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10/27/2022
Parsing linearizations appreciate PoS tags - but some are fussy about errors
PoS tags, once taken for granted as a useful resource for syntactic pars...
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09/15/2022
The Impact of Edge Displacement Vaserstein Distance on UD Parsing Performance
We contribute to the discussion on parsing performance in NLP by introdu...
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05/16/2022
Assessing the Limits of the Distributional Hypothesis in Semantic Spaces: Trait-based Relational Knowledge and the Impact of Co-occurrences
The increase in performance in NLP due to the prevalence of distribution...
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11/27/2021
Learning from learning machines: a new generation of AI technology to meet the needs of science
We outline emerging opportunities and challenges to enhance the utility ...
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06/24/2021
Splitting EUD graphs into trees: A quick and clatty approach
We present the system submission from the FASTPARSE team for the EUD Sha...
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06/08/2021
A Falta de Pan, Buenas Son Tortas: The Efficacy of Predicted UPOS Tags for Low Resource UD Parsing
We evaluate the efficacy of predicted UPOS tags as input features for de...
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06/08/2021
A Modest Pareto Optimisation Analysis of Dependency Parsers in 2021
We evaluate three leading dependency parser systems from different parad...
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06/02/2021
John praised Mary because he? Implicit Causality Bias and Its Interaction with Explicit Cues in LMs
Some interpersonal verbs can implicitly attribute causality to either th...
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06/01/2021
Replicating and Extending "Because Their Treebanks Leak": Graph Isomorphism, Covariants, and Parser Performance
Søgaard (2020) obtained results suggesting the fraction of trees occurri...
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04/02/2021
What Taggers Fail to Learn, Parsers Need the Most
We present an error analysis of neural UPOS taggers to evaluate why usin...
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10/05/2020
On the Frailty of Universal POS Tags for Neural UD Parsers
We present an analysis on the effect UPOS accuracy has on parsing perfor...
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06/01/2020
Distilling Neural Networks for Greener and Faster Dependency Parsing
The carbon footprint of natural language processing research has been in...
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06/01/2020
Efficient EUD Parsing
We present the system submission from the FASTPARSE team for the EUD Sha...
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03/31/2020
Inherent Dependency Displacement Bias of Transition-Based Algorithms
A wide variety of transition-based algorithms are currently used for dep...
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08/09/2019