@proceedings{ws-2019-representation,
    title = "Proceedings of the 4th Workshop on Representation Learning for NLP (RepL4NLP-2019)",
    editor = "Augenstein, Isabelle  and
      Gella, Spandana  and
      Ruder, Sebastian  and
      Kann, Katharina  and
      Can, Burcu  and
      Welbl, Johannes  and
      Conneau, Alexis  and
      Ren, Xiang  and
      Rei, Marek",
    month = aug,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W19-4300/"
}
@inproceedings{benton-etal-2019-deep,
    title = "Deep Generalized Canonical Correlation Analysis",
    author = "Benton, Adrian  and
      Khayrallah, Huda  and
      Gujral, Biman  and
      Reisinger, Dee Ann  and
      Zhang, Sheng  and
      Arora, Raman",
    editor = "Augenstein, Isabelle  and
      Gella, Spandana  and
      Ruder, Sebastian  and
      Kann, Katharina  and
      Can, Burcu  and
      Welbl, Johannes  and
      Conneau, Alexis  and
      Ren, Xiang  and
      Rei, Marek",
    booktitle = "Proceedings of the 4th Workshop on Representation Learning for NLP (RepL4NLP-2019)",
    month = aug,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W19-4301/",
    doi = "10.18653/v1/W19-4301",
    pages = "1--6"
}
@inproceedings{peters-etal-2019-tune,
    title = "To Tune or Not to Tune? Adapting Pretrained Representations to Diverse Tasks",
    author = "Peters, Matthew E.  and
      Ruder, Sebastian  and
      Smith, Noah A.",
    editor = "Augenstein, Isabelle  and
      Gella, Spandana  and
      Ruder, Sebastian  and
      Kann, Katharina  and
      Can, Burcu  and
      Welbl, Johannes  and
      Conneau, Alexis  and
      Ren, Xiang  and
      Rei, Marek",
    booktitle = "Proceedings of the 4th Workshop on Representation Learning for NLP (RepL4NLP-2019)",
    month = aug,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W19-4302/",
    doi = "10.18653/v1/W19-4302",
    pages = "7--14"
}
@inproceedings{budhkar-etal-2019-generative,
    title = "Generative Adversarial Networks for Text Using Word2vec Intermediaries",
    author = "Budhkar, Akshay  and
      Vishnubhotla, Krishnapriya  and
      Hossain, Safwan  and
      Rudzicz, Frank",
    editor = "Augenstein, Isabelle  and
      Gella, Spandana  and
      Ruder, Sebastian  and
      Kann, Katharina  and
      Can, Burcu  and
      Welbl, Johannes  and
      Conneau, Alexis  and
      Ren, Xiang  and
      Rei, Marek",
    booktitle = "Proceedings of the 4th Workshop on Representation Learning for NLP (RepL4NLP-2019)",
    month = aug,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W19-4303/",
    doi = "10.18653/v1/W19-4303",
    pages = "15--26"
}
@inproceedings{raganato-etal-2019-evaluation,
    title = "An Evaluation of Language-Agnostic Inner-Attention-Based Representations in Machine Translation",
    author = {Raganato, Alessandro  and
      V{\'a}zquez, Ra{\'u}l  and
      Creutz, Mathias  and
      Tiedemann, J{\"o}rg},
    editor = "Augenstein, Isabelle  and
      Gella, Spandana  and
      Ruder, Sebastian  and
      Kann, Katharina  and
      Can, Burcu  and
      Welbl, Johannes  and
      Conneau, Alexis  and
      Ren, Xiang  and
      Rei, Marek",
    booktitle = "Proceedings of the 4th Workshop on Representation Learning for NLP (RepL4NLP-2019)",
    month = aug,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W19-4304/",
    doi = "10.18653/v1/W19-4304",
    pages = "27--32"
}
@inproceedings{vazquez-etal-2019-multilingual,
    title = "Multilingual {NMT} with a Language-Independent Attention Bridge",
    author = {V{\'a}zquez, Ra{\'u}l  and
      Raganato, Alessandro  and
      Tiedemann, J{\"o}rg  and
      Creutz, Mathias},
    editor = "Augenstein, Isabelle  and
      Gella, Spandana  and
      Ruder, Sebastian  and
      Kann, Katharina  and
      Can, Burcu  and
      Welbl, Johannes  and
      Conneau, Alexis  and
      Ren, Xiang  and
