Proceedings of the Third Workshop on Representation Learning for NLP

Proceedings of the Third Workshop on Representation Learning for NLP Isabelle Augenstein editor Kris Cao editor He He editor Felix Hill editor Spandana Gella editor Jamie Kiros editor Hongyuan Mei editor Dipendra Misra editor 2018-07 Association for Computational Linguistics Melbourne, Australia text conference publication ws-2018-representation https://aclanthology.org/W18-3000/ Corpus Specificity in LSA and Word2vec: The Role of Out-of-Domain Documents Edgar Altszyler author Mariano Sigman author Diego Fernández Slezak author 2018-07 text Proceedings of the Third Workshop on Representation Learning for NLP Isabelle Augenstein editor Kris Cao editor He He editor Felix Hill editor Spandana Gella editor Jamie Kiros editor Hongyuan Mei editor Dipendra Misra editor Association for Computational Linguistics Melbourne, Australia conference publication altszyler-etal-2018-corpus 10.18653/v1/W18-3001 https://aclanthology.org/W18-3001/ 2018-07 1 10 Hierarchical Convolutional Attention Networks for Text Classification Shang Gao author Arvind Ramanathan author Georgia Tourassi author 2018-07 text Proceedings of the Third Workshop on Representation Learning for NLP Isabelle Augenstein editor Kris Cao editor He He editor Felix Hill editor Spandana Gella editor Jamie Kiros editor Hongyuan Mei editor Dipendra Misra editor Association for Computational Linguistics Melbourne, Australia conference publication gao-etal-2018-hierarchical 10.18653/v1/W18-3002 https://aclanthology.org/W18-3002/ 2018-07 11 23 Extrofitting: Enriching Word Representation and its Vector Space with Semantic Lexicons Hwiyeol Jo author Stanley Jungkyu Choi author 2018-07 text Proceedings of the Third Workshop on Representation Learning for NLP Isabelle Augenstein editor Kris Cao editor He He editor Felix Hill editor Spandana Gella editor Jamie Kiros editor Hongyuan Mei editor Dipendra Misra editor Association for Computational Linguistics Melbourne, Australia conference publication jo-choi-2018-extrofitting 10.18653/v1/W18-3003 https://aclanthology.org/W18-3003/ 2018-07 24 29 Chat Discrimination for Intelligent Conversational Agents with a Hybrid CNN-LMTGRU Network Dennis Singh Moirangthem author Minho Lee author 2018-07 text Proceedings of the Third Workshop on Representation Learning for NLP Isabelle Augenstein editor Kris Cao editor He He editor Felix Hill editor Spandana Gella editor Jamie Kiros editor Hongyuan Mei editor Dipendra Misra editor Association for Computational Linguistics Melbourne, Australia conference publication moirangthem-lee-2018-chat 10.18653/v1/W18-3004 https://aclanthology.org/W18-3004/ 2018-07 30 40 Text Completion using Context-Integrated Dependency Parsing Amr Rekaby Salama author Özge Alaçam author Wolfgang Menzel author 2018-07 text Proceedings of the Third Workshop on Representation Learning for NLP Isabelle Augenstein editor Kris Cao editor He He editor Felix Hill editor Spandana Gella editor Jamie Kiros editor Hongyuan Mei editor Dipendra Misra editor Association for Computational Linguistics Melbourne, Australia conference publication salama-etal-2018-text 10.18653/v1/W18-3005 https://aclanthology.org/W18-3005/ 2018-07 41 49 Quantum-Inspired Complex Word Embedding Qiuchi Li author Sagar Uprety author Benyou Wang author Dawei Song author 2018-07 text Proceedings of the Third Workshop on Representation Learning for NLP Isabelle Augenstein editor Kris Cao editor He He editor Felix Hill editor Spandana Gella editor Jamie Kiros editor Hongyuan Mei editor Dipendra Misra editor Association for Computational Linguistics Melbourne, Australia conference publication li-etal-2018-quantum 10.18653/v1/W18-3006 https://aclanthology.org/W18-3006/ 2018-07 50 57 Natural Language Inference with Definition Embedding Considering Context On the Fly Kosuke Nishida author