Proceedings of the Workshop on Deep Learning Approaches for Low-Resource NLP

Proceedings of the Workshop on Deep Learning Approaches for Low-Resource NLP Reza Haffari editor Colin Cherry editor George Foster editor Shahram Khadivi editor Bahar Salehi editor 2018-07 Association for Computational Linguistics Melbourne text conference publication ws-2018-deep https://aclanthology.org/W18-3400/ Character-level Supervision for Low-resource POS Tagging Katharina Kann author Johannes Bjerva author Isabelle Augenstein author Barbara Plank author Anders Søgaard author 2018-07 text Proceedings of the Workshop on Deep Learning Approaches for Low-Resource NLP Reza Haffari editor Colin Cherry editor George Foster editor Shahram Khadivi editor Bahar Salehi editor Association for Computational Linguistics Melbourne conference publication kann-etal-2018-character 10.18653/v1/W18-3401 https://aclanthology.org/W18-3401/ 2018-07 1 11 Training a Neural Network in a Low-Resource Setting on Automatically Annotated Noisy Data Michael A Hedderich author Dietrich Klakow author 2018-07 text Proceedings of the Workshop on Deep Learning Approaches for Low-Resource NLP Reza Haffari editor Colin Cherry editor George Foster editor Shahram Khadivi editor Bahar Salehi editor Association for Computational Linguistics Melbourne conference publication hedderich-klakow-2018-training 10.18653/v1/W18-3402 https://aclanthology.org/W18-3402/ 2018-07 12 18 Multi-task learning for historical text normalization: Size matters Marcel Bollmann author Anders Søgaard author Joachim Bingel author 2018-07 text Proceedings of the Workshop on Deep Learning Approaches for Low-Resource NLP Reza Haffari editor Colin Cherry editor George Foster editor Shahram Khadivi editor Bahar Salehi editor Association for Computational Linguistics Melbourne conference publication bollmann-etal-2018-multi 10.18653/v1/W18-3403 https://aclanthology.org/W18-3403/ 2018-07 19 24 Compositional Language Modeling for Icon-Based Augmentative and Alternative Communication Shiran Dudy author Steven Bedrick author 2018-07 text Proceedings of the Workshop on Deep Learning Approaches for Low-Resource NLP Reza Haffari editor Colin Cherry editor George Foster editor Shahram Khadivi editor Bahar Salehi editor Association for Computational Linguistics Melbourne conference publication dudy-bedrick-2018-compositional 10.18653/v1/W18-3404 https://aclanthology.org/W18-3404/ 2018-07 25 32 Multimodal Neural Machine Translation for Low-resource Language Pairs using Synthetic Data Koel Dutta Chowdhury author Mohammed Hasanuzzaman author Qun Liu author 2018-07 text Proceedings of the Workshop on Deep Learning Approaches for Low-Resource NLP Reza Haffari editor Colin Cherry editor George Foster editor Shahram Khadivi editor Bahar Salehi editor Association for Computational Linguistics Melbourne conference publication dutta-chowdhury-etal-2018-multimodal 10.18653/v1/W18-3405 https://aclanthology.org/W18-3405/ 2018-07 33 42 Multi-Task Active Learning for Neural Semantic Role Labeling on Low Resource Conversational Corpus Fariz Ikhwantri author Samuel Louvan author Kemal Kurniawan author Bagas Abisena author Valdi Rachman author Alfan Farizki Wicaksono author Rahmad Mahendra author 2018-07 text Proceedings of the Workshop on Deep Learning Approaches for Low-Resource NLP Reza Haffari editor Colin Cherry editor George Foster editor Shahram Khadivi editor Bahar Salehi editor Association for Computational Linguistics Melbourne conference publication ikhwantri-etal-2018-multi 10.18653/v1/W18-3406 https://aclanthology.org/W18-3406/ 2018-07 43 50 Domain Adapted Word Embeddings for Improved Sentiment Classification Prathusha Kameswara Sarma author Yingyu Liang author Bill Sethares author 2018-07 text Proceedings of the Workshop on Deep Learning Approaches for Low-Resource NLP Reza Haffari editor Colin Cherry editor George Foster editor Shahram Khadivi editor Bahar Salehi editor Association for Computational Linguistics Melbourne conference publication kameswara-sarma-etal-2018-domain 10.18653/v1/W18-3407 https://aclanthology.org/W18-3407/ 2018-07 51 59 Investigating Effective Parameters for Fine-tuning of Word Embeddings Using Only a Small Corpus Kanako Komiya author Hiroyuki Shinnou author 2018-07 text Proceedings of the Workshop on Deep Learning Approaches for Low-Resource NLP Reza Haffari editor Colin Cherry editor George Foster editor Shahram Khadivi editor Bahar Salehi editor Association for Computational Linguistics Melbourne conference publication komiya-shinnou-2018-investigating 10.18653/v1/W18-3408 https://aclanthology.org/W18-3408/ 2018-07 60 67 Semi-Supervised Learning with Auxiliary Evaluation Component for Large Scale e-Commerce Text Classification Mingkuan Liu author Musen Wen author Selcuk Kopru author Xianjing Liu author Alan Lu author 2018-07 text Proceedings of the Workshop on Deep Learning Approaches for Low-Resource NLP Reza Haffari editor Colin Cherry editor George Foster editor Shahram Khadivi editor Bahar Salehi editor Association for Computational Linguistics Melbourne conference publication liu-etal-2018-semi 10.18653/v1/W18-3409 https://aclanthology.org/W18-3409/ 2018-07 68 76 Low-rank passthrough neural networks Antonio Valerio Miceli Barone author 2018-07 text Proceedings of the Workshop on Deep Learning Approaches for Low-Resource NLP Reza Haffari editor Colin Cherry editor George Foster editor Shahram Khadivi editor Bahar Salehi editor Association for Computational Linguistics Melbourne conference publication miceli-barone-2018-low 10.18653/v1/W18-3410 https://aclanthology.org/W18-3410/ 2018-07 77 86