Selected Publications


    Isabelle Augenstein, Sebastian Ruder, Anders Søgaard. Multi-task Learning of Pairwise Sequence Classification Tasks Over Disparate Label Spaces. 16th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL HLT 2018), to appear.

    Johannes Bjerva, Isabelle Augenstein. Unsupervised Linguistic Typology at Different Levels with Language Embeddings. 16th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL HLT 2018), to appear.

    Isabelle Augenstein, Anders Søgaard. Multi-Task Learning of Keyphrase Boundary Classification. Proceedings of 55th Annual Meeting of the Association for Computational Linguistics: Short Papers (ACL 2017), August 2017. [Poster]

    Isabelle Augenstein, Tim Rocktäschel, Andreas Vlachos, Kalina Bontcheva. Twitter Stance Detection with Bidirectional Conditional Encoding. Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP 2016), November 2016. [Poster] [Promo Slide]

    Ben Eisner, Tim Rocktäschel, Isabelle Augenstein, Matko Bosnjak, Sebastian Riedel. emoji2vec: Learning Emoji Representations from their Description. Proceedings of the International Workshop on Natural Language Processing for Social Media at EMNLP 2016, November 2016. Best Paper, also featured in Denny Britz's AI Newsletter. [Poster].

2018


    Isabelle Augenstein, Sebastian Ruder, Anders Søgaard. Multi-task Learning of Pairwise Sequence Classification Tasks Over Disparate Label Spaces. 16th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL HLT 2018), to appear.

    Johannes Bjerva, Isabelle Augenstein. Unsupervised Linguistic Typology at Different Levels with Language Embeddings. 16th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL HLT 2018), to appear.

    Johannes Bjerva, Isabelle Augenstein. Tracking Typological Traits of Uralic Languages in Distributed Language Representations. Fourth International Workshop on Computational Linguistics for Uralic Languages, January 2018. [Slides]

2017


2016


2015


2014


2013


2012


2011