A Hierarchial Description of the Portuguese Verb. - Paul McFetridge; Aline Villavicencio (SBIA, 1995)

Part-of-Speech Tagging for Portuguese Texts. - Aline Villavicencio; Nuno M. C. Marques; José Gabriel Pereira Lopes; Fabio Villavicencio (SBIA, 1995)

Representing a System of Lexical Types Using Default Unification. - Aline Villavicencio (EACL, 1999)

The Acquisition of Word Order by a Computational Learning System. - Aline Villavicencio (CoNLL/LLL, 2000)

Extracting the Unextractable: A Case Study on Verb-particles. - Timothy Baldwin; Aline Villavicencio (CoNLL, 2002)

Learning to Distinguish PP Arguments from Adjuncts. - Aline Villavicencio (CoNLL, 2002)

Multiword expressions: linguistic precision and reusability. - Ann A. Copestake; Fabre Lambeau; Aline Villavicencio; Francis Bond; Timothy Baldwin; Ivan A. Sag; Dan Flickinger (LREC, 2002)

The acquisition of a unification-based generalised categorial grammar. - Aline Villavicencio (2002)

A Multilingual Database of Idioms. - Aline Villavicencio; Timothy Baldwin; Benjamin Waldron (LREC, 2004)

The availability of verb-particle constructions in lexical resources: How much is enough? - Aline Villavicencio (Comput. Speech Lang., 2005)

Introduction to the special issue on multiword expressions: Having a crack at a hard nut. - Aline Villavicencio; Francis Bond; Anna Korhonen; Diana McCarthy (Comput. Speech Lang., 2005)

Validation and Evaluation of Automatically Acquired Multiword Expressions for Grammar Engineering. - Aline Villavicencio; Valia Kordoni; Yi Zhang 003; Marco Idiart; Carlos Ramisch (EMNLP-CoNLL, 2007)

UFRGS@CLEF2008: Indexing Multiword Expressions for Information Retrieval. - Otávio Costa Acosta; André Pinto Geraldo; Viviane Moreira Orengo; Aline Villavicencio (CLEF (Working Notes), 2008)

Picking them up and Figuring them out: Verb-Particle Constructions, Noise and Idiomaticity. - Carlos Ramisch; Aline Villavicencio; Leonardo Moura; Marco Idiart (CoNLL, 2008)

Statistically-Driven Alignment-Based Multiword Expression Identification for Technical Domains. - Helena de Medeiros Caseli; Aline Villavicencio; André Machado; Maria José Bocorny Finatto (MWE@IJCNLP, 2009)

Prepositions in Applications: A Survey and Introduction to the Special Issue. - Timothy Baldwin; Valia Kordoni; Aline Villavicencio (Comput. Linguistics, 2009)

Web-based and combined language models: a case study on noun compound identification. - Carlos Ramisch; Aline Villavicencio; Christian Boitet (COLING (Posters), 2010)

Multiword Expressions in the wild? The mwetoolkit comes in handy. - Carlos Ramisch; Aline Villavicencio; Christian Boitet (COLING (Demos), 2010)

COMUNICA - A Question Answering System for Brazilian Portuguese. - Rodrigo Wilkens; Aline Villavicencio; Daniel Muller; Leandro Krug Wives; Fabio Silva; Stanley Loh (COLING (Demos), 2010)

mwetoolkit: a Framework for Multiword Expression Identification. - Carlos Ramisch; Aline Villavicencio; Christian Boitet (LREC, 2010)

A Hybrid Approach for Multiword Expression Identification. - Carlos Ramisch; Helena de Medeiros Caseli; Aline Villavicencio; André Machado; Maria José Bocorny Finatto (PROPOR, 2010)

Question Answering for Portuguese: How Much Is Needed? - Rodrigo Wilkens; Aline Villavicencio (SBIA, 2010)

An Investigation on the Influence of Frequency on the Lexical Organization of Verbs. - Daniel Cerato Germann; Aline Villavicencio; Maity Siqueira (TextGraphs@ACL, 2010)

Identificação de Expressões Multipalavra em Domínios Específicos. - Aline Villavicencio; Carlos Ramisch; André Machado; Helena de Medeiros Caseli; Maria José Bocorny Finatto (Linguamática, 2010)

Alignment-based extraction of multiword expressions. - Helena de Medeiros Caseli; Carlos Ramisch; Maria das Graças Volpe Nunes; Aline Villavicencio (Lang. Resour. Evaluation, 2010)

Identification and Treatment of Multiword Expressions Applied to Information Retrieval. - Otávio Costa Acosta; Aline Villavicencio; Viviane Pereira Moreira (MWE@ACL, 2011)

