Papers
Financial Event Extraction Using Wikipedia-Based Weak Supervision
Liat Ein-Dor, Ariel Gera, Orith Toledo-Ronen et al.
Extracting Complex Relations from Banking Documents
Berke Oral, Erdem Emekligil, Seçil Arslan et al.
Proceedings of the Second Workshop on Economics and Natural Language Processing
Udo Hahn, Véronique Hoste, Zhu Zhang
Towards Actual (Not Operational) Textual Style Transfer Auto-Evaluation
Richard Yuanzhe Pang
Lexical Features Are More Vulnerable, Syntactic Features Have More Predictive Power
Jekaterina Novikova, Aparna Balagopalan, Ksenia Shkaruta et al.
Unsupervised Neologism Normalization Using Embedding Space Mapping
Nasser Zalmout, Kapil Thadani, Aasish Pappu
Normalization of Indonesian-English Code-Mixed Twitter Data
Anab Maulana Barik, Rahmad Mahendra, Mirna Adriani
Phonetic Normalization for Machine Translation of User Generated Content
José Carlos Rosales Núñez, Djamé Seddah, Guillaume Wisniewski
Contextualized context2vec
Kazuki Ashihara, Tomoyuki Kajiwara, Yuki Arase et al.
Additive Compositionality of Word Vectors
Yeon Seonwoo, Sungjoon Park, Dongkwan Kim et al.
An Edit-centric Approach for Wikipedia Article Quality Assessment
Edison Marrese-Taylor, Pablo Loyola, Yutaka Matsuo
Y’all should read this! Identifying Plurality in Second-Person Personal Pronouns in English Texts
Gabriel Stanovsky, Ronen Tamari
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