Accepted Papers

  1. Paraphrases as Foreign Languages in Multilingual Neural Machine Translation; Zhong Zhou, Matthias Sperber and Alexander Waibel; Research Paper; Archival
  2. Improving Mongolian-Chinese Neural Machine Translation with Morphological Noise; Yatu Ji, Hongxu Hou, Chen Junjie and Nier Wu; Research Paper; Archival
  3. Unsupervised Pretraining for Neural Machine Translation Using Elastic Weight Consolidation; Dušan Variš and Ondřej Bojar; Research Paper; Archival
  4. Māori Loanwords: A Corpus of New Zealand English Tweets; David Trye, Andreea Calude, Felipe Bravo-Marquez and Te Taka Keegan; Research Paper; Archival
  5. Ranking of Potential Questions; Luise Schricker and Tatjana Scheffler; Research Paper; Archival
  6. Controlling Grammatical Error Correction Using Word Edit Rate; Kengo Hotate, Masahiro Kaneko, Satoru Katsumata and Mamoru Komachi; Research Paper; Archival
  7. From brain space to distributional space: the perilous journeys of fMRI decoding; Gosse Minnema and Aurélie Herbelot gmail.com); Research Paper; Archival
  8. Towards incremental learning of word embeddings using context informativeness; Alexandre Kabbach, Kristina Gulordava and Aurélie Herbelot; Research Paper; Archival
  9. A Strong and Robust Baseline for Text-Image Matching; Fangyu Liu and Rongtian Ye; Research Paper; Archival
  10. Incorporating Textual Information on User Behavior for Personality Prediction; Kosuke Yamada, Ryohei Sasano and Koichi Takeda; Research Paper; Archival
  11. Corpus Creation and Analysis for Named Entity Recognition in Telugu-English Code-Mixed Social Media Data; Vamshi Krishna Srirangam, Appidi Abhinav Reddy, Vinay Singh and Manish Shrivastava; Research Paper; Archival
  12. Joint Learning of Named Entity Recognition and Entity Linking; Pedro Henrique Martins, Zita Marinho and André F. T. Martins; Research Paper; Archival
  13. Dialogue-Act Prediction of Future Response based on Conversation History; Koji Tanaka, Junya Takayama and Yuki Arase; Research Paper; Archival
  14. Computational ad hominem detection; Pieter Delobelle, Murilo Cunha, Eric Massip Cano, Jeroen Peperkamp and Bettina Berendt; Research Paper; Archival
  15. Multiple Character Embeddings for Chinese Word Segmentation; Jianing Zhou, Jingkang Wang and Gongshen Liu; Research Paper; Archival
  16. Detecting Political Bias in News Articles Using Headline Attention; Rama Rohit Reddy Gangula, Suma Reddy Duggenpudi and Radhika Mamidi; Research Paper; Archival
  17. Attention over Multi-Head Attention: Multi-Hop Attention for the Transformer; Shohei Iida, Ryuichiro Kimura, Hongyi Cui, Po-Hsuan Hung, Takehito Utsuro and Masaaki Nagata; Research Paper; Archival
  18. Reducing Gender Bias in Word-Level Language Models with A Gender-Equalizing Loss Function; Yusu Qian, Urwa Muaz, Ben Zhang and Jae Won Hyun; Research Paper; Archival
  19. Automatic Generation of Personalized Comment Based on User Profile; Wenhuan Zeng, Abulikemu Abuduweili, Lei Li and Pengcheng Yang; Research Paper; Archival
  20. From Bilingual to Multilingual Neural Machine Translation by Incremental Training; Carlos Escolano, Marta R. Costa-jussà and José A. R. Fonollosa; Research Paper; Archival
  21. STRASS: A Light and Effective Method for Extractive Summarization Based on Sentence Embeddings; Léo Bouscarrat, Antoine Bonnefoy, Thomas Peel and Cécile Pereira; Research Paper; Archival
  22. Corpus Creation and Baseline System for Aggression Detection in Telugu-English Code-Mixed Social Media Data; Koushik Reddy Sane, Sushmitha Reddy Sane, Sairam Kolla and Radhika Mamidi; Research Paper; Archival
  23. Attention and Lexicon Regularized LSTM for Aspcet-based Sentiment Analysis; Lingxian Bao, Patrik Lambert and Toni Badia; Research Paper; Archival
