My reseach

I'm currently working on predictive dependency parsing. Here you can find publications of my work.

  • Christine Köhn, Tobias Staron, Arne Köhn. 2016.
    "Parsing Free-Form Language Learner Data: Current State and Error Analysis".
    in Proceedings of KONVENS 2016.
    pdf URN bibtex
    @InProceedings{koehn-konvens-2016,
      author = {Christine K{\"o}hn and Tobias Staron and Arne K{\"o}hn},
      title = {Parsing Free-Form Language Learner Data: Current State and Error Analysis},
      booktitle = {Proceedings of KONVENS 2016},
      year = {2016},
      month = {september},
      location = {Bochum}
     }
    
  • Arne Köhn. 2016.
    "Evaluating Embeddings using Syntax-based Classification Tasks as a Proxy for Parser Performance".
    in Proceedings of RepEval 2016.
    pdf URN website bibtex
    @InProceedings{koehn-repeval-2016,
      author = {Arne K{\"o}hn},
      title = {Evaluating Embeddings using Syntax-based Classification Tasks as a Proxy for Parser Performance},
      booktitle = {Proceedings of RepEval 2016},
      year = {2016},
      month = {august},
      location = {Berlin}
     }
    
  • Arne Köhn, Florian Stegen, Timo Baumann. 2016.
    "Mining the Spoken Wikipedia for Speech Data and Beyond".
    in Proceedings of LREC 2016.
    pdf URN website bibtex
    @InProceedings{KHN16.518,
      author = {Arne K{\"o}hn and Florian Stegen and Timo Baumann},
      title = {Mining the Spoken Wikipedia for Speech Data and Beyond},
      booktitle = {Proceedings of the Tenth International Conference on Language Resources and Evaluation (LREC 2016)},
      year = {2016},
      month = {may},
      date = {23-28},
      location = {Portorož, Slovenia},
      editor = {Nicoletta Calzolari (Conference Chair) and Khalid Choukri and Thierry Declerck and Marko Grobelnik and Bente Maegaard and Joseph Mariani and Asuncion Moreno and Jan Odijk and Stelios Piperidis},
      publisher = {European Language Resources Association (ELRA)},
      address = {Paris, France},
      isbn = {978-2-9517408-9-1},
      language = {english}
     }
    
  • Arne Köhn. 2015.
    "What’s in an Embedding? Analyzing Word Embeddings through Multilingual Evaluation".
    in Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing (EMNLP).
    website with scripts & data -- pdf -- URN -- bibtex
    
    @InProceedings{koehn:2015:EMNLP2015,
      author    = {K\"{o}hn, Arne},
      title     = {What’s in an Embedding? Analyzing Word Embeddings through Multilingual Evaluation},
      booktitle = {Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing (EMNLP)},
      month     = {September},
      year      = {2015},
      address   = {Lisbon, Portugal},
      publisher = {Association for Computational Linguistics},
      pages     = {2067--2073},
      url       = {http://aclweb.org/anthology/D15-1246}
    }
    