Kyosuke Nishida author Hisako Asano author Junji Tomita author 2018-07 text Proceedings of the Third Workshop on Representation Learning for NLP Isabelle Augenstein editor Kris Cao editor He He editor Felix Hill editor Spandana Gella editor Jamie Kiros editor Hongyuan Mei editor Dipendra Misra editor Association for Computational Linguistics Melbourne, Australia conference publication nishida-etal-2018-natural 10.18653/v1/W18-3007 https://aclanthology.org/W18-3007/ 2018-07 58 63 Comparison of Representations of Named Entities for Document Classification Lidia Pivovarova author Roman Yangarber author 2018-07 text Proceedings of the Third Workshop on Representation Learning for NLP Isabelle Augenstein editor Kris Cao editor He He editor Felix Hill editor Spandana Gella editor Jamie Kiros editor Hongyuan Mei editor Dipendra Misra editor Association for Computational Linguistics Melbourne, Australia conference publication pivovarova-yangarber-2018-comparison 10.18653/v1/W18-3008 https://aclanthology.org/W18-3008/ 2018-07 64 68 Speeding up Context-based Sentence Representation Learning with Non-autoregressive Convolutional Decoding Shuai Tang author Hailin Jin author Chen Fang author Zhaowen Wang author Virginia de Sa author 2018-07 text Proceedings of the Third Workshop on Representation Learning for NLP Isabelle Augenstein editor Kris Cao editor He He editor Felix Hill editor Spandana Gella editor Jamie Kiros editor Hongyuan Mei editor Dipendra Misra editor Association for Computational Linguistics Melbourne, Australia conference publication tang-etal-2018-speeding 10.18653/v1/W18-3009 https://aclanthology.org/W18-3009/ 2018-07 69 78 Connecting Supervised and Unsupervised Sentence Embeddings Gil Levi author 2018-07 text Proceedings of the Third Workshop on Representation Learning for NLP Isabelle Augenstein editor Kris Cao editor He He editor Felix Hill editor Spandana Gella editor Jamie Kiros editor Hongyuan Mei editor Dipendra Misra editor Association for Computational Linguistics Melbourne, Australia conference publication levi-2018-connecting 10.18653/v1/W18-3010 https://aclanthology.org/W18-3010/ 2018-07 79 83 A Hybrid Learning Scheme for Chinese Word Embedding Wenfan Chen author Weiguo Sheng author 2018-07 text Proceedings of the Third Workshop on Representation Learning for NLP Isabelle Augenstein editor Kris Cao editor He He editor Felix Hill editor Spandana Gella editor Jamie Kiros editor Hongyuan Mei editor Dipendra Misra editor Association for Computational Linguistics Melbourne, Australia conference publication chen-sheng-2018-hybrid 10.18653/v1/W18-3011 https://aclanthology.org/W18-3011/ 2018-07 84 90 Unsupervised Random Walk Sentence Embeddings: A Strong but Simple Baseline Kawin Ethayarajh author 2018-07 text Proceedings of the Third Workshop on Representation Learning for NLP Isabelle Augenstein editor Kris Cao editor He He editor Felix Hill editor Spandana Gella editor Jamie Kiros editor Hongyuan Mei editor Dipendra Misra editor Association for Computational Linguistics Melbourne, Australia conference publication ethayarajh-2018-unsupervised 10.18653/v1/W18-3012 https://aclanthology.org/W18-3012/ 2018-07 91 100 Evaluating Word Embeddings in Multi-label Classification Using Fine-Grained Name Typing Yadollah Yaghoobzadeh author Katharina Kann author Hinrich Schütze author 2018-07 text Proceedings of the Third Workshop on Representation Learning for NLP Isabelle Augenstein editor Kris Cao editor He He editor Felix Hill editor Spandana Gella editor Jamie Kiros editor Hongyuan Mei editor Dipendra Misra editor Association for Computational Linguistics Melbourne, Australia conference publication yaghoobzadeh-etal-2018-evaluating 10.18653/v1/W18-3013 https://aclanthology.org/W18-3013/ 2018-07 101 106 Exploiting Common Characters in Chinese and Japanese to Learn Cross-Lingual Word Embeddings via Matrix