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ORCIDAline Villavicencio
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- affiliation: University of Exeter, UK
- affiliation: University of Sheffield, UK
- affiliation (former): Federal University of Rio Grande do Sul, Porto Alegre, Brazil
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2020 – today
- 2026
[j20]Giovanna A. Castro, Luiza G. Barioto
, Yu H. Cao, Renato Moraes Silva, Helena de Medeiros Caseli, João A. Machado-Neto, Ricardo Cerri, Aline Villavicencio, Tiago A. Almeida:
Automated Machine Learning in medical research: A systematic literature mapping study. Artif. Intell. Medicine 171: 103302 (2026)- [j19]Qinkai Yu, Chong Zhang, Gaojie Jin, Tianjin Huang, Wei Zhou, Wenhui Li, Xiaobo Jin, Bo Huang, Yitian Zhao, Guang Yang, Gregory Yoke Hong Lip, Yalin Zheng, Aline Villavicencio, Yanda Meng:
StealthMark: Harmless and Stealthy Ownership Verification for Medical Segmentation via Uncertainty-Guided Backdoors. IEEE Trans. Image Process. 35: 1290-1304 (2026) - [j18]Feng Xia, Tyler Derr, Anh Tuan Luu, Richa Singh, Aline Villavicencio:
Introduction to the Special Issue on Transformers. ACM Trans. Intell. Syst. Technol. 17(3): 49:1-49:3 (2026) - [j17]Qinkai Yu, He Zhao, Yanyu Xu, Meng Wang, Yitian Zhao, Huazhu Fu, Xujiong Ye, Aline Villavicencio, Gregory Yoke Hong Lip, Yalin Zheng, Yanda Meng:
DiffGeo-AOR: Diffusion-Optimized Medical Grading via Geometric Priors Enhanced Autoregressive Ordinal Regression. IEEE Trans. Medical Imaging 45(9): 4846-4860 (2026) - [c85]Atsuki Yamaguchi, Terufumi Morishita, Aline Villavicencio, Nikolaos Aletras:
Mitigating Catastrophic Forgetting in Target Language Adaptation of LLMs via Source-Shielded Updates. ACL (1) 2026: 18949-18975 - [c84]Maggie Mi, Golzar Atefi, Atsuki Yamaguchi, Felix A. Gers, Aline Villavicencio, Nafise Sadat Moosavi:
Rethinking the Idiomaticity Decomposability Hypothesis: Evidence from Distributional Learning. ACL (1) 2026: 34208-34229 - [c83]Faezeh Safari, Hang Dong, Zeyu Fu, Aline Villavicencio:
GraphRAG-Rad: Concept-Aware Radiology Report Generation via Latent Visual-Semantic Retrieval. EACL (Student Research Workshop) 2026: 464-475 - [c82]Dylan Phelps, Rodrigo Wilkens, Edward Gow-Smith, Thomas Pickard, Maggie Mi, Marco Idiart, Aline Villavicencio:
Stands to Reason: Investigating the Effect of Reasoning on Idiomaticity Detection. LREC 2026: 5367-5376 - [c81]Dilara Torunoglu-Selamet, Dogukan Arslan, Rodrigo Wilkens, Wei He, Doruk Eryigit, Thomas Pickard, Adriana S. Pagano, Aline Villavicencio, Gülsen Eryigit, Ágnes Abuczki, Aida Cardoso, Alesia Lazarenka, Dina Almassova, Amália Mendes, Anna Kanellopoulou, Antoni Brosa-Rodríguez, Baiba Valkovska, Beata Wojtowicz, Bolette Pedersen, Carlos Manuel Hidalgo-Ternero, Chaya Liebeskind, Danka Jokic, Diego Alves, Eleni Triantafyllidi, Erik Velldal, Fred Philippy, Giedre Valunaite Oleskeviciene, Ieva Rizgeliene, Inguna Skadina, Irina Lobzhanidze, Isabell Stinessen Haugen, Jauza Akbar Krito, Jelena M. Markovic, Johanna Monti, Josue Alejandro Sauca, Kaja Dobrovoljc Zor, Kingsley O. Ugwuanyi, Laura Rituma, Lilja Øvrelid, Maha Tufail Agro, Manzura Abjalova, Maria Chatzigrigoriou, María del Mar Sánchez Ramos, Marija Pendevska, Masoumeh Seyyedrezaei, Mehrnoush Shamsfard, Momina Ahsan, Muhammad Ahsan Riaz Khan, Nathalie Carmen Hau Norman, Nilay Erdem Ayyildiz, Nina Hosseini-Kivanani, Noémi Ligeti-Nagy, Numaan Naeem, Olha Kanishcheva, Olha Yatsyshyna, Daniil Orel, Petra Giommarelli, Petya Osenova, Radovan Garabík, Regina E. Semou, Rozane Rebechi, Salsabila Zahirah Pranida, Samia Touileb, Sanni Nimb, Sarfraz Ahmad, Sarvinoz Sharipova, Shahar Golan, Shaoxiong Ji, Sopuruchi Christian Aboh, Srdjan Sucur, Stella Markantonatou, Sussi Olsen, Vahide Tajalli, Veronika Lipp, Voula Giouli, Yelda Yesildal Eraydin, Zahra Saaberi, Zhuohan Xie:
