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Vlad Niculae
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API design for machine learning software: experiences from the scikit-learn project
L Buitinck, G Louppe, M Blondel, F Pedregosa, A Mueller, O Grisel, ...
arXiv preprint arXiv:1309.0238, 2013
30042013
Winning arguments: Interaction dynamics and persuasion strategies in good-faith online discussions
C Tan, V Niculae, C Danescu-Niculescu-Mizil, L Lee
Proceedings of the 25th International Conference on World Wide Web, 613-624, 2016
3672016
Adaptively Sparse Transformers
GM Correia, V Niculae, AFT Martins
EMNLP 2019, 2019
2022019
Sparse Sequence-to-Sequence Models
B Peters, V Niculae, AFT Martins
ACL 2019, 2019
1762019
SparseMAP: Differentiable Sparse Structured Inference
V Niculae, AFT Martins, M Blondel, C Cardie
Proc. ICML, 2018
1232018
Argument Mining with Structured SVMs and RNNs
V Niculae, J Park, C Cardie
Proc. ACL, 2017
1142017
A regularized framework for sparse and structured neural attention
V Niculae, M Blondel
Advances in Neural Information Processing Systems, 3338-3348, 2017
1122017
Learning with Fenchel-Young losses.
M Blondel, AFT Martins, V Niculae
J. Mach. Learn. Res. 21 (35), 1-69, 2020
992020
QUOTUS: The Structure of Political Media Coverage as Revealed by Quoting Patterns
V Niculae, C Suen, J Zhang, C Danescu-Niculescu-Mizil, J Leskovec
Proceedings of the 24th International Conference on World Wide Web, 798-808, 2015
682015
Linguistic harbingers of betrayal: A case study on an online strategy game
V Niculae, S Kumar, J Boyd-Graber, C Danescu-Niculescu-Mizil
ACL 2015, 2015
652015
Temporal Text Ranking and Automatic Dating of Texts
V Niculae, M Zampieri, LP Dinu, AM Ciobanu
EACL 2014, 17, 2014
542014
Conversational markers of constructive discussions
V Niculae, C Danescu-Niculescu-Mizil
NAACL-HLT 2016, 2016
532016
Brighter than gold: Figurative language in user generated comparisons
V Niculae, C Danescu-Niculescu-Mizil
Proceedings of the 2014 Conference on Empirical Methods in Natural Language†…, 2014
442014
Learning classifiers with Fenchel-Young losses: Generalized entropies, margins, and algorithms
M Blondel, A Martins, V Niculae
The 22nd International Conference on Artificial Intelligence and Statistics†…, 2019
402019
Towards Dynamic Computation Graphs via Sparse Latent Structure
V Niculae, AFT Martins, C Cardie
Proc. EMNLP, 2018
272018
Computational considerations of comparisons and similes
V Niculae, V Yaneva
51st Annual Meeting of the Association for Computational Linguistics†…, 2013
252013
Efficient marginalization of discrete and structured latent variables via sparsity
G Correia, V Niculae, W Aziz, A Martins
Advances in Neural Information Processing Systems 33, 11789-11802, 2020
232020
Sparse and continuous attention mechanisms
A Martins, A Farinhas, M Treviso, V Niculae, P Aguiar, M Figueiredo
Advances in Neural Information Processing Systems 33, 20989-21001, 2020
232020
Pastiche detection based on stopword rankings: exposing impersonators of a Romanian writer
LP Dinu, V Niculae, OM ™ulea
Proceedings of the Workshop on Computational Approaches to Deception†…, 2012
192012
Comparison pattern matching and creative simile recognition
V Niculae
Proceedings of the Joint Symposium on Semantic Processing. Textual Inference†…, 2013
182013
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