@proceedings{ws-2018-representation,
    title = "Proceedings of the Third Workshop on Representation Learning for {NLP}",
    editor = "Augenstein, Isabelle  and
      Cao, Kris  and
      He, He  and
      Hill, Felix  and
      Gella, Spandana  and
      Kiros, Jamie  and
      Mei, Hongyuan  and
      Misra, Dipendra",
    month = jul,
    year = "2018",
    address = "Melbourne, Australia",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W18-3000/"
}
@inproceedings{altszyler-etal-2018-corpus,
    title = "Corpus Specificity in {LSA} and Word2vec: The Role of Out-of-Domain Documents",
    author = "Altszyler, Edgar  and
      Sigman, Mariano  and
      Fern{\'a}ndez Slezak, Diego",
    editor = "Augenstein, Isabelle  and
      Cao, Kris  and
      He, He  and
      Hill, Felix  and
      Gella, Spandana  and
      Kiros, Jamie  and
      Mei, Hongyuan  and
      Misra, Dipendra",
    booktitle = "Proceedings of the Third Workshop on Representation Learning for {NLP}",
    month = jul,
    year = "2018",
    address = "Melbourne, Australia",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W18-3001/",
    doi = "10.18653/v1/W18-3001",
    pages = "1--10"
}
@inproceedings{gao-etal-2018-hierarchical,
    title = "Hierarchical Convolutional Attention Networks for Text Classification",
    author = "Gao, Shang  and
      Ramanathan, Arvind  and
      Tourassi, Georgia",
    editor = "Augenstein, Isabelle  and
      Cao, Kris  and
      He, He  and
      Hill, Felix  and
      Gella, Spandana  and
      Kiros, Jamie  and
      Mei, Hongyuan  and
      Misra, Dipendra",
    booktitle = "Proceedings of the Third Workshop on Representation Learning for {NLP}",
    month = jul,
    year = "2018",
    address = "Melbourne, Australia",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W18-3002/",
    doi = "10.18653/v1/W18-3002",
    pages = "11--23"
}
@inproceedings{jo-choi-2018-extrofitting,
    title = "{E}xtrofitting: Enriching Word Representation and its Vector Space with Semantic Lexicons",
    author = "Jo, Hwiyeol  and
      Choi, Stanley Jungkyu",
    editor = "Augenstein, Isabelle  and
      Cao, Kris  and
      He, He  and
      Hill, Felix  and
      Gella, Spandana  and
      Kiros, Jamie  and
      Mei, Hongyuan  and
      Misra, Dipendra",
    booktitle = "Proceedings of the Third Workshop on Representation Learning for {NLP}",
    month = jul,
    year = "2018",
    address = "Melbourne, Australia",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W18-3003/",
    doi = "10.18653/v1/W18-3003",
    pages = "24--29"
}
@inproceedings{moirangthem-lee-2018-chat,
    title = "Chat Discrimination for Intelligent Conversational Agents with a Hybrid {CNN}-{LMTGRU} Network",
    author = "Moirangthem, Dennis Singh  and
      Lee, Minho",
    editor = "Augenstein, Isabelle  and
      Cao, Kris  and
      He, He  and
      Hill, Felix  and
      Gella, Spandana  and
      Kiros, Jamie  and
      Mei, Hongyuan  and
      Misra, Dipendra",
    booktitle = "Proceedings of the Third Workshop on Representation Learning for {NLP}",
    month = jul,
    year = "2018",
    address = "Melbourne, Australia",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W18-3004/",
    doi = "10.18653/v1/W18-3004",
    pages = "30--40"
}
@inproceedings{salama-etal-2018-text,
    title = "Text Completion using Context-Integrated Dependency Parsing",
    author = {Salama, Amr Rekaby  and
      Ala{\c{c}}am, {\"O}zge  and
      Menzel, Wolfgang},
    editor = "Augenstein, Isabelle  and
      Cao, Kris  and
      He, He  and
      Hill, Felix  and
      Gella, Spandana  and
      Kiros, Jamie  and
      Mei, Hongyuan  and
      Misra, Dipendra",
    booktitle = "Proceedings of the Third Workshop on Representation Learning for {NLP}",
    month = jul,
    year = "2018",
    address = "Melbourne, Australia",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W18-3005/",
