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21
A Bayesian Framework for Information-Theoretic Probing ...
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22
Classifying Dyads for Militarized Conflict Analysis ...
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23
Higher-order Derivatives of Weighted Finite-state Machines ...
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24
On Finding the K-best Non-projective Dependency Trees ...
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25
A surprisal--duration trade-off across and within the world's languages ...
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26
Determinantal Beam Search ...
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27
Is Sparse Attention more Interpretable? ...
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28
Revisiting the Uniform Information Density Hypothesis ...
Abstract: The uniform information density (UID) hypothesis posits a preference among language users for utterances structured such that information is distributed uniformly across a signal. While its implications on language production have been well explored, the hypothesis potentially makes predictions about language comprehension and linguistic acceptability as well. Further, it is unclear how uniformity in a linguistic signal—or lack thereof—should be measured, and over which linguistic unit, e.g., the sentence or language level, this uniformity should hold. Here we investigate these facets of the UID hypothesis using reading time and acceptability data. While our reading time results are generally consistent with previous work, they are also consistent with a weakly super-linear effect of surprisal, which would be compatible with UID’s predictions. For acceptability judgments, we find clearer evidence that non-uniformity in information density is predictive of lower acceptability. We then explore multiple ... : Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing ...
URL: http://hdl.handle.net/20.500.11850/518992
https://dx.doi.org/10.3929/ethz-b-000518992
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29
A Plug-and-Play Method for Controlled Text Generation ...
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30
Language Model Evaluation Beyond Perplexity ...
Meister, Clara Isabel; Cotterell, Ryan. - : ETH Zurich, 2021
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31
What About the Precedent: An Information-Theoretic Analysis of Common Law ...
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32
Searching for More Efficient Dynamic Programs ...
Vieira, Tim; Cotterell, Ryan; Eisner, Jason. - : ETH Zurich, 2021
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33
Modeling the Unigram Distribution ...
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34
Determinantal Beam Search ...
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35
Examining the Inductive Bias of Neural Language Models with Artificial Languages ...
White, Jennifer C.; Cotterell, Ryan. - : ETH Zurich, 2021
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36
Finding Concept-specific Biases in Form–Meaning Associations ...
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37
Differentiable subset pruning of transformer heads ...
Li, Jiaoda; Cotterell, Ryan; Sachan, Mrinmaya. - : ETH Zurich, 2021
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38
On Finding the K-best Non-projective Dependency Trees ...
Zmigrod, Ran; Vieira, Tim; Cotterell, Ryan. - : ETH Zurich, 2021
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39
Efficient computation of expectations under spanning tree distributions ...
Zmigrod, Ran; Vieira, Tim; Cotterell, Ryan. - : ETH Zurich, 2021
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40
Multimodal pretraining unmasked: A meta-analysis and a unified framework of vision-and-language berts ...
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