Fast and Flexible MWE Candidate Generation with the mwetoolkit. - Vitor de Araújo; Carlos Ramisch; Aline Villavicencio (MWE@ACL, 2011)

Identifying and Analyzing Brazilian Portuguese Complex Predicates. - Magali Sanches Duran; Carlos Ramisch; Sandra M. Aluísio; Aline Villavicencio (MWE@ACL, 2011)

Sistema de Aquisição Semi-Automática de Ontologias. - Gabriel Gonçalves; Rodrigo Wilkens; Aline Villavicencio (ONTOBRAS-MOST, 2011)

Extração e Validação de Ontologias a partir de Recursos Digitais. - Kassius Prestes; Rodrigo Wilkens; Leonardo Zilio; Aline Villavicencio (ONTOBRAS-MOST, 2011)

Improving Lexical Alignment Using Hybrid Discriminative and Post-Processing Techniques. - Paulo Schreiner; Aline Villavicencio; Leonardo Zilio; Helena de Medeiros Caseli (STIL, 2011)

A large scale annotated child language construction database. - Aline Villavicencio; Beracah Yankama; Marco Idiart; Robert C. Berwick (LREC, 2012)

Syntax-Based Collocation Extraction, by Violeta Seretan. Berlin: Springer, 2011. ISBN-10 9400701330, ISBN-13 978-9400701335. $139.00/£90.00 (Hardcover) xi + 220 pages. - Aline Villavicencio (Nat. Lang. Eng., 2012)

Language Acquisition and Probabilistic Models: keeping it simple. - Aline Villavicencio; Marco Idiart; Robert C. Berwick; Igor Malioutov (ACL (1), 2013)

Introduction to the special issue on multiword expressions: From theory to practice and use. - Carlos Ramisch; Aline Villavicencio; Valia Kordoni (ACM Trans. Speech Lang. Process., 2013)

Computational Modeling as a Methodology for Studying Human Language Learning. - Thierry Poibeau; Aline Villavicencio; Anna Korhonen; Afra Alishahi (Cognitive Aspects of Computational Language Acquisition, 2013)

Nothing like Good Old Frequency: Studying Context Filters for Distributional Thesauri. - Muntsa Padró; Marco Idiart; Aline Villavicencio; Carlos Ramisch (EMNLP, 2014)

Size Does Not Matter. Frequency Does. A Study of Features for Measuring Lexical Complexity. - Rodrigo Wilkens; Alessandro Dalla Vecchia; Marcely Zanon Boito; Muntsa Padró; Aline Villavicencio (IBERAMIA, 2014)

Identification of Multiword Expressions in the brWaC. - Rodrigo Boos; Kassius Prestes; Aline Villavicencio (LREC, 2014)

Comparing the Quality of Focused Crawlers and of the Translation Resources Obtained from them. - Bruno Laranjeira; Viviane Pereira Moreira; Aline Villavicencio; Carlos Ramisch; Maria José Bocorny Finatto (LREC, 2014)

Comparing Similarity Measures for Distributional Thesauri. - Muntsa Padró; Marco Idiart; Aline Villavicencio; Carlos Ramisch (LREC, 2014)

brWaC: A WaCky Corpus for Brazilian Portuguese. - Rodrigo Boos; Kassius Prestes; Aline Villavicencio; Muntsa Padró (PROPOR, 2014)

Distributional Thesauri for Portuguese: methodology evaluation. - Rodrigo Wilkens; Leonardo Zilio; Eduardo Ferreira; Gabriel Gonçalves; Aline Villavicencio (STIL, 2015)

VerbLexPor: um recurso léxico com anotação de papéis semânticos para o português (VerbLexPor: a lexical resource annotated with semantic roles for Portuguese). - Leonardo Zilio; Maria José Bocorny Finatto; Aline Villavicencio (STIL, 2015)

Automatic Construction of Large Readability Corpora. - Jorge A. Wagner Filho; Rodrigo Wilkens; Aline Villavicencio (CL4LC@COLING 2016, 2016)

Predicting the Compositionality of Nominal Compounds: Giving Word Embeddings a Hard Time. - Silvio Cordeiro; Carlos Ramisch; Marco Idiart; Aline Villavicencio (ACL (1), 2016)

How Naked is the Naked Truth? A Multilingual Lexicon of Nominal Compound Compositionality. - Carlos Ramisch; Silvio Cordeiro; Leonardo Zilio; Marco Idiart; Aline Villavicencio (ACL (2), 2016)