      Rei, Marek",
    booktitle = "Proceedings of the 4th Workshop on Representation Learning for NLP (RepL4NLP-2019)",
    month = aug,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W19-4305/",
    doi = "10.18653/v1/W19-4305",
    pages = "33--39"
}
@inproceedings{kodryan-etal-2019-efficient,
    title = "Efficient Language Modeling with Automatic Relevance Determination in Recurrent Neural Networks",
    author = "Kodryan, Maxim  and
      Grachev, Artem  and
      Ignatov, Dmitry  and
      Vetrov, Dmitry",
    editor = "Augenstein, Isabelle  and
      Gella, Spandana  and
      Ruder, Sebastian  and
      Kann, Katharina  and
      Can, Burcu  and
      Welbl, Johannes  and
      Conneau, Alexis  and
      Ren, Xiang  and
      Rei, Marek",
    booktitle = "Proceedings of the 4th Workshop on Representation Learning for NLP (RepL4NLP-2019)",
    month = aug,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W19-4306/",
    doi = "10.18653/v1/W19-4306",
    pages = "40--48"
}
@inproceedings{rethmeier-plank-2019-morty,
    title = "{M}o{RT}y: Unsupervised Learning of Task-specialized Word Embeddings by Autoencoding",
    author = "Rethmeier, Nils  and
      Plank, Barbara",
    editor = "Augenstein, Isabelle  and
      Gella, Spandana  and
      Ruder, Sebastian  and
      Kann, Katharina  and
      Can, Burcu  and
      Welbl, Johannes  and
      Conneau, Alexis  and
      Ren, Xiang  and
      Rei, Marek",
    booktitle = "Proceedings of the 4th Workshop on Representation Learning for NLP (RepL4NLP-2019)",
    month = aug,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W19-4307/",
    doi = "10.18653/v1/W19-4307",
    pages = "49--54"
}
@inproceedings{eger-etal-2019-pitfalls,
    title = "Pitfalls in the Evaluation of Sentence Embeddings",
    author = {Eger, Steffen  and
      R{\"u}ckl{\'e}, Andreas  and
      Gurevych, Iryna},
    editor = "Augenstein, Isabelle  and
      Gella, Spandana  and
      Ruder, Sebastian  and
      Kann, Katharina  and
      Can, Burcu  and
      Welbl, Johannes  and
      Conneau, Alexis  and
      Ren, Xiang  and
      Rei, Marek",
    booktitle = "Proceedings of the 4th Workshop on Representation Learning for NLP (RepL4NLP-2019)",
    month = aug,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W19-4308/",
    doi = "10.18653/v1/W19-4308",
    pages = "55--60"
}
@inproceedings{kim-etal-2019-learning,
    title = "Learning Bilingual Sentence Embeddings via Autoencoding and Computing Similarities with a Multilayer Perceptron",
    author = "Kim, Yunsu  and
      Rosendahl, Hendrik  and
      Rossenbach, Nick  and
      Rosendahl, Jan  and
      Khadivi, Shahram  and
      Ney, Hermann",
    editor = "Augenstein, Isabelle  and
      Gella, Spandana  and
      Ruder, Sebastian  and
      Kann, Katharina  and
      Can, Burcu  and
      Welbl, Johannes  and
      Conneau, Alexis  and
      Ren, Xiang  and
      Rei, Marek",
    booktitle = "Proceedings of the 4th Workshop on Representation Learning for NLP (RepL4NLP-2019)",
    month = aug,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W19-4309/",
    doi = "10.18653/v1/W19-4309",
    pages = "61--71"
}
@inproceedings{kamath-etal-2019-specializing,
    title = "Specializing Distributional Vectors of All Words for Lexical Entailment",
    author = "Kamath, Aishwarya  and
      Pfeiffer, Jonas  and
      Ponti, Edoardo Maria  and
      Glava{\v{s}}, Goran  and
      Vuli{\'c}, Ivan",
    editor = "Augenstein, Isabelle  and
      Gella, Spandana  and
      Ruder, Sebastian  and
      Kann, Katharina  and
      Can, Burcu  and
      Welbl, Johannes  and
      Conneau, Alexis  and
      Ren, Xiang  and
      Rei, Marek",
    booktitle = "Proceedings of the 4th Workshop on Representation Learning for NLP (RepL4NLP-2019)",
    month = aug,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W19-4310/",
