for Multiword Expression Identification. LREC (2010)
Carlos Ramisch, Aline Villavicencio, Christian Boitet
Web-based and combined language models: a case study on noun compound identification. COLING (Posters) (2010)
Carlos Ramisch, Helena de Medeiros Caseli, Aline Villavicencio, André Machado, Maria José Bocorny Finatto
A Hybrid Approach for Multiword Expression Identification. PROPOR (2010)
Daniel Cerato Germann, Aline Villavicencio, Maity Siqueira
An Investigation on the Influence of Frequency on the Lexical Organization of Verbs. TextGraphs@ACL (2010)
Rodrigo Wilkens, Aline Villavicencio, Daniel Muller, Leandro Krug Wives, Fabio Silva, Stanley Loh
COMUNICA - A Question Answering System for Brazilian Portuguese. COLING (Demos) (2010)
Aline Villavicencio, Carlos Ramisch, André Machado, Helena de Medeiros Caseli, Maria José Bocorny Finatto
Identificação de Expressões Multipalavra em Domínios Específicos. Linguamática 2 (1) (2010)
Rodrigo Wilkens, Aline Villavicencio
Question Answering for Portuguese: How Much Is Needed? SBIA (2010)
Timothy Baldwin, Valia Kordoni, Aline Villavicencio
Prepositions in Applications: A Survey and Introduction to the Special Issue. Comput. Linguistics 35 (2) (2009)
Helena de Medeiros Caseli, Aline Villavicencio, André Machado, Maria José Bocorny Finatto
Statistically-Driven Alignment-Based Multiword Expression Identification for Technical Domains. MWE@IJCNLP (2009)
Carlos Ramisch, Aline Villavicencio, Leonardo Moura, Marco Idiart
Picking them up and Figuring them out: Verb-Particle Constructions, Noise and Idiomaticity. CoNLL (2008)
Otávio Costa Acosta, André Pinto Geraldo, Viviane Moreira Orengo, Aline Villavicencio
UFRGS@CLEF2008: Indexing Multiword Expressions for Information Retrieval. CLEF (Working Notes) (2008)
Aline Villavicencio, Valia Kordoni, Yi Zhang, Marco Idiart, Carlos Ramisch
Validation and Evaluation of Automatically Acquired Multiword Expressions for Grammar Engineering. EMNLP-CoNLL (2007)

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Publication Activity (10 Years)

Top Topics

Top Venues

Aline Villavicencio