Vlad Niculae

Most-cited papers

Winning Arguments: Interaction Dynamics and Persuasion Strategies in Good-faith Online Discussions
Chenhao Tan, Vlad Niculae, Cristian Danescu-Niculescu-Mizil, Lillian Lee
2016The Web Conference464 citations Open access
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Sparse Sequence-to-Sequence Models
Ben Peters, Vlad Niculae, André F. T. Martins
2019Annual Meeting of the Association for Computational Linguistics345 citations Open access
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Adaptively Sparse Transformers
Gonçalo M. Correia, Vlad Niculae, André F. T. Martins
2019Conference on Empirical Methods in Natural Language Processing330 citations Open access
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Learning with Fenchel-Young Losses
M. Blondel, André F. T. Martins, Vlad Niculae
2019Journal of machine learning research209 citations
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SparseMAP: Differentiable Sparse Structured Inference
Vlad Niculae, André F. T. Martins, M. Blondel, Claire Cardie
2018International Conference on Machine Learning135 citations
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Argument Mining with Structured SVMs and RNNs
Vlad Niculae, Joonsuk Park, Claire Cardie
2017Annual Meeting of the Association for Computational Linguistics129 citations Open access
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A Regularized Framework for Sparse and Structured Neural Attention
Vlad Niculae, M. Blondel
2017Neural Information Processing Systems112 citations
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QUOTUS: The Structure of Political Media Coverage as Revealed by Quoting Patterns
Vlad Niculae, Caroline Suen, Justine Zhang, Cristian Danescu-Niculescu-Mizil +1 more
2015The Web Conference65 citations
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Conversational Markers of Constructive Discussions
Vlad Niculae, Cristian Danescu-Niculescu-Mizil
2016North American Chapter of the Association for Computational Linguistics63 citations Open access
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Linguistic Harbingers of Betrayal: A Case Study on an Online Strategy Game
Vlad Niculae, Srijan Kumar, Jordan L. Boyd-Graber, Cristian Danescu-Niculescu-Mizil
2015Annual Meeting of the Association for Computational Linguistics63 citations Open access
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Learning Classifiers with Fenchel-Young Losses: Generalized Entropies, Margins, and Algorithms
M. Blondel, André F. T. Martins, Vlad Niculae
2018International Conference on Artificial Intelligence and Statistics58 citations
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Sparse and Continuous Attention Mechanisms
André F. T. Martins, Marcos Vinícius Treviso, António Farinhas, Vlad Niculae +2 more
2020Neural Information Processing Systems57 citations
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Temporal Text Ranking and Automatic Dating of Texts
Vlad Niculae, Marcos Zampieri, L. Dinu, A. Ciobanu
2014Conference of the European Chapter of the Association for Computational Linguistics57 citations Open access
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Brighter than Gold: Figurative Language in User Generated Comparisons
Vlad Niculae, Cristian Danescu-Niculescu-Mizil
2014Conference on Empirical Methods in Natural Language Processing40 citations Open access
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Efficient Marginalization of Discrete and Structured Latent Variables via Sparsity
Gonçalo M. Correia, Vlad Niculae, Wilker Aziz, André F. T. Martins
2020Neural Information Processing Systems25 citations
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Sparse Continuous Distributions and Fenchel-Young Losses
André F. T. Martins, Marcos Vinícius Treviso, António Farinhas, P. Aguiar +3 more
2021arXiv.org24 citations
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LP-SparseMAP: Differentiable Relaxed Optimization for Sparse Structured Prediction
Vlad Niculae, André F. T. Martins
2020International Conference on Machine Learning22 citations
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Towards Dynamic Computation Graphs via Sparse Latent Structure
Vlad Niculae, André F. T. Martins, Claire Cardie
2018Conference on Empirical Methods in Natural Language Processing21 citations Open access
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Pastiche Detection Based on Stopword Rankings. Exposing Impersonators of a Romanian Writer
L. Dinu, Vlad Niculae, Maria-Octavia Sulea
201221 citations
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Viewing Knowledge Transfer in Multilingual Machine Translation Through a Representational Lens
David Stap, Vlad Niculae, C. Monz
2023Conference on Empirical Methods in Natural Language Processing20 citations Open access
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Computational considerations of comparisons and similes
Vlad Niculae, Victoria Yaneva
2013Annual Meeting of the Association for Computational Linguistics19 citations
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Learning Binary Decision Trees by Argmin Differentiation
Valentina Zantedeschi, Matt J. Kusner, Vlad Niculae
2020International Conference on Machine Learning18 citations
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How Effective is Byte Pair Encoding for Out-Of-Vocabulary Words in Neural Machine Translation?
