Visualisation and 'diagnostic classifiers' reveal how recurrent and recursive neural networks process hierarchical structure

28 November 2017

Papers citing "Visualisation and 'diagnostic classifiers' reveal how recurrent and recursive neural networks process hierarchical structure"

15 / 65 papers shown

Title
Discovering the Compositional Structure of Vector Representations with Role Learning Networks Paul Soulos R. Thomas McCoy Tal Linzen P. Smolensky CoGe 29 43 0 21 Oct 2019
Designing and Interpreting Probes with Control Tasks John Hewitt Percy Liang 32 524 0 08 Sep 2019
What Should/Do/Can LSTMs Learn When Parsing Auxiliary Verb Constructions? Miryam de Lhoneux Sara Stymne Joakim Nivre 12 3 0 18 Jul 2019
Analyzing Phonetic and Graphemic Representations in End-to-End Automatic Speech Recognition Yonatan Belinkov Ahmed M. Ali James R. Glass 28 32 0 09 Jul 2019
Understanding Memory Modules on Learning Simple Algorithms Kexin Wang Yu Zhou Shaonan Wang Jiajun Zhang Chengqing Zong 34 0 0 01 Jul 2019
Putting words in context: LSTM language models and lexical ambiguity Laura Aina Kristina Gulordava Gemma Boleda 16 40 0 12 Jun 2019
Assessing incrementality in sequence-to-sequence models Dennis Ulmer Dieuwke Hupkes Elia Bruni AI4TS 12 5 0 07 Jun 2019
On the Realization of Compositionality in Neural Networks Joris Baan Jana Leible Mitja Nikolaus David Rau Dennis Ulmer Tim Baumgärtner Dieuwke Hupkes Elia Bruni CoGe 21 16 0 04 Jun 2019
Transcoding compositionally: using attention to find more generalizable solutions K. Korrel Dieuwke Hupkes Verna Dankers Elia Bruni 30 31 0 04 Jun 2019
Linguistic Knowledge and Transferability of Contextual Representations Nelson F. Liu Matt Gardner Yonatan Belinkov Matthew E. Peters Noah A. Smith 52 719 0 21 Mar 2019
No Training Required: Exploring Random Encoders for Sentence Classification John Wieting Douwe Kiela 32 98 0 29 Jan 2019
The Best of Both Worlds: Lexical Resources To Improve Low-Resource Part-of-Speech Tagging Barbara Plank Sigrid Klerke Zeljko Agic NAI 54 4 0 21 Nov 2018
82 Treebanks, 34 Models: Universal Dependency Parsing with Multi-Treebank Models Aaron Smith Bernd Bohnet Miryam de Lhoneux Joakim Nivre Yan Shao Sara Stymne 35 67 0 06 Sep 2018
Under the Hood: Using Diagnostic Classifiers to Investigate and Improve how Language Models Track Agreement Information Mario Giulianelli J. Harding Florian Mohnert Dieuwke Hupkes Willem H. Zuidema 27 189 0 24 Aug 2018
Colorless green recurrent networks dream hierarchically Kristina Gulordava Piotr Bojanowski Edouard Grave Tal Linzen Marco Baroni 25 502 0 29 Mar 2018