Matrix Factorization using Window Sampling and Negative Sampling for Improved Word Representations. - Alexandre Salle; Aline Villavicencio; Marco Idiart (ACL (2), 2016)

mwetoolkit+sem: Integrating Word Embeddings in the mwetoolkit for Semantic MWE Processing. - Silvio Cordeiro; Carlos Ramisch; Aline Villavicencio (LREC, 2016)

Multiword Expressions in Child Language. - Rodrigo Wilkens; Marco Idiart; Aline Villavicencio (LREC, 2016)

B2SG: a TOEFL-like Task for Portuguese. - Rodrigo Wilkens; Leonardo Zilio; Eduardo Ferreira; Aline Villavicencio (LREC, 2016)

VerbLexPor: a lexical resource with semantic roles for Portuguese. - Leonardo Zilio; Maria José Bocorny Finatto; Aline Villavicencio (LREC, 2016)

Filtering and Measuring the Intrinsic Quality of Human Compositionality Judgments. - Carlos Ramisch; Silvio Cordeiro; Aline Villavicencio (MWE@ACL, 2016)

Crawling by Readability Level. - Jorge A. Wagner Filho; Rodrigo Wilkens; Leonardo Zilio; Marco Idiart; Aline Villavicencio (PROPOR, 2016)

The Portuguese B ^2 2 SG: A Semantic Test for Distributional Thesaurus. - Rodrigo Wilkens; Leonardo Zilio; Eduardo Ferreira; Aline Villavicencio (PROPOR, 2016)

Joining Forces for Multiword Expression Identification. - Leonardo Zilio; Rodrigo Wilkens; Luís Möllmann; Eric Wehrli; Silvio Cordeiro; Aline Villavicencio (PROPOR, 2016)

UFRGS&LIF at SemEval-2016 Task 10: Rule-Based MWE Identification and Predominant-Supersense Tagging. - Silvio Cordeiro; Carlos Ramisch; Aline Villavicencio (SemEval@NAACL-HLT, 2016)

Enhancing the LexVec Distributed Word Representation Model Using Positional Contexts and External Memory. - Alexandre Salle; Marco Idiart; Aline Villavicencio (CoRR, 2016)

Unwritten languages demand attention too! Word discovery with encoder-decoder models. - Marcely Zanon Boito; Alexandre Berard; Aline Villavicencio; Laurent Besacier (ASRU, 2017)

LexSubNC: A Dataset of Lexical Substitution for Nominal Compounds. - Rodrigo Wilkens; Leonardo Zilio; Silvio Cordeiro; Felipe S. F. Paula; Carlos Ramisch; Marco Idiart; Aline Villavicencio (IWCS(2), 2017)

Restricted Recurrent Neural Tensor Networks: Exploiting Word Frequency and Compositionality for Increased Model Capacity and Performance With No Computational Overhead. - Alexandre Salle; Aline Villavicencio (CoRR, 2017)

Restricted Recurrent Neural Tensor Networks: Exploiting Word Frequency and Compositionality. - Alexandre Salle; Aline Villavicencio (ACL (2), 2018)

Unsupervised Word Segmentation from Speech with Attention. - Pierre Godard; Marcely Zanon Boito; Lucas Ondel; Alexandre Berard; François Yvon; Aline Villavicencio; Laurent Besacier (INTERSPEECH, 2018)

The brWaC Corpus: A New Open Resource for Brazilian Portuguese. - Jorge A. Wagner Filho; Rodrigo Wilkens; Marco Idiart; Aline Villavicencio (LREC, 2018)

Similarity Measures for the Detection of Clinical Conditions with Verbal Fluency Tasks. - Felipe S. F. Paula; Rodrigo Wilkens; Marco Idiart; Aline Villavicencio (NAACL-HLT (2), 2018)

A Corpus Study of Verbal Multiword Expressions in Brazilian Portuguese. - Carlos Ramisch; Renata Ramisch; Leonardo Zilio; Aline Villavicencio; Silvio Cordeiro (PROPOR, 2018)

A Small Griko-Italian Speech Translation Corpus. - Marcely Zanon Boito; Antonios Anastasopoulos; Aline Villavicencio; Laurent Besacier; Marika Lekakou (SLTU, 2018)

Incorporating Subword Information into Matrix Factorization Word Embeddings. - Alexandre Salle; Aline Villavicencio (CoRR, 2018)

Empirical Evaluation of Sequence-to-Sequence Models for Word Discovery in Low-Resource Settings. - Marcely Zanon Boito; Aline Villavicencio; Laurent Besacier (INTERSPEECH, 2019)

