On Evaluating the Generalization of LSTM Models in Formal Languages

2 November 2018

Papers citing "On Evaluating the Generalization of LSTM Models in Formal Languages"

7 / 7 papers shown

Title
Training Neural Networks as Recognizers of Formal Languages Alexandra Butoi Ghazal Khalighinejad Anej Svete Josef Valvoda Ryan Cotterell Brian DuSell NAI 72 7 0 11 Nov 2024
What Languages are Easy to Language-Model? A Perspective from Learning Probabilistic Regular Languages Nadav Borenstein Anej Svete R. Chan Josef Valvoda Franz Nowak Isabelle Augenstein Eleanor Chodroff Ryan Cotterell 58 13 0 06 Jun 2024
LSTMs Exploit Linguistic Attributes of Data Nelson F. Liu Omer Levy Roy Schwartz Chenhao Tan Noah A. Smith 36 15 0 29 May 2018
On the Practical Computational Power of Finite Precision RNNs for Language Recognition Gail Weiss Yoav Goldberg Eran Yahav 64 265 0 13 May 2018
LSTM: A Search Space Odyssey Klaus Greff R. Srivastava Jan Koutník Bas R. Steunebrink Jürgen Schmidhuber AI4TS VLM 112 5,290 0 13 Mar 2015
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 380 20,528 0 10 Sep 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 511 27,263 0 01 Sep 2014