A Parallel Cross-Lingual Benchmark for Multimodal Idiomaticity Understanding. LREC 2026: 9434-9448 - [c80]Diana Kylymnyk, Vitória Hilgert Tomasel, Helena de Medeiros Caseli, Edward Watkins, Aline Villavicencio, Rodrigo Wilkens:
Figurative Language in Alzheimer's Discourse: Linguistic and Neural Alignment in Clinical Narratives. LREC 2026: 11379-11389 - [c79]Dogukan Arslan, Rodrigo Wilkens, Wei He, Dilara Torunoglu-Selamet, Thomas Pickard, Aline Villavicencio, Adriana S. Pagano, Gülsen Eryigit:
MWE-2026 Shared Task: AdMIRe 2 Advancing Multimodal Idiomaticity Representation. MWE@EACL 2026: 276-287 - [c78]Rodrigo Wilkens, Helena de Medeiros Caseli, Vânia P. A. Neris, Aline Villavicencio:
The visible and the latent linguistic clues of mental health in Brazilian Portuguese textual posts. PROPOR (2) 2026: 135-147 - [i41]Dilara Torunoglu-Selamet, Dogukan Arslan, Rodrigo Wilkens, Wei He, Gülsen Eryigit, Thomas Pickard, Adriana S. Pagano, Aline Villavicencio, Ágnes Abuczki, Aida Cardoso, Alesia Lazarenka, Dina Almassova, Amália Mendes, Anna Kanellopoulou, Antoni Brosa-Rodríguez, Baiba Saulite, Beata Wojtowicz, Bolette Pedersen, Carlos Manuel Hidalgo-Ternero, Chaya Liebeskind, Danka Jokic, Diego Alves, Eleni Triantafyllidi, Erik Velldal, Fred Philippy, Giedre Valunaite Oleskeviciene, Ieva Rizgeliene, Inguna Skadina, Irina Lobzhanidze, Isabell Stinessen Haugen, Jauza Akbar Krito, Jelena M. Markovic, Johanna Monti, Josue Alejandro Sauca, Kaja Dobrovoljc, Kingsley O. Ugwuanyi, Laura Rituma, Lilja Øvrelid, Maha Tufail Agro, Manzura Abjalova, Maria Chatzigrigoriou, María del Mar Sánchez Ramos, Marija Pendevska, Masoumeh Seyyedrezaei, Mehrnoush Shamsfard, Momina Ahsan, Muhammad Ahsan Riaz Khan, Nathalie Carmen Hau Norman, Nilay Erdem Ayyildiz, Nina Hosseini-Kivanani, Noémi Ligeti-Nagy, Numaan Naeem, Olha Kanishcheva, Olha Yatsyshyna, Daniil Orel, Petra Giommarelli, Petya Osenova, Radovan Garabík, Regina E. Semou, Rozane Rebechi, Salsabila Zahirah Pranida, Samia Touileb, Sanni Nimb, Sarfraz Ahmad, Sarvinoz Nematkhonova, Shahar Golan, Shaoxiong Ji, Sopuruchi Christian Aboh, Srdjan Sucur, Stella Markantonatou, Sussi Olsen, Vahide Tajalli, Veronika Lipp, Voula Giouli, Yelda Yesildal Eraydin, Zahra Saaberi, Zhuohan Xie:
A Parallel Cross-Lingual Benchmark for Multimodal Idiomaticity Understanding. CoRR abs/2601.08645 (2026) - [i40]Qinkai Yu, Chong Zhang, Gaojie Jin, Tianjin Huang, Wei Zhou, Wenhui Li, Xiaobo Jin, Bo Huang, Yitian Zhao, Guang Yang, Gregory Yoke Hong Lip, Yalin Zheng, Aline Villavicencio, Yanda Meng:
StealthMark: Harmless and Stealthy Ownership Verification for Medical Segmentation via Uncertainty-Guided Backdoors. CoRR abs/2601.17107 (2026) - [i39]Maggie Mi, Golzar Atefi, Atsuki Yamaguchi, Felix A. Gers, Aline Villavicencio, Nafise Sadat Moosavi:
Rethinking the Idiomaticity Decomposability Hypothesis: Evidence from Distributional Learning. CoRR abs/2606.03817 (2026) - [i38]Din Iskakov, Sebastian Gonçalves, Marco Idiat, Mendeli Vainstein, Aline Villavicencio, Ronaldo Menezes, Rodrigo Wilkens:
A Shared IPTC Topic Space for Cross-Source Topic Modelling. CoRR abs/2606.26845 (2026) - [i37]Atsuki Yamaguchi, Szymon Palucha, Léo Bijar, Aline Villavicencio, Nikolaos Aletras:
On the Utility and Factual Reliability of Pruned Mixture-of-Experts Models in the Biomedical Domain. CoRR abs/2607.01444 (2026) - [i36]Yang Wang, Yanan Ma, Yiqi Liu, Zi Yan Chang, Chi-Li Chen, Chia-Yi Hsiao, Tyler Loakman, Aline Villavicencio, Chenghao Xiao, Chenghua Lin:
Reading Between the Frames: Interpreting Implicit and Non-literal Meaning in Social Media Videos. CoRR abs/2608.04939 (2026) - 2025
- [j16]Atsuki Yamaguchi, Terufumi Morishita, Aline Villavicencio, Nikolaos Aletras:
Adapting Chat Language Models Using Only Target Unlabeled Language Data. Trans. Mach. Learn. Res. 2025 (2025) - [c77]Maggie Mi, Aline Villavicencio, Nafise Sadat Moosavi:
Rolling the DICE on Idiomaticity: How LLMs Fail to Grasp Context. ACL (1) 2025: 7314-7332 - [c76]Maggie Mi, Aline Villavicencio, Nafise Sadat Moosavi:
From Input Perception to Predictive Insight: Modeling Model Blind Spots Before They Become Errors. EMNLP 2025: 34328-34341 - [c75]Frederico Leite Richardson, Aline Villavicencio, Ronaldo Menezes:
The Rephrased Reality: Analysing Sentiment Shifts in LLM-Rephrased Text. SAC 2025: 920-927 - [c74]Thomas Pickard, Aline Villavicencio, Maggie Mi, Wei He, Dylan Phelps, Marco Idiart:
SemEval-2025 Task 1: AdMIRe - Advancing Multimodal Idiomaticity Representation. SemEval@ACL 2025: 2597-2609 - [i35]Thomas Pickard, Aline Villavicencio, Maggie Mi, Wei He, Dylan Phelps, Carolina Scarton, Marco Idiart:
SemEval-2025 Task 1: AdMIRe - Advancing Multimodal Idiomaticity Representation. CoRR abs/2503.15358 (2025) - [i34]Dylan Phelps, Rodrigo Wilkens, Edward Gow-Smith, Thomas Pickard, Maggie Mi, Aline Villavicencio:
Stands to Reason: Investigating the Effect of Reasoning on Idiomaticity Detection. CoRR abs/2508.13365 (2025) - [i33]Maggie Mi, Aline Villavicencio, Nafise Sadat Moosavi:
From Input Perception to Predictive Insight: Modeling Model Blind Spots Before They Become Errors. CoRR abs/2509.20065 (2025) - [i32]Atsuki Yamaguchi, Terufumi Morishita, Aline Villavicencio, Nikolaos Aletras:
Mitigating Catastrophic Forgetting in Target Language Adaptation of LLMs via Source-Shielded Updates. CoRR abs/2512.04844 (2025) - [i31]Dylan Phelps, Rodrigo Wilkens, Edward Gow-Smith, Lilian C. Hubner, Bárbara Malcorra, César Rennó-Costa, Marco Idiart, Maria-Cruz Villa-Uriol, Aline Villavicencio:
Beyond surface form: A pipeline for semantic analysis in Alzheimer's Disease detection from spontaneous speech. CoRR abs/2512.13685 (2025) - 2024
- [j15]Rodrigo Wilkens, Leonardo Zilio, Aline Villavicencio:
Assessing linguistic generalisation in language models: a dataset for Brazilian Portuguese. Lang. Resour. Evaluation 58(1): 175-201 (2024) - [j14]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: 40-46 (2024) - [j13]Bohua Peng, Wei He, Bin Chen, Aline Villavicencio, Chengfu Wu:
Multi-perspective thought navigation for source-free entity linking. Pattern Recognit. Lett. 178: 84-90 (2024) - [c73]Wei He, Marco Idiart, Carolina Scarton, Aline Villavicencio:
Enhancing Idiomatic Representation in Multiple Languages via an Adaptive Contrastive Triplet Loss. ACL (Findings) 2024: 12473-12485 - [c72]Atsuki Yamaguchi, Aline Villavicencio, Nikolaos Aletras:
An Empirical Study on Cross-lingual Vocabulary Adaptation for Efficient Language Model Inference. EMNLP (Findings) 2024: 6760-6785 - [c71]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. MWE-UD@COLING 2024: 178-187 - [c70]Meredith Gibbons, Maggie Mi, Xingyi Song, Aline Villavicencio:
ShefCDTeam at SemEval-2024 Task 4: A Text-to-Text Model for Multi-Label Classification. SemEval@NAACL 2024: 1860-1867 - [i30]Edward Gow-Smith, Dylan Phelps, Harish Tayyar Madabushi, Carolina Scarton, Aline Villavicencio:
Word Boundary Information Isn't Useful for Encoder Language Models. CoRR abs/2401.07923 (2024) - [i29]Atsuki Yamaguchi, Aline Villavicencio, Nikolaos Aletras:
An Empirical Study on Cross-lingual Vocabulary Adaptation for Efficient Generative LLM Inference. CoRR abs/2402.10712 (2024) - [i28]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 abs/2405.08497 (2024) - [i27]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 abs/2405.09279 (2024) - [i26]Atsuki Yamaguchi, Aline Villavicencio, Nikolaos Aletras:
Vocabulary Expansion for Low-resource Cross-lingual Transfer. CoRR abs/2406.11477 (2024) - [i25]Wei He, Marco Idiart, Carolina Scarton, Aline Villavicencio:
Enhancing Idiomatic Representation in Multiple Languages via an Adaptive Contrastive Triplet Loss. CoRR abs/2406.15175 (2024) - [i24]Marina Ribeiro, Bárbara Malcorra, Natália B. Mota, Rodrigo Wilkens, Aline Villavicencio, Lilian C. Hubner, César Rennó-Costa:
A Methodology for Explainable Large Language Models with Integrated Gradients and Linguistic Analysis in Text Classification. CoRR abs/2410.00250 (2024) - [i23]Maggie Mi, Aline Villavicencio, Nafise Sadat Moosavi:
Rolling the DICE on Idiomaticity: How LLMs Fail to Grasp Context. CoRR abs/2410.16069 (2024) - [i22]Wei He, Tiago Kramer Vieira, Marcos García, Carolina Scarton, Marco Idiart, Aline Villavicencio:
Investigating Idiomaticity in Word Representations. CoRR abs/2411.02610 (2024) - [i21]Reyhaneh Hashempour, Barbara Plank, Aline Villavicencio, Renato Cordeiro de Amorim:
A Deep Learning Approach to Language-independent Gender Prediction on Twitter. CoRR abs/2411.19733 (2024) - [i20]Atsuki Yamaguchi, Terufumi Morishita, Aline Villavicencio, Nikolaos Aletras:
Vocabulary Expansion of Chat Models with Unlabeled Target Language Data. CoRR abs/2412.11704 (2024) - 2023
- [j12]Alexandre Salle, Aline Villavicencio:
Understanding the effects of negative (and positive) pointwise mutual information on word vectors. J. Exp. Theor. Artif. Intell. 35(8): 1161-1199 (2023) - [c69]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: 562-574 - [c68]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: 18-33 - [i19]Rodrigo Wilkens, Leonardo Zilio, Aline Villavicencio:
Assessing Linguistic Generalisation in Language Models: A Dataset for Brazilian Portuguese. CoRR abs/2305.14070 (2023) - [i18]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 abs/2305.16967 (2023) - 2022
- [c67]Edward Gow-Smith, Harish Tayyar Madabushi, Carolina Scarton, Aline Villavicencio:
Improving Tokenisation by Alternative Treatment of Spaces. EMNLP 2022: 11430-11443 - [c66]Dylan Phelps, Xuan-Rui Fan, Edward Gow-Smith, Harish Tayyar Madabushi, Carolina Scarton, Aline Villavicencio:
Sample Efficient Approaches for Idiomaticity Detection. MWE@LREC2022 2022: 105-111 - [c65]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: 107-121 - [e11]Smaranda Muresan, Preslav Nakov, Aline Villavicencio:
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2022, Dublin, Ireland, May 22-27, 2022. Association for Computational Linguistics 2022, ISBN 978-1-955917-21-6 [contents] - [e10]Smaranda Muresan, Preslav Nakov, Aline Villavicencio:
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), ACL 2022, Dublin, Ireland, May 22-27, 2022. Association for Computational Linguistics 2022, ISBN 978-1-955917-22-3 [contents] - [e9]Smaranda Muresan, Preslav Nakov, Aline Villavicencio:
Findings of the Association for Computational Linguistics: ACL 2022, Dublin, Ireland, May 22-27, 2022. Findings of ACL ACL 2022, Association for Computational Linguistics 2022, ISBN 978-1-955917-25-4 [contents] - [i17]Edward Gow-Smith, Harish Tayyar Madabushi, Carolina Scarton, Aline Villavicencio:
Improving Tokenisation by Alternative Treatment of Spaces. CoRR abs/2204.04058 (2022) - [i16]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 abs/2204.10050 (2022) - [i15]Dylan Phelps, Xuan-Rui Fan, Edward Gow-Smith, Harish Tayyar Madabushi, Carolina Scarton, Aline Villavicencio:
Sample Efficient Approaches for Idiomaticity Detection. CoRR abs/2205.11306 (2022) - [i14]Irina Bigoulaeva, Rachneet Sachdeva, Harish Tayyar Madabushi, Aline Villavicencio, Iryna Gurevych:
Effective Cross-Task Transfer Learning for Explainable Natural Language Inference with T5. CoRR abs/2210.17301 (2022) - 2021
- [c64]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: 2730-2741 - [c63]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: 125-133 - [c62]Marcos García, Tiago Kramer Vieira, Carolina Scarton, Marco Idiart, Aline Villavicencio:
Probing for idiomaticity in vector space models. EACL 2021: 3551-3564 - [c61]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: 3464-3477 - [c60]Aline Villavicencio:
What if the whole is greater than the sum of the parts? Modelling Complex (Multiword) Expressions (invited paper). CTTS@SEPLN 2021 - [i13]Marcely Zanon Boito, Bolaji Yusuf, Lucas Ondel, Aline Villavicencio, Laurent Besacier:
Unsupervised Word Segmentation from Discrete Speech Units in Low-Resource Settings. CoRR abs/2106.04298 (2021) - [i12]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 abs/2109.04413 (2021) - 2020
- [j11]Marcely Zanon Boito, Aline Villavicencio, Laurent Besacier:
Investigating alignment interpretability for low-resource NMT. Mach. Transl. 34(4): 305-323 (2020) - [c59]Marcely Zanon Boito, Aline Villavicencio, Laurent Besacier:
Investigating Language Impact in Bilingual Approaches for Computational Language Documentation. SLTU-CCURL@LREC 2020: 79-87 - [e8]Aline Villavicencio, Benjamin Van Durme:
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: Tutorial Abstracts, EMNLP 2020, Online, November 19-20, 2020. Association for Computational Linguistics 2020, ISBN 978-1-952148-61-3 [contents] - [i11]Marcely Zanon Boito, Aline Villavicencio, Laurent Besacier:
Investigating Language Impact in Bilingual Approaches for Computational Language Documentation. CoRR abs/2003.13325 (2020)
2010 – 2019
- 2019
- [j10]Silvio Cordeiro, Aline Villavicencio, Marco Idiart, Carlos Ramisch:
Unsupervised Compositionality Prediction of Nominal Compounds. Comput. Linguistics 45(1): 1-57 (2019) - [j9]Marco 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: 12 (2019) - [j8]Aline Villavicencio, Marco Idiart:
Discovering multiword expressions. Nat. Lang. Eng. 25(6): 715-733 (2019) - [c58]Marcely Zanon Boito, Aline Villavicencio, Laurent Besacier:
Empirical Evaluation of Sequence-to-Sequence Models for Word Discovery in Low-Resource Settings. INTERSPEECH 2019: 2688-2692 - [c57]Aline Villavicencio:
When the whole is greater than the sum of its parts: Multiword expressions and idiomaticity. MWE-WN@ACL 2019 - [e7]Mohit Bansal, Aline Villavicencio:
Proceedings of the 23rd Conference on Computational Natural Language Learning, CoNLL 2019, Hong Kong, China, November 3-4, 2019. Association for Computational Linguistics 2019, ISBN 978-1-950737-72-7 [contents] - [i10]Marcely Zanon Boito, Aline Villavicencio, Laurent Besacier:
Empirical Evaluation of Sequence-to-Sequence Models for Word Discovery in Low-resource Settings. CoRR abs/1907.00184 (2019) - [i9]Alexandre Salle, Aline Villavicencio:
Why So Down? The Role of Negative (and Positive) Pointwise Mutual Information in Distributional Semantics. CoRR abs/1908.06941 (2019) - [i8]Marcely Zanon Boito, Aline Villavicencio, Laurent Besacier:
How Does Language Influence Documentation Workflow? Unsupervised Word Discovery Using Translations in Multiple Languages. CoRR abs/1910.05154 (2019) - 2018
- [c56]Alexandre Salle, Aline Villavicencio:
Restricted Recurrent Neural Tensor Networks: Exploiting Word Frequency and Compositionality. ACL (2) 2018: 8-13 - [c55]Pierre Godard, Marcely Zanon Boito, Lucas Ondel, Alexandre Berard, François Yvon, Aline Villavicencio, Laurent Besacier:
Unsupervised Word Segmentation from Speech with Attention. INTERSPEECH 2018: 2678-2682 - [c54]Jorge A. Wagner Filho, Rodrigo Wilkens, Marco Idiart, Aline Villavicencio:
The brWaC Corpus: A New Open Resource for Brazilian Portuguese. LREC 2018 - [c53]Felipe S. F. Paula, Rodrigo Wilkens, Marco Idiart, Aline Villavicencio:
Similarity Measures for the Detection of Clinical Conditions with Verbal Fluency Tasks. NAACL-HLT (2) 2018: 231-235 - [c52]Carlos Ramisch, Renata Ramisch, Leonardo Zilio, Aline Villavicencio, Silvio Cordeiro:
A Corpus Study of Verbal Multiword Expressions in Brazilian Portuguese. PROPOR 2018: 24-34 - [c51]Marcely Zanon Boito, Antonios Anastasopoulos, Aline Villavicencio, Laurent Besacier, Marika Lekakou:
A Small Griko-Italian Speech Translation Corpus. SLTU 2018: 36-41 - [e6]Aline Villavicencio, Viviane P. Moreira, Alberto Abad, Helena de Medeiros Caseli, Pablo Gamallo, Carlos Ramisch, Hugo Gonçalo Oliveira, Gustavo Henrique Paetzold:
Computational Processing of the Portuguese Language - 13th International Conference, PROPOR 2018, Canela, Brazil, September 24-26, 2018, Proceedings. Lecture Notes in Computer Science 11122, Springer 2018, ISBN 978-3-319-99721-6 [contents] - [i7]Alexandre Salle, Aline Villavicencio:
Incorporating Subword Information into Matrix Factorization Word Embeddings. CoRR abs/1805.03710 (2018) - [i6]Pierre Godard, Marcely Zanon Boito, Lucas Ondel, Alexandre Berard, François Yvon, Aline Villavicencio, Laurent Besacier:
Unsupervised Word Segmentation from Speech with Attention. CoRR abs/1806.06734 (2018) - [i5]Marcely Zanon Boito, Antonios Anastasopoulos, Marika Lekakou, Aline Villavicencio, Laurent Besacier:
A small Griko-Italian speech translation corpus. CoRR abs/1807.10740 (2018) - 2017
- [c50]Marcely Zanon Boito, Alexandre Berard, Aline Villavicencio, Laurent Besacier:
Unwritten languages demand attention too! Word discovery with encoder-decoder models. ASRU 2017: 458-465 - [c49]Rodrigo Wilkens, Leonardo Zilio, Silvio Cordeiro, Felipe S. F. Paula, Carlos Ramisch, Marco Idiart, Aline Villavicencio:
LexSubNC: A Dataset of Lexical Substitution for Nominal Compounds. IWCS(2) 2017 - [i4]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 abs/1704.00774 (2017) - [i3]Marcely Zanon Boito, Alexandre Berard, Aline Villavicencio, Laurent Besacier:
Unwritten Languages Demand Attention Too! Word Discovery with Encoder-Decoder Models. CoRR abs/1709.05631 (2017) - 2016
- [c48]Silvio Cordeiro, Carlos Ramisch, Marco Idiart, Aline Villavicencio:
Predicting the Compositionality of Nominal Compounds: Giving Word Embeddings a Hard Time. ACL (1) 2016 - [c47]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 - [c46]Alexandre Salle, Aline Villavicencio, Marco Idiart:
Matrix Factorization using Window Sampling and Negative Sampling for Improved Word Representations. ACL (2) 2016 - [c45]Jorge A. Wagner Filho, Rodrigo Wilkens, Aline Villavicencio:
Automatic Construction of Large Readability Corpora. CL4LC@COLING 2016 2016: 164-173 - [c44]Silvio Cordeiro, Carlos Ramisch, Aline Villavicencio:
mwetoolkit+sem: Integrating Word Embeddings in the mwetoolkit for Semantic MWE Processing. LREC 2016 - [c43]Rodrigo Wilkens, Marco Idiart, Aline Villavicencio:
Multiword Expressions in Child Language. LREC 2016 - [c42]Rodrigo Wilkens, Leonardo Zilio, Eduardo Ferreira, Aline Villavicencio:
B2SG: a TOEFL-like Task for Portuguese. LREC 2016 - [c41]Leonardo Zilio, Maria José Bocorny Finatto, Aline Villavicencio:
VerbLexPor: a lexical resource with semantic roles for Portuguese. LREC 2016 - [c40]Carlos Ramisch, Silvio Cordeiro, Aline Villavicencio:
Filtering and Measuring the Intrinsic Quality of Human Compositionality Judgments. MWE@ACL 2016 - [c39]Leonardo Zilio, Rodrigo Wilkens, Luís Möllmann, Eric Wehrli, Silvio Cordeiro, Aline Villavicencio:
Joining Forces for Multiword Expression Identification. PROPOR 2016: 233-238 - [c38]Jorge A. Wagner Filho, Rodrigo Wilkens, Leonardo Zilio, Marco Idiart, Aline Villavicencio:
Crawling by Readability Level. PROPOR 2016: 306-318 - [c37]Rodrigo Wilkens, Leonardo Zilio, Eduardo Ferreira, Aline Villavicencio:
The Portuguese B ^2 2 SG: A Semantic Test for Distributional Thesaurus. PROPOR 2016: 333-339 - [c36]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: 910-917 - [i2]Alexandre Salle, Marco Idiart, Aline Villavicencio:
Matrix Factorization using Window Sampling and Negative Sampling for Improved Word Representations. CoRR abs/1606.00819 (2016) - [i1]Alexandre Salle, Marco Idiart, Aline Villavicencio:
Enhancing the LexVec Distributed Word Representation Model Using Positional Contexts and External Memory. CoRR abs/1606.01283 (2016) - 2015
- [c35]Rodrigo Wilkens, Leonardo Zilio, Eduardo Ferreira, Gabriel Gonçalves, Aline Villavicencio:
Distributional Thesauri for Portuguese: methodology evaluation. STIL 2015: 131-140 - [c34]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: 161-170 - 2014