Factorization Jilei Wang author Shiying Luo author Weiyan Shi author Tao Dai author Shu-Tao Xia author 2018-07 text Proceedings of the Third Workshop on Representation Learning for NLP Isabelle Augenstein editor Kris Cao editor He He editor Felix Hill editor Spandana Gella editor Jamie Kiros editor Hongyuan Mei editor Dipendra Misra editor Association for Computational Linguistics Melbourne, Australia conference publication wang-etal-2018-exploiting 10.18653/v1/W18-3015 https://aclanthology.org/W18-3015/ 2018-07 113 121 WordNet Embeddings Chakaveh Saedi author António Branco author João António Rodrigues author João Silva author 2018-07 text Proceedings of the Third Workshop on Representation Learning for NLP Isabelle Augenstein editor Kris Cao editor He He editor Felix Hill editor Spandana Gella editor Jamie Kiros editor Hongyuan Mei editor Dipendra Misra editor Association for Computational Linguistics Melbourne, Australia conference publication saedi-etal-2018-wordnet 10.18653/v1/W18-3016 https://aclanthology.org/W18-3016/ 2018-07 122 131 Knowledge Graph Embedding with Numeric Attributes of Entities Yanrong Wu author Zhichun Wang author 2018-07 text Proceedings of the Third Workshop on Representation Learning for NLP Isabelle Augenstein editor Kris Cao editor He He editor Felix Hill editor Spandana Gella editor Jamie Kiros editor Hongyuan Mei editor Dipendra Misra editor Association for Computational Linguistics Melbourne, Australia conference publication wu-wang-2018-knowledge 10.18653/v1/W18-3017 https://aclanthology.org/W18-3017/ 2018-07 132 136 Injecting Lexical Contrast into Word Vectors by Guiding Vector Space Specialisation Ivan Vulić author 2018-07 text Proceedings of the Third Workshop on Representation Learning for NLP Isabelle Augenstein editor Kris Cao editor He He editor Felix Hill editor Spandana Gella editor Jamie Kiros editor Hongyuan Mei editor Dipendra Misra editor Association for Computational Linguistics Melbourne, Australia conference publication vulic-2018-injecting 10.18653/v1/W18-3018 https://aclanthology.org/W18-3018/ 2018-07 137 143 Characters or Morphemes: How to Represent Words? Ahmet Üstün author Murathan Kurfalı author Burcu Can author 2018-07 text Proceedings of the Third Workshop on Representation Learning for NLP Isabelle Augenstein editor Kris Cao editor He He editor Felix Hill editor Spandana Gella editor Jamie Kiros editor Hongyuan Mei editor Dipendra Misra editor Association for Computational Linguistics Melbourne, Australia conference publication ustun-etal-2018-characters 10.18653/v1/W18-3019 https://aclanthology.org/W18-3019/ 2018-07 144 153 Learning Hierarchical Structures On-The-Fly with a Recurrent-Recursive Model for Sequences Athul Paul Jacob author Zhouhan Lin author Alessandro Sordoni author Yoshua Bengio author 2018-07 text Proceedings of the Third Workshop on Representation Learning for NLP Isabelle Augenstein editor Kris Cao editor He He editor Felix Hill editor Spandana Gella editor Jamie Kiros editor Hongyuan Mei editor Dipendra Misra editor Association for Computational Linguistics Melbourne, Australia conference publication jacob-etal-2018-learning 10.18653/v1/W18-3020 https://aclanthology.org/W18-3020/ 2018-07 154 158 Limitations of Cross-Lingual Learning from Image Search Mareike Hartmann author Anders Søgaard author 2018-07 text Proceedings of the Third Workshop on Representation Learning for NLP Isabelle Augenstein editor Kris Cao editor He He editor Felix Hill editor Spandana Gella editor Jamie Kiros editor Hongyuan Mei editor Dipendra Misra editor Association for Computational Linguistics Melbourne, Australia conference publication hartmann-sogaard-2018-limitations 10.18653/v1/W18-3021 https://aclanthology.org/W18-3021/ 2018-07 159 163 Learning Semantic Textual Similarity from Conversations Yinfei Yang author Steve Yuan author Daniel Cer author