Papers
The Fallacy of Echo Chambers: Analyzing the Political Slants of User-Generated News Comments in Korean Media
Jiyoung Han, Youngin Lee, Junbum Lee et al.
A Social Opinion Gold Standard for the Malta Government Budget 2018
Keith Cortis, Brian Davis
Minimally-Augmented Grammatical Error Correction
Roman Grundkiewicz, Marcin Junczys-Dowmunt
Grammatical Error Correction in Low-Resource Scenarios
Jakub Náplava, Milan Straka
An Ensemble of Humour, Sarcasm, and Hate Speechfor Sentiment Classification in Online Reviews
Rohan Badlani, Nishit Asnani, Manan Rai
Improving Neural Machine Translation Robustness via Data Augmentation: Beyond Back-Translation
Zhenhao Li, Lucia Specia
Adapting Deep Learning Methods for Mental Health Prediction on Social Media
Ivan Sekulic, Michael Strube
Improving Multi-label Emotion Classification by Integrating both General and Domain-specific Knowledge
Wenhao Ying, Rong Xiang, Qin Lu
No, you’re not alone: A better way to find people with similar experiences on Reddit
Zhilin Wang, Elena Rastorgueva, Weizhe Lin et al.
Enhancing BERT for Lexical Normalization
Benjamin Muller, Benoit Sagot, Djamé Seddah
Towards Automated Semantic Role Labelling of Hindi-English Code-Mixed Tweets
Riya Pal, Dipti Sharma
Contextual Text Denoising with Masked Language Model
Yifu Sun, Haoming Jiang
Benefits of Data Augmentation for NMT-based Text Normalization of User-Generated Content
Claudia Matos Veliz, Orphee De Clercq, Veronique Hoste
Incremental processing of noisy user utterances in the spoken language understanding task
Stefan Constantin, Jan Niehues, Alex Waibel
Discovering the Functions of Language in Online Forums
Youmna Ismaeil, Oana Balalau, Paramita Mirza
Distant Supervised Relation Extraction with Separate Head-Tail CNN
Rui Xing, Jie Luo
Extending Event Detection to New Types with Learning from Keywords
Viet Dac Lai, Thien Huu Nguyen
Robustness to Capitalization Errors in Named Entity Recognition
Sravan Bodapati, Hyokun Yun, Yaser Al-Onaizan
Identifying Linguistic Areas for Geolocation
Tommaso Fornaciari, Dirk Hovy
Dense Node Representation for Geolocation
Tommaso Fornaciari, Dirk Hovy
Geolocation with Attention-Based Multitask Learning Models
Tommaso Fornaciari, Dirk Hovy
What A Sunny Day ☔: Toward Emoji-Sensitive Irony Detection
Shirley Anugrah Hayati, Aditi Chaudhary, Naoki Otani et al.
Conceptualisation and Annotation of Drug Nonadherence Information for Knowledge Extraction from Patient-Generated Texts
Anja Belz, Richard Hoile, Elizabeth Ford et al.
Modelling Uncertainty in Collaborative Document Quality Assessment
Aili Shen, Daniel Beck, Bahar Salehi et al.
SmokEng: Towards Fine-grained Classification of Tobacco-related Social Media Text
Kartikey Pant, Venkata Himakar Yanamandra, Alok Debnath et al.