When the whole is greater than the sum of its parts: Multiword expressions and idiomaticity. - Aline Villavicencio (MWE-WN@ACL, 2019)

Unsupervised Compositionality Prediction of Nominal Compounds. - Silvio Cordeiro; Aline Villavicencio; Marco Idiart; Carlos Ramisch (Comput. Linguistics, 2019)

Why So Down? The Role of Negative (and Positive) Pointwise Mutual Information in Distributional Semantics. - Alexandre Salle; Aline Villavicencio (CoRR, 2019)

How Does Language Influence Documentation Workflow? Unsupervised Word Discovery Using Translations in Multiple Languages. - Marcely Zanon Boito; Aline Villavicencio; Laurent Besacier (CoRR, 2019)

How the Brain Represents Language and Answers Questions? Using an AI System to Understand the Underlying Neurobiological Mechanisms. - Marco Idiart; Aline Villavicencio; Boris Katz; César Rennó-Costa; John E. Lisman (Frontiers Comput. Neurosci., 2019)

Discovering multiword expressions. - Aline Villavicencio; Marco Idiart (Nat. Lang. Eng., 2019)

Investigating Language Impact in Bilingual Approaches for Computational Language Documentation. - Marcely Zanon Boito; Aline Villavicencio; Laurent Besacier (SLTU-CCURL@LREC, 2020)

Investigating alignment interpretability for low-resource NMT. - Marcely Zanon Boito; Aline Villavicencio; Laurent Besacier (Mach. Transl., 2020)

CogNLP-Sheffield at CMCL 2021 Shared Task: Blending Cognitively Inspired Features with Transformer-based Language Models for Predicting Eye Tracking Patterns. - Peter Vickers; Rosa Wainwright; Harish Tayyar Madabushi; Aline Villavicencio (CMLS, 2021)

Assessing the Representations of Idiomaticity in Vector Models with a Noun Compound Dataset Labeled at Type and Token Levels. - Marcos García 001; Tiago Kramer Vieira; Carolina Scarton; Marco Idiart; Aline Villavicencio (ACL/IJCNLP (1), 2021)

Probing for idiomaticity in vector space models. - Marcos García 001; Tiago Kramer Vieira; Carolina Scarton; Marco Idiart; Aline Villavicencio (EACL, 2021)

AStitchInLanguageModels: Dataset and Methods for the Exploration of Idiomaticity in Pre-Trained Language Models. - Harish Tayyar Madabushi; Edward Gow-Smith; Carolina Scarton; Aline Villavicencio (EMNLP (Findings), 2021)

What if the whole is greater than the sum of the parts? Modelling Complex (Multiword) Expressions (invited paper). - Aline Villavicencio (CTTS@SEPLN, 2021)

Unsupervised Word Segmentation from Discrete Speech Units in Low-Resource Settings. - Marcely Zanon Boito; Bolaji Yusuf; Lucas Ondel; Aline Villavicencio; Laurent Besacier (CoRR, 2021)

Improving Tokenisation by Alternative Treatment of Spaces. - Edward Gow-Smith; Harish Tayyar Madabushi; Carolina Scarton; Aline Villavicencio (EMNLP, 2022)

Sample Efficient Approaches for Idiomaticity Detection. - Dylan Phelps; Xuan-Rui Fan; Edward Gow-Smith; Harish Tayyar Madabushi; Carolina Scarton; Aline Villavicencio (MWE@LREC2022, 2022)

SemEval-2022 Task 2: Multilingual Idiomaticity Detection and Sentence Embedding. - Harish Tayyar Madabushi; Edward Gow-Smith; Marcos García 001; Carolina Scarton; Marco Idiart; Aline Villavicencio (SemEval@NAACL, 2022)

Effective Cross-Task Transfer Learning for Explainable Natural Language Inference with T5. - Irina Bigoulaeva; Rachneet Sachdeva; Harish Tayyar Madabushi; Aline Villavicencio; Iryna Gurevych (CoRR, 2022)

Evaluating Open-Domain Dialogues in Latent Space with Next Sentence Prediction and Mutual Information. - Kun Zhao 007; Bohao Yang; Chenghua Lin; Wenge Rong; Aline Villavicencio; Xiaohui Cui (ACL (1), 2023)

FLYPE: Multitask Prompt Tuning for Multimodal Human Understanding of Social Media. - Bohua Peng; Chengfu Wu; Wei He 017; William Thorne; Aline Villavicencio; Yujin Wang; Aline Paes (MUWS@CIKM, 2023)