  • Arne Köhn, U Chun Lao, Amir Ali B. Zadeh and Kenji Sagae. 2014.
    "Parsing Morphologically Rich Languages with (Mostly) Off-The-Shelf Software and Word Vectors".
    in Proceedings of the 2014 Shared Task of the COLING Workshop on Statistical Parsing of Morphologically Rich Languages
    -- pdf -- URN -- bibtex
    @InProceedings{koehn14:spmrl,
      author = {Arne Köhn and U Chun Lao and Amir Ali B. Zadeh and Kenji Sagae},
      title = {Parsing Morphologically Rich Languages with (Mostly) Off-The-Shelf Software and Word Vectors},
      publisher = {},
      booktitle = {Proceedings of the 2014 Shared Task of the COLING Workshop on Statistical Parsing of Morphologically Rich Languages},
      year =         2014,
      organization = {},
    }
  • Arne Köhn and Wolfgang Menzel. 2014.
    "Incremental Predictive Parsing with !TurboParser".
    in Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, Volume 2: Short Papers, June, 2014, Baltimore, USA / Association for Computational Linguistics (2014)
    pdf -- URN -- software&technical info -- bibtex
    @InProceedings{koehn14:incrTP,
      author = {Arne Köhn and Wolfgang Menzel},
      title = {Incremental Predictive Parsing with {TurboParser}},
      publisher = {Association for Computational Linguistics},
      booktitle = {Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, Volume 2: Short Papers},
      year =         2014,
      organization = {Association for Computational Linguistics},
    }
  • Kilian Foth, Arne Köhn, Niels Beuck, and Wolfgang Menzel. 2014.
    "Because Size Does Matter: The Hamburg Dependency Treebank".
    in Proceedings of the Language Resources and Evaluation Conference 2014 / European Language Resources Association (ELRA) (2014)
    pdf -- URN -- bibtex -- The HDT
    @InProceedings{foth14:HDT,
      author =               {Kilian A. Foth and Arne Köhn and Niels Beuck and Wolfgang Menzel},
      title =                {Because Size Does Matter: The {Hamburg Dependency Treebank}},
      url =          {http://http://nats-www.informatik.uni-hamburg.de/HDT/},
      publisher = {European Language Resources Association (ELRA)},
      booktitle = {Proceedings of the {L}anguage {R}esources and {E}valuation {C}onference 2014},
      year =         2014,
      organization = {LREC},
    }
  • Niels Beuck, Arne Köhn, and Wolfgang Menzel. 2013.
    "Predictive incremental parsing and its evaluation".
    in Kim Gerdes, Eva Hajičová, Leo Wanner, editors, _Computational Dependency Theory_, volume 258 of Frontiers in Artificial Intelligence and Applications, IOS press.
    pdf -- URN -- bibtex
    @InCollection{beuck13:PredIncr,
    author ={Niels Beuck and Arne Köhn and Wolfgang Menzel},
    editor ={Kim Gerdes and Eva Hajičová and Leo Wanner},
    booktitle ={Computational Dependency Theory},
    title ={Predictive Incremental Parsing and its Evaluation},
    publisher ={IOS press},
    year =2013,
    url = {http://dx.doi.org/10.3233/978-1-61499-352-0-186},
    volume =258,
    series ={Frontiers in Artificial Intelligence and Applications},
    pages ={186 - 206}}
  • Arne Köhn and Wolfgang Menzel. 2013.
    "Incremental and Predictive Dependency Parsing under Real-Time Conditions".
    in _Proceedings of the International Conference Recent Advances in Natural Language Processing 2013_.
    pdf -- URN -- bibtex
    @InProceedings{kohn-menzel:2013:RANLP-2013,
      author    = {K\"{o}hn, Arne  and  Menzel, Wolfgang},
      title     = {Incremental and Predictive Dependency Parsing under Real-Time Conditions},
      booktitle = {Proceedings of the International Conference Recent Advances in Natural Language Processing RANLP 2013},
      month     = {September},
      year      = {2013},
      address   = {Hissar, Bulgaria},
      publisher = {INCOMA Ltd. Shoumen, BULGARIA},
      pages     = {373--381},
      url       = {http://www.aclweb.org/anthology/R13-1048}
    }
    
  • Niels Beuck, Arne Köhn and Wolfgang Menzel. 2011.
    "Incremental parsing and the evaluation of partial dependency analyses".
    in In _DepLing 2011, Proceedings of the 1st International Conference on Dependency Linguistics_.
    pdf -- URN -- bibtex
    @InProceedings{beuck:11:pda,
      author =               {Niels Beuck and Arne Köhn and Wolfgang Menzel},
      title =                {Incremental parsing and the evaluation of partial dependency analyses},
      booktitle = {Proceedings of the 1st International Conference on Dependency Linguistics},
      year =         {2011},
      organization = {Depling 2011}}
    
  • Niels Beuck, Arne Köhn and Wolfgang Menzel. 2011.
    "Decision Strategies for Incremental POS Tagging".
    in Proceedings of the 18th Nordic Conference of Computational Linguistics NODALIDA 2011.
    pdf URN -- bibtex --
    @InProceedings{beuck11:_decis_strat_increm_pos_taggin,
      author =               {Niels Beuck and Arne Köhn and Wolfgang Menzel},
      title =                {Decision Strategies for Incremental POS Tagging},
      booktitle = {Proceedings of the 18th Nordic Conference of Computational Linguistics NODALIDA 2011},
      year =         2011,
      editor =   {Bolette Sandford Pedersen and Gunta Ne\v spore and Inguna Skadina},
      volume =       11,
      series =       {NEALT Proceedings},
      pages =        {26--33},
      publisher = {Northern European Association for Language Technology (NEALT) }
    }
    

Theses

  • Arne Köhn. 2012.
    "Predictive Incremental Dependency Parsing Under Time Constraints".
    master's thesis.
    pdf -- URN -- bibtex
    @mastersthesis{Koehn12,
        author = {Arne Köhn},
        title = {Predictive Incremental Dependency Parsing Under Time
    Constraints},
        school = {Universität Hamburg},
        year = {2012},
        address = {},
        language = {eng},
    }
    
  • Arne Köhn. 2009.
    "Inkrementelle Part-of-Speech-Tagger".
    bachelor thesis.