    doi = "10.18653/v1/W19-4310",
    pages = "72--83"
}
@inproceedings{kalouli-etal-2019-composing,
    title = "Composing Noun Phrase Vector Representations",
    author = "Kalouli, Aikaterini-Lida  and
      de Paiva, Valeria  and
      Crouch, Richard",
    editor = "Augenstein, Isabelle  and
      Gella, Spandana  and
      Ruder, Sebastian  and
      Kann, Katharina  and
      Can, Burcu  and
      Welbl, Johannes  and
      Conneau, Alexis  and
      Ren, Xiang  and
      Rei, Marek",
    booktitle = "Proceedings of the 4th Workshop on Representation Learning for NLP (RepL4NLP-2019)",
    month = aug,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W19-4311/",
    doi = "10.18653/v1/W19-4311",
    pages = "84--95"
}
@inproceedings{schweter-baiter-2019-towards,
    title = "Towards Robust Named Entity Recognition for Historic {G}erman",
    author = "Schweter, Stefan  and
      Baiter, Johannes",
    editor = "Augenstein, Isabelle  and
      Gella, Spandana  and
      Ruder, Sebastian  and
      Kann, Katharina  and
      Can, Burcu  and
      Welbl, Johannes  and
      Conneau, Alexis  and
      Ren, Xiang  and
      Rei, Marek",
    booktitle = "Proceedings of the 4th Workshop on Representation Learning for NLP (RepL4NLP-2019)",
    month = aug,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W19-4312/",
    doi = "10.18653/v1/W19-4312",
    pages = "96--103"
}
@inproceedings{wang-etal-2019-evaluating,
    title = "On Evaluating Embedding Models for Knowledge Base Completion",
    author = "Wang, Yanjie  and
      Ruffinelli, Daniel  and
      Gemulla, Rainer  and
      Broscheit, Samuel  and
      Meilicke, Christian",
    editor = "Augenstein, Isabelle  and
      Gella, Spandana  and
      Ruder, Sebastian  and
      Kann, Katharina  and
      Can, Burcu  and
      Welbl, Johannes  and
      Conneau, Alexis  and
      Ren, Xiang  and
      Rei, Marek",
    booktitle = "Proceedings of the 4th Workshop on Representation Learning for NLP (RepL4NLP-2019)",
    month = aug,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W19-4313/",
    doi = "10.18653/v1/W19-4313",
    pages = "104--112"
}
@inproceedings{kogkalidis-etal-2019-constructive,
    title = "Constructive Type-Logical Supertagging With Self-Attention Networks",
    author = "Kogkalidis, Konstantinos  and
      Moortgat, Michael  and
      Deoskar, Tejaswini",
    editor = "Augenstein, Isabelle  and
      Gella, Spandana  and
      Ruder, Sebastian  and
      Kann, Katharina  and
      Can, Burcu  and
      Welbl, Johannes  and
      Conneau, Alexis  and
      Ren, Xiang  and
      Rei, Marek",
    booktitle = "Proceedings of the 4th Workshop on Representation Learning for NLP (RepL4NLP-2019)",
    month = aug,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W19-4314/",
    doi = "10.18653/v1/W19-4314",
    pages = "113--123"
}
@inproceedings{eikema-aziz-2019-auto,
    title = "Auto-Encoding Variational Neural Machine Translation",
    author = "Eikema, Bryan  and
      Aziz, Wilker",
    editor = "Augenstein, Isabelle  and
      Gella, Spandana  and
      Ruder, Sebastian  and
      Kann, Katharina  and
      Can, Burcu  and
      Welbl, Johannes  and
      Conneau, Alexis  and
      Ren, Xiang  and
      Rei, Marek",
    booktitle = "Proceedings of the 4th Workshop on Representation Learning for NLP (RepL4NLP-2019)",
    month = aug,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W19-4315/",
    doi = "10.18653/v1/W19-4315",
    pages = "124--141"
}
@inproceedings{shi-etal-2019-learning,
    title = "Learning Bilingual Word Embeddings Using Lexical Definitions",
    author = "Shi, Weijia  and
      Chen, Muhao  and
      Tian, Yingtao  and
      Chang, Kai-Wei",
    editor = "Augenstein, Isabelle  and
      Gella, Spandana  and
      Ruder, Sebastian  and
      Kann, Katharina  and
      Can, Burcu  and
      Welbl, Johannes  and