  24. Controllable Text Simplification with Lexical Constraint; Daiki Nishihara, Tomoyuki Kajiwara and Yuki Arase; Research Paper; Archival
  25. Normalizing Non-canonical Turkish Texts Using Machine Translation Approaches; Talha Çolakoğlu, Umut Sulubacak and Ahmet Cüneyd Tantuğ; Research Paper; Archival
  26. Transfer Learning Based Free-Form Speech Command Classification for Low-Resource Languages; Yohan Karunanayake, Uthayasanker Thayasivam and Surangika Ranathunga; Research Paper; Archival
  27. Embedding Strategies for Specialized Domains: Application to Clinical Entity Recognition; Hicham El Boukkouri, Olivier Ferret, Thomas Lavergne and Pierre Zweigenbaum; Research Paper; Archival
  28. On Dimensional Linguistic Properties of the Word Embedding Space; Vikas Raunak, Vaibhav Kumar, Vivek Gupta and Florian Metze; Research Paper; Non-Archival
  29. Towards Automatically Detecting Dementia in Conversational Transcripts; Flavio Di Palo and Natalie Parde; Research Paper; Archival
  30. English-Indonesian Neural Machine Translation for Spoken Language Domains; Meisyarah Dwiastuti; Research Paper; Archival
  31. Improving Neural Entity Disambiguation with Graph Embeddings; Özge Sevgili, Alexander Panchenko and Chris Biemann; Research Paper; Archival
  32. ARHNet - Leveraging Community Interaction For Detection Of Religious Hate Speech In Arabic; Arijit Ghosh Chowdhury, Aniket Didolkar, Ramit Sawhney and Rajiv Ratn Shah; Research Paper; Archival
  33. Hierarchical Multi-label Classification of Text with Capsule Networks; Rami Aly, Steffen Remus and Chris Biemann; Research Paper; Archival
  34. Convolutional Neural Networks for Financial Text Regression; Neşat Dereli and Murat Saraclar; Research Paper; Archival
  35. Sentiment Analysis on Naija-Tweets; Taiwo Kolajo, Olawande Daramola and Ayodele Adebiyi; Research Paper; Archival
  36. Fact or Factitious? Contextualized Opinion Spam Detection; Stefan Kennedy, Niall Walsh, Kirils Sloka, Andrew McCarren and Jennifer Foster; Research Paper; Archival
  37. Scheduled Sampling for Transformers; Tsvetomila Mihaylova and André F. T. Martins; Research Paper; Archival
  38. BREAKING! Presenting fake news corpus for automated fact checking; Archita Pathak and Rohini Srihari; Research Paper; Archival
  39. Cross-domain and Cross-lingual Abusive Language Detection: a Hybrid Approach with Deep Learning and a Multilingual Lexicon; Endang Wahyu Pamungkas and Viviana Patti; Research Paper; Archival
  40. Automatic Data-Driven Approaches for Evaluating the Phonemic Verbal Fluency Task with Healthy Adults; Hali Lindsay, Nicklas Linz and Johannes Tröger; Research Paper; Non-Archival
  41. On the impressive performance of randomly weighted encoders in summarization tasks; Jonathan Pilault, Jaehong Park and Christopher Pal; Research Paper; Non-Archival
  42. Code-Mixed Sentiment Analysis: Because Emotions Transcend the Language Barrier; Yash Kumar Lal, Vaibhav Kumar, Mrinal Dhar, Manish Shrivastava and Philipp Koehn; Research Paper; Archival
  43. Sentence Level Degradation Training for Improved Neural Conversational Models; Sean Paulsen; Research Paper; Non-Archival
  44. Unsupervised Learning of Discourse-Aware Text Representation for Essay Scoring; Farjana Sultana Mim, Naoya Inoue, Paul Reisert, Hiroki Ouchi and Kentaro Inui; Research Paper; Archival
  45. Building a Logical Inference System for Visual-Textual Entailment; Riko Suzuki, Hitomi Yanaka, Masashi Yoshikawa, Koji Mineshima and Daisuke Bekki; Research Paper; Archival
  46. Multilingual model using cross-task embedding projection; Jin Sakuma and Naoki Yoshinaga; Research Paper; Non-Archival