    doi = "10.18653/v1/W18-3005",
    pages = "41--49"
}
@inproceedings{li-etal-2018-quantum,
    title = "Quantum-Inspired Complex Word Embedding",
    author = "Li, Qiuchi  and
      Uprety, Sagar  and
      Wang, Benyou  and
      Song, Dawei",
    editor = "Augenstein, Isabelle  and
      Cao, Kris  and
      He, He  and
      Hill, Felix  and
      Gella, Spandana  and
      Kiros, Jamie  and
      Mei, Hongyuan  and
      Misra, Dipendra",
    booktitle = "Proceedings of the Third Workshop on Representation Learning for {NLP}",
    month = jul,
    year = "2018",
    address = "Melbourne, Australia",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W18-3006/",
    doi = "10.18653/v1/W18-3006",
    pages = "50--57"
}
@inproceedings{nishida-etal-2018-natural,
    title = "Natural Language Inference with Definition Embedding Considering Context On the Fly",
    author = "Nishida, Kosuke  and
      Nishida, Kyosuke  and
      Asano, Hisako  and
      Tomita, Junji",
    editor = "Augenstein, Isabelle  and
      Cao, Kris  and
      He, He  and
      Hill, Felix  and
      Gella, Spandana  and
      Kiros, Jamie  and
      Mei, Hongyuan  and
      Misra, Dipendra",
    booktitle = "Proceedings of the Third Workshop on Representation Learning for {NLP}",
    month = jul,
    year = "2018",
    address = "Melbourne, Australia",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W18-3007/",
    doi = "10.18653/v1/W18-3007",
    pages = "58--63"
}
@inproceedings{pivovarova-yangarber-2018-comparison,
    title = "Comparison of Representations of Named Entities for Document Classification",
    author = "Pivovarova, Lidia  and
      Yangarber, Roman",
    editor = "Augenstein, Isabelle  and
      Cao, Kris  and
      He, He  and
      Hill, Felix  and
      Gella, Spandana  and
      Kiros, Jamie  and
      Mei, Hongyuan  and
      Misra, Dipendra",
    booktitle = "Proceedings of the Third Workshop on Representation Learning for {NLP}",
    month = jul,
    year = "2018",
    address = "Melbourne, Australia",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W18-3008/",
    doi = "10.18653/v1/W18-3008",
    pages = "64--68"
}
@inproceedings{tang-etal-2018-speeding,
    title = "Speeding up Context-based Sentence Representation Learning with Non-autoregressive Convolutional Decoding",
    author = "Tang, Shuai  and
      Jin, Hailin  and
      Fang, Chen  and
      Wang, Zhaowen  and
      de Sa, Virginia",
    editor = "Augenstein, Isabelle  and
      Cao, Kris  and
      He, He  and
      Hill, Felix  and
      Gella, Spandana  and
      Kiros, Jamie  and
      Mei, Hongyuan  and
      Misra, Dipendra",
    booktitle = "Proceedings of the Third Workshop on Representation Learning for {NLP}",
    month = jul,
    year = "2018",
    address = "Melbourne, Australia",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W18-3009/",
    doi = "10.18653/v1/W18-3009",
    pages = "69--78"
}
@inproceedings{levi-2018-connecting,
    title = "Connecting Supervised and Unsupervised Sentence Embeddings",
    author = "Levi, Gil",
    editor = "Augenstein, Isabelle  and
      Cao, Kris  and
      He, He  and
      Hill, Felix  and
      Gella, Spandana  and
      Kiros, Jamie  and
      Mei, Hongyuan  and
      Misra, Dipendra",
    booktitle = "Proceedings of the Third Workshop on Representation Learning for {NLP}",
    month = jul,
    year = "2018",
    address = "Melbourne, Australia",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W18-3010/",
    doi = "10.18653/v1/W18-3010",
    pages = "79--83"
}
@inproceedings{chen-sheng-2018-hybrid,
    title = "A Hybrid Learning Scheme for {C}hinese Word Embedding",
    author = "Chen, Wenfan  and
      Sheng, Weiguo",
    editor = "Augenstein, Isabelle  and
      Cao, Kris  and
      He, He  and
      Hill, Felix  and
      Gella, Spandana  and
      Kiros, Jamie  and
