Papers
Automatically augmenting an emotion dataset improves classification using audio
Egor Lakomkin, Cornelius Weber, Stefan Wermter
Age Group Classification with Speech and Metadata Multimodality Fusion
Denys Katerenchuk
Latent Variable Dialogue Models and their Diversity
Kris Cao, Stephen Clark
Explaining and Generalizing Skip-Gram through Exponential Family Principal Component Analysis
Ryan Cotterell, Adam Poliak, Benjamin Van Durme et al.
Identifying beneficial task relations for multi-task learning in deep neural networks
Joachim Bingel, Anders Søgaard
Using the Output Embedding to Improve Language Models
Ofir Press, Lior Wolf
On the Need of Cross Validation for Discourse Relation Classification
Wei Shi, Vera Demberg
A Practical Perspective on Latent Structured Prediction for Coreference Resolution
Iryna Haponchyk, Alessandro Moschitti
A Computational Analysis of the Language of Drug Addiction
Carlo Strapparava, Rada Mihalcea
Optimal encoding! - Information Theory constrains article omission in newspaper headlines
Robin Lemke, Eva Horch, Ingo Reich
Comparing Character-level Neural Language Models Using a Lexical Decision Task
Gaël Le Godais, Tal Linzen, Emmanuel Dupoux
Context-Aware Prediction of Derivational Word-forms
Ekaterina Vylomova, Ryan Cotterell, Timothy Baldwin et al.
A Rich Morphological Tagger for English: Exploring the Cross-Linguistic Tradeoff Between Morphology and Syntax
Christo Kirov, John Sylak-Glassman, Rebecca Knowles et al.
Are Emojis Predictable?
Francesco Barbieri, Miguel Ballesteros, Horacio Saggion
The Language of Place: Semantic Value from Geospatial Context
Anne Cocos, Chris Callison-Burch
The Semantic Proto-Role Linking Model
Aaron Steven White, Kyle Rawlins, Benjamin Van Durme
Instances and concepts in distributional space
Gemma Boleda, Abhijeet Gupta, Sebastian Padó
Learning to Negate Adjectives with Bilinear Models
Laura Rimell, Amandla Mabona, Luana Bulat et al.
MT/IE: Cross-lingual Open Information Extraction with Neural Sequence-to-Sequence Models
Sheng Zhang, Kevin Duh, Benjamin Van Durme
Detecting negation scope is easy, except when it isn’t
Federico Fancellu, Adam Lopez, Bonnie Webber et al.
Broad Context Language Modeling as Reading Comprehension
Zewei Chu, Hai Wang, Kevin Gimpel et al.
Crowd-Sourced Iterative Annotation for Narrative Summarization Corpora
Jessica Ouyang, Serina Chang, Kathy McKeown
The limits of automatic summarisation according to ROUGE
Natalie Schluter