  47. Analyzing and Mitigating Gender Bias in Languages with Grammatical Gender and Bilingual Word Embeddings; Pei Zhou, Weijia Shi, Jieyu Zhao, Kuan-Hao Huang, Muhao Chen and Kai-Wei Chang; Research Paper; Non-Archival
  48. Deep Neural Models for Medical Concept Normalization in User-Generated Texts; Zulfat Miftahutdinov and Elena Tutubalina; Research Paper; Archival
  49. Using Semantic Similarity as Reward for Reinforcement Learning in Sentence Generation; Go Yasui, Yoshimasa Tsuruoka and Masaaki Nagata; Research Paper; Archival
  50. Sentiment Classification using Document Embeddings trained with Cosine Similarity; Tan Thongtan and Tanasanee Phienthrakul; Research Paper; Archival
  51. Exploring the potential of Neural Networks for Extracting Adverse Drug Reactions from Biomedical Texts; Ilseyar Alimova and Elena Tutubalina; Research Paper; Archival
  52. Annotating and Analyzing Semantic Role of Elementary Units and Relations in Online Persuasive Arguments; Ryo Egawa, Gaku Morio and Katsuhide Fujita; Research Paper; Archival
  53. Investigating Political Herd Mentality: A Community Sentiment based Approach; Anjali Bhavan, Rohan Mishra, Pradyumna Prakhar Sinha, Ramit Sawhney and Rajiv Ratn Shah; Research Paper; Archival
  54. A Japanese Word Segmentation Proposal; Stalin Aguirre and Josafá Aguiar; Research Paper; Archival
  55. Distributed Knowledge Based Clinical Auto-Coding System; Rajvir Kaur; Research Proposal; Archival
  56. Robust to Noise Models in Natural Language Processing Tasks; Valentin Malykh; Research Proposal; Archival
  57. Developing OntoSenseNet: A Verb-Centric Ontological Resource for Indian Languages and Analysing Stylometric Difference in Male and Female Writing using the Resource; Jyoti Jha and Navjyoti Singh; Research Proposal; Non-Archival
  58. A computational linguistic study of personal recovery in bipolar disorder; Glorianna Jagfeld; Research Proposal; Archival
  59. Measuring the Value of Linguistics: A Case Study from St. Lawrence Island Yupik; Emily Chen; Research Proposal; Archival
  60. Not All Reviews are Equal: Towards Addressing Reviewer Biases for Opinion Summarization; Wenyi Tay; Research Proposal; Archival
  61. Towards Turkish Abstract Meaning Representation; Zahra Azin and Gülşen Eryiğit; Research Proposal; Archival
  62. Public Mood Variations in Russia based on Vkontakte Content; Sergey Smetanin; Research Proposal; Non-Archival
  63. Gender Stereotypes Differ between Male and Female Writings; Yusu Qian; Research Proposal; Archival
  64. Question Answering in the Biomedical Domain; Vincent Nguyen; Research Proposal; Archival
  65. Knowledge discovery and hypothesis generation from online patient forums: A research proposal; Anne Dirkson; Research Proposal; Archival
  66. Automated Cross-language Intelligibility Analysis of Parkinson's Disease Patients Using Speech Recognition Technologies; Nina Hosseini-Kivanani, Juan Camilo Vásquez-Correa, Manfred Stede and Elmar Nöth; Research Proposal; Archival
  67. Natural Language Generation from Abstract Semantic Representation for Brazilian Portuguese; Marco Antonio Sobrevilla Cabezudo and Thiago Pardo; Research Proposal; Archival
  68. Imperceptible Adversarial Examples for Automatic Speech Recognition; Yao Qin; Research Proposal; Non-Archival
  69. Long-Distance Dependencies don't have to be Long: Simplifying through Provably (Approximately) Optimal Permutations; Rishi Bommasani; Research Proposal; Archival
  70. Predicting the Outcome of Deliberative Democracy: A Research Proposal; Conor McKillop; Research Proposal; Archival
  71. Active Reading Comprehension: A dataset for learning the Question-Answer Relationship strategy; Diana Galvan; Research Proposal; Archival