      Mei, Hongyuan  and
      Misra, Dipendra",
    booktitle = "Proceedings of the Third Workshop on Representation Learning for {NLP}",
    month = jul,
    year = "2018",
    address = "Melbourne, Australia",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W18-3011/",
    doi = "10.18653/v1/W18-3011",
    pages = "84--90"
}
@inproceedings{ethayarajh-2018-unsupervised,
    title = "Unsupervised Random Walk Sentence Embeddings: A Strong but Simple Baseline",
    author = "Ethayarajh, Kawin",
    editor = "Augenstein, Isabelle  and
      Cao, Kris  and
      He, He  and
      Hill, Felix  and
      Gella, Spandana  and
      Kiros, Jamie  and
      Mei, Hongyuan  and
      Misra, Dipendra",
    booktitle = "Proceedings of the Third Workshop on Representation Learning for {NLP}",
    month = jul,
    year = "2018",
    address = "Melbourne, Australia",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W18-3012/",
    doi = "10.18653/v1/W18-3012",
    pages = "91--100"
}
@inproceedings{yaghoobzadeh-etal-2018-evaluating,
    title = "Evaluating Word Embeddings in Multi-label Classification Using Fine-Grained Name Typing",
    author = {Yaghoobzadeh, Yadollah  and
      Kann, Katharina  and
      Sch{\"u}tze, Hinrich},
    editor = "Augenstein, Isabelle  and
      Cao, Kris  and
      He, He  and
      Hill, Felix  and
      Gella, Spandana  and
      Kiros, Jamie  and
      Mei, Hongyuan  and
      Misra, Dipendra",
    booktitle = "Proceedings of the Third Workshop on Representation Learning for {NLP}",
    month = jul,
    year = "2018",
    address = "Melbourne, Australia",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W18-3013/",
    doi = "10.18653/v1/W18-3013",
    pages = "101--106"
}
@inproceedings{wang-etal-2018-exploiting,
    title = "Exploiting Common Characters in {C}hinese and {J}apanese to Learn Cross-Lingual Word Embeddings via Matrix Factorization",
    author = "Wang, Jilei  and
      Luo, Shiying  and
      Shi, Weiyan  and
      Dai, Tao  and
      Xia, Shu-Tao",
    editor = "Augenstein, Isabelle  and
      Cao, Kris  and
      He, He  and
      Hill, Felix  and
      Gella, Spandana  and
      Kiros, Jamie  and
      Mei, Hongyuan  and
      Misra, Dipendra",
    booktitle = "Proceedings of the Third Workshop on Representation Learning for {NLP}",
    month = jul,
    year = "2018",
    address = "Melbourne, Australia",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W18-3015/",
    doi = "10.18653/v1/W18-3015",
    pages = "113--121"
}
@inproceedings{saedi-etal-2018-wordnet,
    title = "{W}ord{N}et Embeddings",
    author = "Saedi, Chakaveh  and
      Branco, Ant{\'o}nio  and
      Ant{\'o}nio Rodrigues, Jo{\~a}o  and
      Silva, Jo{\~a}o",
    editor = "Augenstein, Isabelle  and
      Cao, Kris  and
      He, He  and
      Hill, Felix  and
      Gella, Spandana  and
      Kiros, Jamie  and
      Mei, Hongyuan  and
      Misra, Dipendra",
    booktitle = "Proceedings of the Third Workshop on Representation Learning for {NLP}",
    month = jul,
    year = "2018",
    address = "Melbourne, Australia",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W18-3016/",
    doi = "10.18653/v1/W18-3016",
    pages = "122--131"
}
@inproceedings{wu-wang-2018-knowledge,
    title = "Knowledge Graph Embedding with Numeric Attributes of Entities",
    author = "Wu, Yanrong  and
      Wang, Zhichun",
    editor = "Augenstein, Isabelle  and
      Cao, Kris  and
      He, He  and
      Hill, Felix  and
      Gella, Spandana  and
      Kiros, Jamie  and
      Mei, Hongyuan  and
      Misra, Dipendra",
    booktitle = "Proceedings of the Third Workshop on Representation Learning for {NLP}",
    month = jul,
    year = "2018",
    address = "Melbourne, Australia",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W18-3017/",
    doi = "10.18653/v1/W18-3017",
    pages = "132--136"
}