      Conneau, Alexis  and
      Ren, Xiang  and
      Rei, Marek",
    booktitle = "Proceedings of the 4th Workshop on Representation Learning for NLP (RepL4NLP-2019)",
    month = aug,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W19-4316/",
    doi = "10.18653/v1/W19-4316",
    pages = "142--147"
}
@inproceedings{garcia-silva-etal-2019-empirical,
    title = "An Empirical Study on Pre-trained Embeddings and Language Models for Bot Detection",
    author = "Garcia-Silva, Andres  and
      Berrio, Cristian  and
      G{\'o}mez-P{\'e}rez, Jos{\'e} Manuel",
    editor = "Augenstein, Isabelle  and
      Gella, Spandana  and
      Ruder, Sebastian  and
      Kann, Katharina  and
      Can, Burcu  and
      Welbl, Johannes  and
      Conneau, Alexis  and
      Ren, Xiang  and
      Rei, Marek",
    booktitle = "Proceedings of the 4th Workshop on Representation Learning for NLP (RepL4NLP-2019)",
    month = aug,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W19-4317/",
    doi = "10.18653/v1/W19-4317",
    pages = "148--155"
}
@inproceedings{ravishankar-etal-2019-probing,
    title = "Probing Multilingual Sentence Representations With {X}-Probe",
    author = "Ravishankar, Vinit  and
      {\O}vrelid, Lilja  and
      Velldal, Erik",
    editor = "Augenstein, Isabelle  and
      Gella, Spandana  and
      Ruder, Sebastian  and
      Kann, Katharina  and
      Can, Burcu  and
      Welbl, Johannes  and
      Conneau, Alexis  and
      Ren, Xiang  and
      Rei, Marek",
    booktitle = "Proceedings of the 4th Workshop on Representation Learning for NLP (RepL4NLP-2019)",
    month = aug,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W19-4318/",
    doi = "10.18653/v1/W19-4318",
    pages = "156--168"
}
@inproceedings{lopez-etal-2019-fine,
    title = "Fine-Grained Entity Typing in Hyperbolic Space",
    author = "L{\'o}pez, Federico  and
      Heinzerling, Benjamin  and
      Strube, Michael",
    editor = "Augenstein, Isabelle  and
      Gella, Spandana  and
      Ruder, Sebastian  and
      Kann, Katharina  and
      Can, Burcu  and
      Welbl, Johannes  and
      Conneau, Alexis  and
      Ren, Xiang  and
      Rei, Marek",
    booktitle = "Proceedings of the 4th Workshop on Representation Learning for NLP (RepL4NLP-2019)",
    month = aug,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W19-4319/",
    doi = "10.18653/v1/W19-4319",
    pages = "169--180"
}
@inproceedings{winata-etal-2019-learning,
    title = "Learning Multilingual Meta-Embeddings for Code-Switching Named Entity Recognition",
    author = "Winata, Genta Indra  and
      Lin, Zhaojiang  and
      Fung, Pascale",
    editor = "Augenstein, Isabelle  and
      Gella, Spandana  and
      Ruder, Sebastian  and
      Kann, Katharina  and
      Can, Burcu  and
      Welbl, Johannes  and
      Conneau, Alexis  and
      Ren, Xiang  and
      Rei, Marek",
    booktitle = "Proceedings of the 4th Workshop on Representation Learning for NLP (RepL4NLP-2019)",
    month = aug,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W19-4320/",
    doi = "10.18653/v1/W19-4320",
    pages = "181--186"
}
@inproceedings{dobrossy-etal-2019-investigating,
    title = "Investigating Sub-Word Embedding Strategies for the Morphologically Rich and Free Phrase-Order {H}ungarian",
    author = {D{\"o}br{\"o}ssy, B{\'a}lint  and
      Makrai, M{\'a}rton  and
      Tarj{\'a}n, Bal{\'a}zs  and
      Szasz{\'a}k, Gy{\"o}rgy},
    editor = "Augenstein, Isabelle  and
      Gella, Spandana  and
      Ruder, Sebastian  and
      Kann, Katharina  and
      Can, Burcu  and
      Welbl, Johannes  and
      Conneau, Alexis  and
      Ren, Xiang  and
      Rei, Marek",
    booktitle = "Proceedings of the 4th Workshop on Representation Learning for NLP (RepL4NLP-2019)",
    month = aug,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W19-4321/",
