Papers
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
Lexical Simplification with Neural Ranking
Gustavo Paetzold, Lucia Specia
Using Twitter Language to Predict the Real Estate Market
Mohammadzaman Zamani, H. Andrew Schwartz
Robust Training under Linguistic Adversity
Yitong Li, Trevor Cohn, Timothy Baldwin
An experimental analysis of Noise-Contrastive Estimation: the noise distribution matters
Matthieu Labeau, Alexandre Allauzen
URIEL and lang2vec: Representing languages as typological, geographical, and phylogenetic vectors
Patrick Littell, David R. Mortensen, Ke Lin et al.
Multilingual Back-and-Forth Conversion between Content and Function Head for Easy Dependency Parsing
Ryosuke Kohita, Hiroshi Noji, Yuji Matsumoto
Neural Architectures for Fine-grained Entity Type Classification
Sonse Shimaoka, Pontus Stenetorp, Kentaro Inui et al.
Incremental Discontinuous Phrase Structure Parsing with the GAP Transition
Maximin Coavoux, Benoît Crabbé
What Do Recurrent Neural Network Grammars Learn About Syntax?
Adhiguna Kuncoro, Miguel Ballesteros, Lingpeng Kong et al.
Aye or naw, whit dae ye hink? Scottish independence and linguistic identity on social media
Philippa Shoemark, Debnil Sur, Luke Shrimpton et al.