@inproceedings{vulic-2018-injecting,
    title = "Injecting Lexical Contrast into Word Vectors by Guiding Vector Space Specialisation",
    author = "Vuli{\'c}, Ivan",
    editor = "Augenstein, Isabelle  and
      Cao, Kris  and
      He, He  and
      Hill, Felix  and
      Gella, Spandana  and
      Kiros, Jamie  and
      Mei, Hongyuan  and
      Misra, Dipendra",
    booktitle = "Proceedings of the Third Workshop on Representation Learning for {NLP}",
    month = jul,
    year = "2018",
    address = "Melbourne, Australia",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W18-3018/",
    doi = "10.18653/v1/W18-3018",
    pages = "137--143"
}
@inproceedings{ustun-etal-2018-characters,
    title = "Characters or Morphemes: How to Represent Words?",
    author = {{\"U}st{\"u}n, Ahmet  and
      Kurfal{\i}, Murathan  and
      Can, Burcu},
    editor = "Augenstein, Isabelle  and
      Cao, Kris  and
      He, He  and
      Hill, Felix  and
      Gella, Spandana  and
      Kiros, Jamie  and
      Mei, Hongyuan  and
      Misra, Dipendra",
    booktitle = "Proceedings of the Third Workshop on Representation Learning for {NLP}",
    month = jul,
    year = "2018",
    address = "Melbourne, Australia",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W18-3019/",
    doi = "10.18653/v1/W18-3019",
    pages = "144--153"
}
@inproceedings{jacob-etal-2018-learning,
    title = "Learning Hierarchical Structures On-The-Fly with a Recurrent-Recursive Model for Sequences",
    author = "Jacob, Athul Paul  and
      Lin, Zhouhan  and
      Sordoni, Alessandro  and
      Bengio, Yoshua",
    editor = "Augenstein, Isabelle  and
      Cao, Kris  and
      He, He  and
      Hill, Felix  and
      Gella, Spandana  and
      Kiros, Jamie  and
      Mei, Hongyuan  and
      Misra, Dipendra",
    booktitle = "Proceedings of the Third Workshop on Representation Learning for {NLP}",
    month = jul,
    year = "2018",
    address = "Melbourne, Australia",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W18-3020/",
    doi = "10.18653/v1/W18-3020",
    pages = "154--158"
}
@inproceedings{hartmann-sogaard-2018-limitations,
    title = "Limitations of Cross-Lingual Learning from Image Search",
    author = "Hartmann, Mareike  and
      S{\o}gaard, Anders",
    editor = "Augenstein, Isabelle  and
      Cao, Kris  and
      He, He  and
      Hill, Felix  and
      Gella, Spandana  and
      Kiros, Jamie  and
      Mei, Hongyuan  and
      Misra, Dipendra",
    booktitle = "Proceedings of the Third Workshop on Representation Learning for {NLP}",
    month = jul,
    year = "2018",
    address = "Melbourne, Australia",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W18-3021/",
    doi = "10.18653/v1/W18-3021",
    pages = "159--163"
}
@inproceedings{yang-etal-2018-learning,
    title = "Learning Semantic Textual Similarity from Conversations",
    author = "Yang, Yinfei  and
      Yuan, Steve  and
      Cer, Daniel  and
      Kong, Sheng-yi  and
      Constant, Noah  and
      Pilar, Petr  and
      Ge, Heming  and
      Sung, Yun-Hsuan  and
      Strope, Brian  and
      Kurzweil, Ray",
    editor = "Augenstein, Isabelle  and
      Cao, Kris  and
      He, He  and
      Hill, Felix  and
      Gella, Spandana  and
      Kiros, Jamie  and
      Mei, Hongyuan  and
      Misra, Dipendra",
    booktitle = "Proceedings of the Third Workshop on Representation Learning for {NLP}",
    month = jul,
    year = "2018",
    address = "Melbourne, Australia",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W18-3022/",
    doi = "10.18653/v1/W18-3022",
    pages = "164--174"
}
@inproceedings{yu-etal-2018-multilingual,
    title = "Multilingual Seq2seq Training with Similarity Loss for Cross-Lingual Document Classification",
    author = "Yu, Katherine  and
      Li, Haoran  and
      Oguz, Barlas",
    editor = "Augenstein, Isabelle  and
      Cao, Kris  and
