Vlad Niculae
3 papers in the PaperMetrix corpus
Papers by this author
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Argument Mining with Structured SVMs and RNNs
2017 · arXiv (Cornell University)
We propose a novel factor graph model for argument mining, designed for settings in which the argumentative relations in a document do not necessarily form a tree structure. (This is the case in over 20% …
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Learning Binary Decision Trees by Argmin Differentiation
2020 · arXiv (Cornell University)
We address the problem of learning binary decision trees that partition data for some downstream task. We propose to learn discrete parameters (i.e., for tree traversals and node pruning) and continuous parameters (i.e., for tree …
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Adaptively Sparse Transformers
2019
Gonçalo M. Correia, Vlad Niculae, André F. T. Martins. Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP). 2019.