    doi = "10.18653/v1/W19-4321",
    pages = "187--193"
}
@inproceedings{hadifar-etal-2019-self,
    title = "A Self-Training Approach for Short Text Clustering",
    author = "Hadifar, Amir  and
      Sterckx, Lucas  and
      Demeester, Thomas  and
      Develder, Chris",
    editor = "Augenstein, Isabelle  and
      Gella, Spandana  and
      Ruder, Sebastian  and
      Kann, Katharina  and
      Can, Burcu  and
      Welbl, Johannes  and
      Conneau, Alexis  and
      Ren, Xiang  and
      Rei, Marek",
    booktitle = "Proceedings of the 4th Workshop on Representation Learning for NLP (RepL4NLP-2019)",
    month = aug,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W19-4322/",
    doi = "10.18653/v1/W19-4322",
    pages = "194--199"
}
@inproceedings{gupta-etal-2019-improving,
    title = "Improving Word Embeddings Using Kernel {PCA}",
    author = {Gupta, Vishwani  and
      Giesselbach, Sven  and
      R{\"u}ping, Stefan  and
      Bauckhage, Christian},
    editor = "Augenstein, Isabelle  and
      Gella, Spandana  and
      Ruder, Sebastian  and
      Kann, Katharina  and
      Can, Burcu  and
      Welbl, Johannes  and
      Conneau, Alexis  and
      Ren, Xiang  and
      Rei, Marek",
    booktitle = "Proceedings of the 4th Workshop on Representation Learning for NLP (RepL4NLP-2019)",
    month = aug,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W19-4323/",
    doi = "10.18653/v1/W19-4323",
    pages = "200--208"
}
@inproceedings{ulmer-etal-2019-assessing,
    title = "Assessing Incrementality in Sequence-to-Sequence Models",
    author = "Ulmer, Dennis  and
      Hupkes, Dieuwke  and
      Bruni, Elia",
    editor = "Augenstein, Isabelle  and
      Gella, Spandana  and
      Ruder, Sebastian  and
      Kann, Katharina  and
      Can, Burcu  and
      Welbl, Johannes  and
      Conneau, Alexis  and
      Ren, Xiang  and
      Rei, Marek",
    booktitle = "Proceedings of the 4th Workshop on Representation Learning for NLP (RepL4NLP-2019)",
    month = aug,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W19-4324/",
    doi = "10.18653/v1/W19-4324",
    pages = "209--217"
}
@inproceedings{gupta-carvalho-2019-committee,
    title = "On Committee Representations of Adversarial Learning Models for Question-Answer Ranking",
    author = "Gupta, Sparsh  and
      Carvalho, Vitor",
    editor = "Augenstein, Isabelle  and
      Gella, Spandana  and
      Ruder, Sebastian  and
      Kann, Katharina  and
      Can, Burcu  and
      Welbl, Johannes  and
      Conneau, Alexis  and
      Ren, Xiang  and
      Rei, Marek",
    booktitle = "Proceedings of the 4th Workshop on Representation Learning for NLP (RepL4NLP-2019)",
    month = aug,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W19-4325/",
    doi = "10.18653/v1/W19-4325",
    pages = "218--223"
}
@inproceedings{obamuyide-vlachos-2019-meta,
    title = "Meta-Learning Improves Lifelong Relation Extraction",
    author = "Obamuyide, Abiola  and
      Vlachos, Andreas",
    editor = "Augenstein, Isabelle  and
      Gella, Spandana  and
      Ruder, Sebastian  and
      Kann, Katharina  and
      Can, Burcu  and
      Welbl, Johannes  and
      Conneau, Alexis  and
      Ren, Xiang  and
      Rei, Marek",
    booktitle = "Proceedings of the 4th Workshop on Representation Learning for NLP (RepL4NLP-2019)",
    month = aug,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W19-4326/",
    doi = "10.18653/v1/W19-4326",
    pages = "224--229"
}
@inproceedings{shakurova-etal-2019-best,
    title = "Best Practices for Learning Domain-Specific Cross-Lingual Embeddings",
    author = "Shakurova, Lena  and
      Nyari, Beata  and
      Li, Chao  and
      Rotaru, Mihai",
    editor = "Augenstein, Isabelle  and
      Gella, Spandana  and
      Ruder, Sebastian  and
      Kann, Katharina  and
      Can, Burcu  and
      Welbl, Johannes  and