Understanding the effects of negative (and positive) pointwise mutual information on word vectors. - Alexandre Salle; Aline Villavicencio (J. Exp. Theor. Artif. Intell., 2023)

Enhancing Idiomatic Representation in Multiple Languages via an Adaptive Contrastive Triplet Loss. - Wei He 017; Marco Idiart; Carolina Scarton; Aline Villavicencio (ACL (Findings), 2024)

An Empirical Study on Cross-lingual Vocabulary Adaptation for Efficient Language Model Inference. - Atsuki Yamaguchi; Aline Villavicencio; Nikolaos Aletras (EMNLP (Findings), 2024)

ShefCDTeam at SemEval-2024 Task 4: A Text-to-Text Model for Multi-Label Classification. - Meredith Gibbons; Maggie Mi; Xingyi Song; Aline Villavicencio (SemEval@NAACL, 2024)

Word Boundary Information Isn't Useful for Encoder Language Models. - Edward Gow-Smith; Dylan Phelps; Harish Tayyar Madabushi; Carolina Scarton; Aline Villavicencio (CoRR, 2024)

An Empirical Study on Cross-lingual Vocabulary Adaptation for Efficient Generative LLM Inference. - Atsuki Yamaguchi; Aline Villavicencio; Nikolaos Aletras (CoRR, 2024)

Is Less More? Quality, Quantity and Context in Idiom Processing with Natural Language Models. - Agne Knietaite; Adam Allsebrook; Anton Minkov; Adam Tomaszewski; Norbert Slinko; Richard Johnson; Thomas Pickard; Dylan Phelps; Aline Villavicencio (CoRR, 2024)

Sign of the Times: Evaluating the use of Large Language Models for Idiomaticity Detection. - Dylan Phelps; Thomas Pickard; Maggie Mi; Edward Gow-Smith; Aline Villavicencio (CoRR, 2024)

Vocabulary Expansion for Low-resource Cross-lingual Transfer. - Atsuki Yamaguchi; Aline Villavicencio; Nikolaos Aletras (CoRR, 2024)

A Methodology for Explainable Large Language Models with Integrated Gradients and Linguistic Analysis in Text Classification. - Marina Ribeiro; Bárbara Malcorra; Natália B. Mota; Rodrigo Wilkens; Aline Villavicencio; Lilian C. Hubner; César Rennó-Costa (CoRR, 2024)

Investigating Idiomaticity in Word Representations. - Wei He 017; Tiago Kramer Vieira; Marcos García 001; Carolina Scarton; Marco Idiart; Aline Villavicencio (CoRR, 2024)

A Deep Learning Approach to Language-independent Gender Prediction on Twitter. - Reyhaneh Hashempour; Barbara Plank; Aline Villavicencio; Renato Cordeiro de Amorim (CoRR, 2024)

Vocabulary Expansion of Chat Models with Unlabeled Target Language Data. - Atsuki Yamaguchi; Terufumi Morishita; Aline Villavicencio; Nikolaos Aletras (CoRR, 2024)

Multi-perspective thought navigation for source-free entity linking. - Bohua Peng; Wei He 017; Bin Chen; Aline Villavicencio; Chengfu Wu (Pattern Recognit. Lett., 2024)

Representation transfer and data cleaning in multi-views for text simplification. - Wei He 017; Katayoun Farrahi; Bin Chen; Bohua Peng; Aline Villavicencio (Pattern Recognit. Lett., 2024)

Assessing linguistic generalisation in language models: a dataset for Brazilian Portuguese. - Rodrigo Wilkens; Leonardo Zilio; Aline Villavicencio (Lang. Resour. Evaluation, 2024)

Rolling the DICE on Idiomaticity: How LLMs Fail to Grasp Context. - Maggie Mi; Aline Villavicencio; Nafise Sadat Moosavi (ACL (1), 2025)

The Rephrased Reality: Analysing Sentiment Shifts in LLM-Rephrased Text. - Frederico Leite Richardson; Aline Villavicencio; Ronaldo Menezes (SAC, 2025)

SemEval-2025 Task 1: AdMIRe - Advancing Multimodal Idiomaticity Representation. - Thomas Pickard; Aline Villavicencio; Maggie Mi; Wei He 017; Dylan Phelps; Carolina Scarton; Marco Idiart (CoRR, 2025)

Stands to Reason: Investigating the Effect of Reasoning on Idiomaticity Detection. - Dylan Phelps; Rodrigo Wilkens; Edward Gow-Smith; Thomas Pickard; Maggie Mi; Aline Villavicencio (CoRR, 2025)