Sheng-yi Kong author Noah Constant author Petr Pilar author Heming Ge author Yun-Hsuan Sung author Brian Strope author Ray Kurzweil author 2018-07 text Proceedings of the Third Workshop on Representation Learning for NLP Isabelle Augenstein editor Kris Cao editor He He editor Felix Hill editor Spandana Gella editor Jamie Kiros editor Hongyuan Mei editor Dipendra Misra editor Association for Computational Linguistics Melbourne, Australia conference publication yang-etal-2018-learning 10.18653/v1/W18-3022 https://aclanthology.org/W18-3022/ 2018-07 164 174 Multilingual Seq2seq Training with Similarity Loss for Cross-Lingual Document Classification Katherine Yu author Haoran Li author Barlas Oguz author 2018-07 text Proceedings of the Third Workshop on Representation Learning for NLP Isabelle Augenstein editor Kris Cao editor He He editor Felix Hill editor Spandana Gella editor Jamie Kiros editor Hongyuan Mei editor Dipendra Misra editor Association for Computational Linguistics Melbourne, Australia conference publication yu-etal-2018-multilingual 10.18653/v1/W18-3023 https://aclanthology.org/W18-3023/ 2018-07 175 179 LSTMs Exploit Linguistic Attributes of Data Nelson F Liu author Omer Levy author Roy Schwartz author Chenhao Tan author Noah A Smith author 2018-07 text Proceedings of the Third Workshop on Representation Learning for NLP Isabelle Augenstein editor Kris Cao editor He He editor Felix Hill editor Spandana Gella editor Jamie Kiros editor Hongyuan Mei editor Dipendra Misra editor Association for Computational Linguistics Melbourne, Australia conference publication liu-etal-2018-lstms 10.18653/v1/W18-3024 https://aclanthology.org/W18-3024/ 2018-07 180 186 Learning Distributional Token Representations from Visual Features Samuel Broscheit author 2018-07 text Proceedings of the Third Workshop on Representation Learning for NLP Isabelle Augenstein editor Kris Cao editor He He editor Felix Hill editor Spandana Gella editor Jamie Kiros editor Hongyuan Mei editor Dipendra Misra editor Association for Computational Linguistics Melbourne, Australia conference publication broscheit-2018-learning 10.18653/v1/W18-3025 https://aclanthology.org/W18-3025/ 2018-07 187 194 Jointly Embedding Entities and Text with Distant Supervision Denis Newman-Griffis author Albert M Lai author Eric Fosler-Lussier author 2018-07 text Proceedings of the Third Workshop on Representation Learning for NLP Isabelle Augenstein editor Kris Cao editor He He editor Felix Hill editor Spandana Gella editor Jamie Kiros editor Hongyuan Mei editor Dipendra Misra editor Association for Computational Linguistics Melbourne, Australia conference publication newman-griffis-etal-2018-jointly 10.18653/v1/W18-3026 https://aclanthology.org/W18-3026/ 2018-07 195 206 A Sequence-to-Sequence Model for Semantic Role Labeling Angel Daza author Anette Frank author 2018-07 text Proceedings of the Third Workshop on Representation Learning for NLP Isabelle Augenstein editor Kris Cao editor He He editor Felix Hill editor Spandana Gella editor Jamie Kiros editor Hongyuan Mei editor Dipendra Misra editor Association for Computational Linguistics Melbourne, Australia conference publication daza-frank-2018-sequence 10.18653/v1/W18-3027 https://aclanthology.org/W18-3027/ 2018-07 207 216 Predicting Concreteness and Imageability of Words Within and Across Languages via Word Embeddings Nikola Ljubešić author Darja Fišer author Anita Peti-Stantić author 2018-07 text Proceedings of the Third Workshop on Representation Learning for NLP Isabelle Augenstein editor Kris Cao editor He He editor Felix Hill editor Spandana Gella editor Jamie Kiros editor Hongyuan Mei editor Dipendra Misra editor Association for Computational Linguistics Melbourne, Australia conference publication ljubesic-etal-2018-predicting 10.18653/v1/W18-3028 https://aclanthology.org/W18-3028/ 2018-07 217 222