Papers
Discovering Phonesthemes with Sparse Regularization
Nelson F. Liu, Gina-Anne Levow, Noah A. Smith
Subword-level Composition Functions for Learning Word Embeddings
Bofang Li, Aleksandr Drozd, Tao Liu et al.
Addressing Low-Resource Scenarios with Character-aware Embeddings
Sean Papay, Sebastian Padó, Ngoc Thang Vu
A Comparison of Character Neural Language Model and Bootstrapping for Language Identification in Multilingual Noisy Texts
Wafia Adouane, Simon Dobnik, Jean-Philippe Bernardy et al.
Entropy-Based Subword Mining with an Application to Word Embeddings
Ahmed El-Kishky, Frank Xu, Aston Zhang et al.
Morphological Word Embeddings for Arabic Neural Machine Translation in Low-Resource Settings
Pamela Shapiro, Kevin Duh
Proceedings of the Second Workshop on Subword/Character LEvel Models
Manaal Faruqui, Hinrich Schütze, Isabel Trancoso et al.
Grounding the Semantics of Part-of-Day Nouns Worldwide using Twitter
David Vilares, Carlos Gómez-Rodríguez
Modeling Personality Traits of Filipino Twitter Users
Edward Tighe, Charibeth Cheng
Predicting Twitter User Demographics from Names Alone
Zach Wood-Doughty, Nicholas Andrews, Rebecca Marvin et al.
Reddit: A Gold Mine for Personality Prediction
Matej Gjurković, Jan Šnajder
Frustrated, Polite, or Formal: Quantifying Feelings and Tone in Email
Niyati Chhaya, Kushal Chawla, Tanya Goyal et al.
Understanding the Effect of Gender and Stance in Opinion Expression in Debates on “Abortion”
Esin Durmus, Claire Cardie
Johns Hopkins or johnny-hopkins: Classifying Individuals versus Organizations on Twitter
Zach Wood-Doughty, Praateek Mahajan, Mark Dredze
Observational Comparison of Geo-tagged and Randomly-drawn Tweets
Tom Lippincott, Annabelle Carrell
A Dataset of Hindi-English Code-Mixed Social Media Text for Hate Speech Detection
Aditya Bohra, Deepanshu Vijay, Vinay Singh et al.
Enabling Deep Learning of Emotion With First-Person Seed Expressions
Hassan Alhuzali, Muhammad Abdul-Mageed, Lyle Ungar
Building an annotated dataset of app store reviews with Appraisal features in English and Spanish
Natalia Mora, Julia Lavid-López
Social and Emotional Correlates of Capitalization on Twitter
Sophia Chan, Alona Fyshe
What makes us laugh? Investigations into Automatic Humor Classification
Vikram Ahuja, Taradheesh Bali, Navjyoti Singh
Proceedings of the Second Workshop on Computational Modeling of People’s Opinions, Personality, and Emotions in Social Media
Malvina Nissim, Viviana Patti, Barbara Plank et al.
Extrapolation in NLP
Jeff Mitchell, Pontus Stenetorp, Pasquale Minervini et al.