      He, He  and
      Hill, Felix  and
      Gella, Spandana  and
      Kiros, Jamie  and
      Mei, Hongyuan  and
      Misra, Dipendra",
    booktitle = "Proceedings of the Third Workshop on Representation Learning for {NLP}",
    month = jul,
    year = "2018",
    address = "Melbourne, Australia",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W18-3023/",
    doi = "10.18653/v1/W18-3023",
    pages = "175--179"
}
@inproceedings{liu-etal-2018-lstms,
    title = "{LSTM}s Exploit Linguistic Attributes of Data",
    author = "Liu, Nelson F.  and
      Levy, Omer  and
      Schwartz, Roy  and
      Tan, Chenhao  and
      Smith, Noah A.",
    editor = "Augenstein, Isabelle  and
      Cao, Kris  and
      He, He  and
      Hill, Felix  and
      Gella, Spandana  and
      Kiros, Jamie  and
      Mei, Hongyuan  and
      Misra, Dipendra",
    booktitle = "Proceedings of the Third Workshop on Representation Learning for {NLP}",
    month = jul,
    year = "2018",
    address = "Melbourne, Australia",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W18-3024/",
    doi = "10.18653/v1/W18-3024",
    pages = "180--186"
}
@inproceedings{broscheit-2018-learning,
    title = "Learning Distributional Token Representations from Visual Features",
    author = "Broscheit, Samuel",
    editor = "Augenstein, Isabelle  and
      Cao, Kris  and
      He, He  and
      Hill, Felix  and
      Gella, Spandana  and
      Kiros, Jamie  and
      Mei, Hongyuan  and
      Misra, Dipendra",
    booktitle = "Proceedings of the Third Workshop on Representation Learning for {NLP}",
    month = jul,
    year = "2018",
    address = "Melbourne, Australia",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W18-3025/",
    doi = "10.18653/v1/W18-3025",
    pages = "187--194"
}
@inproceedings{newman-griffis-etal-2018-jointly,
    title = "Jointly Embedding Entities and Text with Distant Supervision",
    author = "Newman-Griffis, Denis  and
      Lai, Albert M  and
      Fosler-Lussier, Eric",
    editor = "Augenstein, Isabelle  and
      Cao, Kris  and
      He, He  and
      Hill, Felix  and
      Gella, Spandana  and
      Kiros, Jamie  and
      Mei, Hongyuan  and
      Misra, Dipendra",
    booktitle = "Proceedings of the Third Workshop on Representation Learning for {NLP}",
    month = jul,
    year = "2018",
    address = "Melbourne, Australia",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W18-3026/",
    doi = "10.18653/v1/W18-3026",
    pages = "195--206"
}
@inproceedings{daza-frank-2018-sequence,
    title = "A Sequence-to-Sequence Model for Semantic Role Labeling",
    author = "Daza, Angel  and
      Frank, Anette",
    editor = "Augenstein, Isabelle  and
      Cao, Kris  and
      He, He  and
      Hill, Felix  and
      Gella, Spandana  and
      Kiros, Jamie  and
      Mei, Hongyuan  and
      Misra, Dipendra",
    booktitle = "Proceedings of the Third Workshop on Representation Learning for {NLP}",
    month = jul,
    year = "2018",
    address = "Melbourne, Australia",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W18-3027/",
    doi = "10.18653/v1/W18-3027",
    pages = "207--216"
}
@inproceedings{ljubesic-etal-2018-predicting,
    title = "Predicting Concreteness and Imageability of Words Within and Across Languages via Word Embeddings",
    author = "Ljube{\v{s}}i{\'c}, Nikola  and
      Fi{\v{s}}er, Darja  and
      Peti-Stanti{\'c}, Anita",
    editor = "Augenstein, Isabelle  and
      Cao, Kris  and
      He, He  and
      Hill, Felix  and
      Gella, Spandana  and
      Kiros, Jamie  and
      Mei, Hongyuan  and
      Misra, Dipendra",
    booktitle = "Proceedings of the Third Workshop on Representation Learning for {NLP}",
    month = jul,
    year = "2018",
    address = "Melbourne, Australia",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/W18-3028/",
    doi = "10.18653/v1/W18-3028",
    pages = "217--222"
}