Papers
Enriching Neural Models with Targeted Features for Dementia Detection
Flavio Di Palo, Natalie Parde
Embedding Strategies for Specialized Domains: Application to Clinical Entity Recognition
Hicham El Boukkouri, Olivier Ferret, Thomas Lavergne et al.
Transfer Learning Based Free-Form Speech Command Classification for Low-Resource Languages
Yohan Karunanayake, Uthayasanker Thayasivam, Surangika Ranathunga
Investigating Political Herd Mentality: A Community Sentiment Based Approach
Anjali Bhavan, Rohan Mishra, Pradyumna Prakhar Sinha et al.
ARHNet - Leveraging Community Interaction for Detection of Religious Hate Speech in Arabic
Arijit Ghosh Chowdhury, Aniket Didolkar, Ramit Sawhney et al.
Normalizing Non-canonical Turkish Texts Using Machine Translation Approaches
Talha Çolakoğlu, Umut Sulubacak, Ahmet Cüneyd Tantuğ
Controllable Text Simplification with Lexical Constraint Loss
Daiki Nishihara, Tomoyuki Kajiwara, Yuki Arase
Attention and Lexicon Regularized LSTM for Aspect-based Sentiment Analysis
Lingxian Bao, Patrik Lambert, Toni Badia
STRASS: A Light and Effective Method for Extractive Summarization Based on Sentence Embeddings
Léo Bouscarrat, Antoine Bonnefoy, Thomas Peel et al.
From Bilingual to Multilingual Neural Machine Translation by Incremental Training
Carlos Escolano, Marta R. Costa-jussà, José A. R. Fonollosa
Automatic Generation of Personalized Comment Based on User Profile
Wenhuan Zeng, Abulikemu Abuduweili, Lei Li et al.
Reducing Gender Bias in Word-Level Language Models with a Gender-Equalizing Loss Function
Yusu Qian, Urwa Muaz, Ben Zhang et al.
Attention over Heads: A Multi-Hop Attention for Neural Machine Translation
Shohei Iida, Ryuichiro Kimura, Hongyi Cui et al.
Multiple Character Embeddings for Chinese Word Segmentation
Jianing Zhou, Jingkang Wang, Gongshen Liu
Computational Ad Hominem Detection
Pieter Delobelle, Murilo Cunha, Eric Massip Cano et al.
Dialogue-Act Prediction of Future Responses Based on Conversation History
Koji Tanaka, Junya Takayama, Yuki Arase
Joint Learning of Named Entity Recognition and Entity Linking
Pedro Henrique Martins, Zita Marinho, André F. T. Martins
Corpus Creation and Analysis for Named Entity Recognition in Telugu-English Code-Mixed Social Media Data
Vamshi Krishna Srirangam, Appidi Abhinav Reddy, Vinay Singh et al.
Incorporating Textual Information on User Behavior for Personality Prediction
Kosuke Yamada, Ryohei Sasano, Koichi Takeda
A Strong and Robust Baseline for Text-Image Matching
Fangyu Liu, Rongtian Ye
Towards Incremental Learning of Word Embeddings Using Context Informativeness
Alexandre Kabbach, Kristina Gulordava, Aurélie Herbelot
From Brain Space to Distributional Space: The Perilous Journeys of fMRI Decoding
Gosse Minnema, Aurélie Herbelot
Controlling Grammatical Error Correction Using Word Edit Rate
Kengo Hotate, Masahiro Kaneko, Satoru Katsumata et al.
Ranking of Potential Questions
Luise Schricker, Tatjana Scheffler
Māori Loanwords: A Corpus of New Zealand English Tweets
David Trye, Andreea Calude, Felipe Bravo-Marquez et al.