Papers
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
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 2, Short Papers
Mirella Lapata, Phil Blunsom, Alexander Koller
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.
A Data-Oriented Model of Literary Language
Andreas van Cranenburgh, Rens Bod
A Multi-task Approach to Predict Likability of Books
Suraj Maharjan, John Arevalo, Manuel Montes et al.
Using support vector machines and state-of-the-art algorithms for phonetic alignment to identify cognates in multi-lingual wordlists
Gerhard Jäger, Johann-Mattis List, Pavel Sofroniev
Analyzing Semantic Change in Japanese Loanwords
Hiroya Takamura, Ryo Nagata, Yoshifumi Kawasaki
Noise Mitigation for Neural Entity Typing and Relation Extraction
Yadollah Yaghoobzadeh, Heike Adel, Hinrich Schütze
Distant Supervision for Relation Extraction beyond the Sentence Boundary
Chris Quirk, Hoifung Poon
Entity Extraction in Biomedical Corpora: An Approach to Evaluate Word Embedding Features with PSO based Feature Selection
Shweta Yadav, Asif Ekbal, Sriparna Saha et al.
Structured Learning for Temporal Relation Extraction from Clinical Records
Artuur Leeuwenberg, Marie-Francine Moens
Authorship Attribution Using Text Distortion
Efstathios Stamatatos
Predicting Counselor Behaviors in Motivational Interviewing Encounters
Verónica Pérez-Rosas, Rada Mihalcea, Kenneth Resnicow et al.
“PageRank” for Argument Relevance
Henning Wachsmuth, Benno Stein, Yamen Ajjour
Very Deep Convolutional Networks for Text Classification
Alexis Conneau, Holger Schwenk, Loïc Barrault et al.
Grouping business news stories based on salience of named entities
Llorenç Escoter, Lidia Pivovarova, Mian Du et al.
Bilingual Lexicon Induction by Learning to Combine Word-Level and Character-Level Representations
Geert Heyman, Ivan Vulić, Marie-Francine Moens