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- Publications
- Influence
Sequential Neural Networks as Automata
- William Cooper Merrill
- Computer Science
- ArXiv
- 4 June 2019
TLDR
Context-Free Transductions with Neural Stacks
- Yiding Hao, William Cooper Merrill, +4 authors S. Mendelsohn
- Computer Science
- BlackboxNLP@EMNLP
- 8 September 2018
TLDR
End-to-end Graph-based TAG Parsing with Neural Networks
- Jungo Kasai, R. Frank, P. Xu, William Cooper Merrill, Owen Rambow
- Computer Science
- NAACL-HLT
- 1 April 2018
TLDR
A Formal Hierarchy of RNN Architectures
- William Cooper Merrill, Gail Weiss, Yoav Goldberg, Roy Schwartz, Noah A. Smith, Eran Yahav
- Computer Science
- ACL
- 1 April 2020
TLDR
Finding Syntactic Representations in Neural Stacks
- William Cooper Merrill, Lenny Khazan, Noah Amsel, Yiding Hao, S. Mendelsohn, R. Frank
- Computer Science
- ArXiv
- 4 June 2019
TLDR
Sequential Neural Networks as Automata Anonymous ACL submission
This work attempts to explain the types of computation that neural networks can perform by relating them to automata. We first define what it means for a real-time network with bounded precision to… Expand
Sequential neural networks as automata
In recent years, neural network architectures for sequence modeling have been applied with great success to a variety of NLP tasks. What neural networks provide in performance, however, they lack in… Expand
Detecting Syntactic Change Using a Neural Part-of-Speech Tagger
- William Cooper Merrill, Gigi F Stark, R. Frank
- Computer Science
- ArXiv
- 4 June 2019
TLDR