William Merrill
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Cord-19: The covid-19 open research dataset
LL Wang, K Lo, Y Chandrasekhar, R Reas, J Yang, D Eide, K Funk, ...
ArXiv, 2020
Sequential neural networks as automata
W Merrill
arXiv preprint arXiv:1906.01615, 2019
A formal hierarchy of RNN architectures
W Merrill, G Weiss, Y Goldberg, R Schwartz, NA Smith, E Yahav
arXiv preprint arXiv:2004.08500, 2020
Context-free transductions with neural stacks
Y Hao, W Merrill, D Angluin, R Frank, N Amsel, A Benz, S Mendelsohn
arXiv preprint arXiv:1809.02836, 2018
Provable Limitations of Acquiring Meaning from Ungrounded Form: What Will Future Language Models Understand?
W Merrill, Y Goldberg, R Schwartz, NA Smith
Transactions of the Association for Computational Linguistics 9, 1047-1060, 2021
Competency problems: On finding and removing artifacts in language data
M Gardner, W Merrill, J Dodge, ME Peters, A Ross, S Singh, N Smith
arXiv preprint arXiv:2104.08646, 2021
End-to-end graph-based TAG parsing with neural networks
J Kasai, R Frank, P Xu, W Merrill, O Rambow
arXiv preprint arXiv:1804.06610, 2018
Formal language theory meets modern NLP
W Merrill
arXiv preprint arXiv:2102.10094, 2021
Effects of parameter norm growth during transformer training: Inductive bias from gradient descent
W Merrill, V Ramanujan, Y Goldberg, R Schwartz, N Smith
arXiv preprint arXiv:2010.09697, 2020
Finding hierarchical structure in neural stacks using unsupervised parsing
W Merrill, L Khazan, N Amsel, Y Hao, S Mendelsoohn, R Frank
Proceedings of the 2019 ACL Workshop BlackboxNLP: Analyzing and Interpreting …, 2019
On the linguistic capacity of real-time counter automata
W Merrill
arXiv preprint arXiv:2004.06866, 2020
Detecting syntactic change using a neural part-of-speech tagger
W Merrill, GF Stark, R Frank
arXiv preprint arXiv:1906.01661, 2019
Saturated Transformers are Constant-Depth Threshold Circuits
W Merrill, A Sabharwal, NA Smith
ReCLIP: A Strong Zero-Shot Baseline for Referring Expression Comprehension
S Subramanian, W Merrill, T Darrell, M Gardner, S Singh, A Rohrbach
arXiv preprint arXiv:2204.05991, 2022
Extracting Finite Automata from RNNs Using State Merging
W Merrill, N Tsilivis
arXiv preprint arXiv:2201.12451, 2022
Capsule Networks for NLP
W Merrill
Grammatical Accents: Using Machine Learning to Quantify Language Transfer
T Eisape, W Merrill, S Dietz, JK Hartshorne
Voynich2Vec: Using FastText Word Embeddings for Voynich Decipherment
W Merrill, E Baum
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