      Conneau, Alexis  and
      Ren, Xiang  and
      Rei, Marek",
    booktitle = "Proceedings of the 4th Workshop on Representation Learning for NLP (RepL4NLP-2019)",
    month = aug,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W19-4327/",
    doi = "10.18653/v1/W19-4327",
    pages = "230--234"
}
@inproceedings{raunak-etal-2019-effective,
    title = "Effective Dimensionality Reduction for Word Embeddings",
    author = "Raunak, Vikas  and
      Gupta, Vivek  and
      Metze, Florian",
    editor = "Augenstein, Isabelle  and
      Gella, Spandana  and
      Ruder, Sebastian  and
      Kann, Katharina  and
      Can, Burcu  and
      Welbl, Johannes  and
      Conneau, Alexis  and
      Ren, Xiang  and
      Rei, Marek",
    booktitle = "Proceedings of the 4th Workshop on Representation Learning for NLP (RepL4NLP-2019)",
    month = aug,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W19-4328/",
    doi = "10.18653/v1/W19-4328",
    pages = "235--243"
}
@inproceedings{zobnin-elistratova-2019-learning,
    title = "Learning Word Embeddings without Context Vectors",
    author = "Zobnin, Alexey  and
      Elistratova, Evgenia",
    editor = "Augenstein, Isabelle  and
      Gella, Spandana  and
      Ruder, Sebastian  and
      Kann, Katharina  and
      Can, Burcu  and
      Welbl, Johannes  and
      Conneau, Alexis  and
      Ren, Xiang  and
      Rei, Marek",
    booktitle = "Proceedings of the 4th Workshop on Representation Learning for NLP (RepL4NLP-2019)",
    month = aug,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W19-4329/",
    doi = "10.18653/v1/W19-4329",
    pages = "244--249"
}
@inproceedings{chidambaram-etal-2019-learning,
    title = "Learning Cross-Lingual Sentence Representations via a Multi-task Dual-Encoder Model",
    author = "Chidambaram, Muthu  and
      Yang, Yinfei  and
      Cer, Daniel  and
      Yuan, Steve  and
      Sung, Yunhsuan  and
      Strope, Brian  and
      Kurzweil, Ray",
    editor = "Augenstein, Isabelle  and
      Gella, Spandana  and
      Ruder, Sebastian  and
      Kann, Katharina  and
      Can, Burcu  and
      Welbl, Johannes  and
      Conneau, Alexis  and
      Ren, Xiang  and
      Rei, Marek",
    booktitle = "Proceedings of the 4th Workshop on Representation Learning for NLP (RepL4NLP-2019)",
    month = aug,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W19-4330/",
    doi = "10.18653/v1/W19-4330",
    pages = "250--259"
}
@inproceedings{barezi-fung-2019-modality,
    title = "Modality-based Factorization for Multimodal Fusion",
    author = "Barezi, Elham J.  and
      Fung, Pascale",
    editor = "Augenstein, Isabelle  and
      Gella, Spandana  and
      Ruder, Sebastian  and
      Kann, Katharina  and
      Can, Burcu  and
      Welbl, Johannes  and
      Conneau, Alexis  and
      Ren, Xiang  and
      Rei, Marek",
    booktitle = "Proceedings of the 4th Workshop on Representation Learning for NLP (RepL4NLP-2019)",
    month = aug,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W19-4331/",
    doi = "10.18653/v1/W19-4331",
    pages = "260--269"
}
@inproceedings{ezeani-etal-2019-leveraging,
    title = "Leveraging Pre-Trained Embeddings for {W}elsh Taggers",
    author = "Ezeani, Ignatius  and
      Piao, Scott  and
      Neale, Steven  and
      Rayson, Paul  and
      Knight, Dawn",
    editor = "Augenstein, Isabelle  and
      Gella, Spandana  and
      Ruder, Sebastian  and
      Kann, Katharina  and
      Can, Burcu  and
      Welbl, Johannes  and
      Conneau, Alexis  and
      Ren, Xiang  and
      Rei, Marek",
    booktitle = "Proceedings of the 4th Workshop on Representation Learning for NLP (RepL4NLP-2019)",
    month = aug,
    year = "2019",
    address = "Florence, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W19-4332/",
    doi = "10.18653/v1/W19-4332",
    pages = "270--280"
}