- [c33]Muntsa Padró, Marco Idiart, Aline Villavicencio, Carlos Ramisch:
Nothing like Good Old Frequency: Studying Context Filters for Distributional Thesauri. EMNLP 2014: 419-424 - [c32]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: 129-140 - [c31]Rodrigo Boos, Kassius Prestes, Aline Villavicencio:
Identification of Multiword Expressions in the brWaC. LREC 2014: 728-735 - [c30]Muntsa Padró, Marco Idiart, Aline Villavicencio, Carlos Ramisch:
Comparing Similarity Measures for Distributional Thesauri. LREC 2014: 2964-2971 - [c29]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: 3572-3578 - [c28]Rodrigo Boos, Kassius Prestes, Aline Villavicencio, Muntsa Padró:
brWaC: A WaCky Corpus for Brazilian Portuguese. PROPOR 2014: 201-206 - 2013
- [j7]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): 3:1-3:10 (2013) - [c27]Aline Villavicencio, Marco Idiart, Robert C. Berwick, Igor Malioutov:
Language Acquisition and Probabilistic Models: keeping it simple. ACL (1) 2013: 1321-1330 - [p1]Thierry Poibeau, Aline Villavicencio, Anna Korhonen, Afra Alishahi:
Computational Modeling as a Methodology for Studying Human Language Learning. Cognitive Aspects of Computational Language Acquisition 2013: 1-25 - [e5]Valia Kordoni, Carlos Ramisch, Aline Villavicencio:
Proceedings of the 9th Workshop on Multiword Expressions, MWE@NAACL-HLT 2013, 13-14 June 2013, Atlanta, Georgia, USA. The Association for Computer Linguistics 2013 [contents] - [e4]Aline Villavicencio, Thierry Poibeau, Anna Korhonen, Afra Alishahi:
Cognitive Aspects of Computational Language Acquisition. Theory and Applications of Natural Language Processing, Springer 2013, ISBN 978-3-642-31862-7 [contents] - 2012
- [j6]Aline Villavicencio:
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. Nat. Lang. Eng. 18(4): 575-579 (2012) - [c26]Aline Villavicencio, Beracah Yankama, Marco Idiart, Robert C. Berwick:
A large scale annotated child language construction database. LREC 2012: 2370-2374 - [e3]Helena de Medeiros Caseli, Aline Villavicencio, António J. S. Teixeira, Fernando Perdigão:
Computational Processing of the Portuguese Language - 10th International Conference, PROPOR 2012, Coimbra, Portugal, April 17-20, 2012. Proceedings. Lecture Notes in Computer Science 7243, Springer 2012, ISBN 978-3-642-28884-5 [contents] - 2011
- [c25]Magali Sanches Duran, Carlos Ramisch, Sandra M. Aluísio, Aline Villavicencio:
Identifying and Analyzing Brazilian Portuguese Complex Predicates. MWE@ACL 2011: 74-82 - [c24]Otávio Costa Acosta, Aline Villavicencio, Viviane Pereira Moreira:
Identification and Treatment of Multiword Expressions Applied to Information Retrieval. MWE@ACL 2011: 101-109 - [c23]Vitor de Araújo, Carlos Ramisch, Aline Villavicencio:
Fast and Flexible MWE Candidate Generation with the mwetoolkit. MWE@ACL 2011: 134-136 - [c22]Kassius Prestes, Rodrigo Wilkens, Leonardo Zilio, Aline Villavicencio:
Extração e Validação de Ontologias a partir de Recursos Digitais. ONTOBRAS-MOST 2011: 183-188 - [c21]Gabriel Gonçalves, Rodrigo Wilkens, Aline Villavicencio:
Sistema de Aquisição Semi-Automática de Ontologias. ONTOBRAS-MOST 2011: 189-194 - [c20]Paulo Schreiner, Aline Villavicencio, Leonardo Zilio, Helena de Medeiros Caseli:
Improving Lexical Alignment Using Hybrid Discriminative and Post-Processing Techniques. STIL 2011 - [e2]Valia Kordoni, Carlos Ramisch, Aline Villavicencio:
Proceedings of the Workshop on Multiword Expressions: from Parsing and Generation to the Real World, MWE@ACL 2011, Portland, Oregon, USA, June 23, 2011. Association for Computational Linguistics 2011, ISBN 978-1-932432-97-8 [contents] - 2010
- [j5]Aline Villavicencio, Carlos Ramisch, André Machado, Helena de Medeiros Caseli, Maria José Bocorny Finatto:
Identificação de Expressões Multipalavra em Domínios Específicos. Linguamática 2(1): 15-33 (2010) - [j4]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): 59-77 (2010) - [c19]Rodrigo Wilkens, Aline Villavicencio, Daniel Muller, Leandro Krug Wives, Fabio Silva, Stanley Loh:
COMUNICA - A Question Answering System for Brazilian Portuguese. COLING (Demos) 2010: 21-24 - [c18]Carlos Ramisch, Aline Villavicencio, Christian Boitet:
Multiword Expressions in the wild? The mwetoolkit comes in handy. COLING (Demos) 2010: 57-60 - [c17]Carlos Ramisch, Aline Villavicencio, Christian Boitet:
Web-based and combined language models: a case study on noun compound identification. COLING (Posters) 2010: 1041-1049 - [c16]Carlos Ramisch, Aline Villavicencio, Christian Boitet:
mwetoolkit: a Framework for Multiword Expression Identification. LREC 2010 - [c15]Carlos Ramisch, Helena de Medeiros Caseli, Aline Villavicencio, André Machado, Maria José Bocorny Finatto:
A Hybrid Approach for Multiword Expression Identification. PROPOR 2010: 65-74 - [c14]Rodrigo Wilkens, Aline Villavicencio:
Question Answering for Portuguese: How Much Is Needed? SBIA 2010: 173-182 - [c13]Daniel Cerato Germann, Aline Villavicencio, Maity Siqueira:
An Investigation on the Influence of Frequency on the Lexical Organization of Verbs. TextGraphs@ACL 2010: 19-23 - [e1]Éric Laporte, Preslav Nakov, Carlos Ramisch, Aline Villavicencio:
Proceedings of the 2010 Workshop on Multiword Expressions: from Theory to Applications, MWE@COLING 2010, Beijing, China, August 28, 2010. Coling 2010 Organizing Committee 2010 [contents]
2000 – 2009
- 2009
- [j3]Timothy Baldwin, Valia Kordoni, Aline Villavicencio:
Prepositions in Applications: A Survey and Introduction to the Special Issue. Comput. Linguistics 35(2): 119-149 (2009) - [c12]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: 1-8 - 2008
- [c11]Otávio Costa Acosta, André Pinto Geraldo, Viviane Moreira Orengo, Aline Villavicencio:
UFRGS@CLEF2008: Indexing Multiword Expressions for Information Retrieval. CLEF (Working Notes) 2008 - [c10]Carlos Ramisch, Aline Villavicencio, Leonardo Moura, Marco Idiart:
Picking them up and Figuring them out: Verb-Particle Constructions, Noise and Idiomaticity. CoNLL 2008: 49-56 - 2007
- [c9]Aline Villavicencio, Valia Kordoni, Yi Zhang, Marco Idiart, Carlos Ramisch:
Validation and Evaluation of Automatically Acquired Multiword Expressions for Grammar Engineering. EMNLP-CoNLL 2007: 1034-1043 - 2005
- [j2]Aline Villavicencio, Francis Bond, Anna Korhonen, Diana McCarthy:
Introduction to the special issue on multiword expressions: Having a crack at a hard nut. Comput. Speech Lang. 19(4): 365-377 (2005) - [j1]Aline Villavicencio:
The availability of verb-particle constructions in lexical resources: How much is enough? Comput. Speech Lang. 19(4): 415-432 (2005) - 2004
- [c8]Aline Villavicencio, Timothy Baldwin, Benjamin Waldron:
A Multilingual Database of Idioms. LREC 2004 - 2002
- [b1]Aline Villavicencio:
The acquisition of a unification-based generalised categorial grammar. University of Cambridge, UK, 2002 - [c7]Timothy Baldwin, Aline Villavicencio:
Extracting the Unextractable: A Case Study on Verb-particles. CoNLL 2002 - [c6]Aline Villavicencio:
Learning to Distinguish PP Arguments from Adjuncts. CoNLL 2002 - [c5]Ann A. Copestake, Fabre Lambeau, Aline Villavicencio, Francis Bond, Timothy Baldwin, Ivan A. Sag, Dan Flickinger:
Multiword expressions: linguistic precision and reusability. LREC 2002 - 2000
- [c4]Aline Villavicencio:
The Acquisition of Word Order by a Computational Learning System. CoNLL/LLL 2000: 209-218
1990 – 1999
- 1999
- [c3]Aline Villavicencio:
Representing a System of Lexical Types Using Default Unification. EACL 1999: 261-264 - 1995
- [c2]Paul McFetridge, Aline Villavicencio:
A Hierarchial Description of the Portuguese Verb. SBIA 1995: 302-311 - [c1]Aline Villavicencio, Nuno M. C. Marques, José Gabriel Pereira Lopes, Fabio Villavicencio:
Part-of-Speech Tagging for Portuguese Texts. SBIA 1995: 323-332
Coauthor Index
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