Corpus ID: 7014930

The Role of Context in Neural Morphological Disambiguation

@inproceedings{Shen2016TheRO,
  title={The Role of Context in Neural Morphological Disambiguation},
  author={Qinlan Shen and Daniel Clothiaux and Emily Tagtow and Patrick Littell and Chris Dyer},
  booktitle={COLING},
  year={2016}
}
  • Qinlan Shen, Daniel Clothiaux, +2 authors Chris Dyer
  • Published in COLING 2016
  • Computer Science
  • Languages with rich morphology often introduce sparsity in language processing tasks. While morphological analyzers can reduce this sparsity by providing morpheme-level analyses for words, they will often introduce ambiguity by returning multiple analyses for the same surface form. The problem of disambiguating between these morphological parses is further complicated by the fact that a correct parse for a word is not only dependent on the surface form but also on other words in its context. In… CONTINUE READING

    Create an AI-powered research feed to stay up to date with new papers like this posted to ArXiv

    Citations

    Publications citing this paper.
    SHOWING 1-10 OF 18 CITATIONS

    Neural Morphological Disambiguation Using Surface and Contextual Morphological Awareness

    VIEW 6 EXCERPTS
    CITES METHODS & BACKGROUND
    HIGHLY INFLUENCED

    The effect of morphology in named entity recognition with sequence tagging

    VIEW 4 EXCERPTS
    CITES METHODS
    HIGHLY INFLUENCED

    Morphological Analysis Using a Sequence Decoder

    VIEW 2 EXCERPTS
    CITES BACKGROUND

    References

    Publications referenced by this paper.
    SHOWING 1-10 OF 22 REFERENCES

    Conditional random field for morphological disambiguation in russian

    • S Muzychka, A Romanenko, I Piontkovskaja.
    • Conference Dialog-2014, Bekasovo.
    • 2014
    VIEW 2 EXCERPTS
    HIGHLY INFLUENTIAL

    Statistical Morphological Disambiguation for Agglutinative Languages

    VIEW 3 EXCERPTS
    HIGHLY INFLUENTIAL