Ali Araabi, Christof Monz, Vlad Niculae
2022Conference of the Association for Machine Translation in the Americas17 citations Open access
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Multi-output Polynomial Networks and Factorization Machines
M. Blondel, Vlad Niculae, Takuma Otsuka, N. Ueda
2017Neural Information Processing Systems17 citations
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Comparison pattern matching and creative simile recognition
Vlad Niculae
2013Joint Symposium on Semantic Processing16 citations
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AMBRA: A Ranking Approach to Temporal Text Classification
Marcos Zampieri, A. Ciobanu, Vlad Niculae, L. Dinu
2015International Workshop on Semantic Evaluation15 citations Open access
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DAG Learning on the Permutahedron
Valentina Zantedeschi, Luca Franceschi, Jean Kaddour, Matt J. Kusner +1 more
2023International Conference on Learning Representations14 citations Open access
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Proceedings of the 11th Linguistic Annotation Workshop
Nathan Schneider, N. Xue, M. Verhagen, Adam Meyers +496 more
201714 citations Open access
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Romanian Syllabication Using Machine Learning
L. Dinu, Vlad Niculae, Octavia Maria Sulea
2013International Conference on Text, Speech and Dialogue13 citations
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Sparse And Structured Visual Attention
Pedro Henrique Martins, Vlad Niculae, Zita Marinho, André F. T. Martins
2019International Conference on Information Photonics12 citations Open access
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Temporal Text Classification for Romanian Novels set in the Past
A. Ciobanu, L. Dinu, Octavia Maria Sulea, Anca P. Dinu +1 more
2013Recent Advances in Natural Language Processing12 citations
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Temporal classification for historical Romanian texts
A. Ciobanu, Anca P. Dinu, L. Dinu, Vlad Niculae +1 more
2013LaTeCH@ACL10 citations
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Discrete Latent Structure in Neural Networks
Vlad Niculae, Caio F. Corro, Nikita Nangia, Tsvetomila Mihaylova +1 more
2023arXiv.org9 citations Open access
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Proceedings of the Fourth Workshop on NLP for Internet Freedom: Censorship, Disinformation, and Propaganda
Antonis Maronikolakis, Hinrich Schütze, Mark Stevenson, T. Brown +496 more
20219 citations Open access
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Latent Structure Models for Natural Language Processing
André F. T. Martins, Tsvetomila Mihaylova, Nikita Nangia, Vlad Niculae
2019Annual Meeting of the Association for Computational Linguistics9 citations Open access
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Interpretable Structure Induction via Sparse Attention
Ben Peters, Vlad Niculae, André F. T. Martins
2018BlackboxNLP@EMNLP9 citations Open access
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Understanding the Mechanics of SPIGOT: Surrogate Gradients for Latent Structure Learning
Tsvetomila Mihaylova, Vlad Niculae, André F. T. Martins
2020Conference on Empirical Methods in Natural Language Processing7 citations Open access
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A novel pulsed load-pull and S-parameter integrated measurement system
V. Teppati, A. Ferrero, Vlad Niculae, U. Pisani
2004Proceedings of the 21st IEEE Instrumentation and Measurement Technology Conference (IEEE Cat. No.04CH37510)6 citations
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Proceedings of the Seventh Workshop on Computational Linguistics and Clinical Psychology: Improving Access
Glorianna Jagfeld, Fiona Lobban, Paul Rayson, S. Jones +496 more
20215 citations Open access
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The Romanian Neuter Examined Through A Two-Gender N-Gram Classification System
L. Dinu, Vlad Niculae, Octavia Maria Sulea
2012International Conference on Language Resources and Evaluation5 citations Open access
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Learning How to Conjugate the Romanian Verb. Rules for Regular and Partially Irregular Verbs
L. Dinu, Vlad Niculae, Octavia Maria Sulea
2012Conference of the European Chapter of the Association for Computational Linguistics5 citations
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Can Alternations Be Learned? A Machine Learning Approach To Romanian Verb Conjugation
L. Dinu, Emil Ionescu, Vlad Niculae, Octavia Maria Sulea
2011Recent Advances in Natural Language Processing5 citations
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scikit-learn/scikit-learn: scikit-learn 0.23.1
O. Grisel, A. Mueller, Alexandre Gramfort, G. Louppe +25 more
20204 citations
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Learning Binary Trees via Sparse Relaxation
Valentina Zantedeschi, Matt J. Kusner, Vlad Niculae
2020arXiv.org4 citations
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scikit-learn/scikit-learn: scikit-learn 0.23.2
O. Grisel, A. Mueller, Alexandre Gramfort, G. Louppe +25 more
20204 citations
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Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics: Tutorial Abstracts
André F. T. Martins, Tsvetomila Mihaylova, Nikita Nangia, Vlad Niculae +496 more
20194 citations Open access
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Using a machine learning model to assess the complexity of stress systems
L. Dinu, A. Ciobanu, I. Chitoran, Vlad Niculae
2014International Conference on Language Resources and Evaluation4 citations Open access
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Dealing with the Grey Sheep of the Romanian Gender System, the Neuter
L. Dinu, Vlad Niculae, Maria Sulea
2012International Conference on Computational Linguistics4 citations
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Joint Dropout: Improving Generalizability in Low-Resource Neural Machine Translation through Phrase Pair Variables
Ali Araabi, Vlad Niculae, C. Monz
2023Machine Translation Summit3 citations Open access
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Sparse Communication via Mixed Distributions
António Farinhas, Wilker Aziz, Vlad Niculae, André F. T. Martins
2021International Conference on Learning Representations3 citations
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