Papers
A Multi-View Sentiment Corpus
Debora Nozza, Elisabetta Fersini, Enza Messina
Exploring the Impact of Pragmatic Phenomena on Irony Detection in Tweets: A Multilingual Corpus Study
Jihen Karoui, Farah Benamara, Véronique Moriceau et al.
Stance Classification of Context-Dependent Claims
Roy Bar-Haim, Indrajit Bhattacharya, Francesco Dinuzzo et al.
Delexicalized Word Embeddings for Cross-lingual Dependency Parsing
Mathieu Dehouck, Pascal Denis
Parsing Universal Dependencies without training
Héctor Martínez Alonso, Željko Agić, Barbara Plank et al.
Cross-Lingual Dependency Parsing with Late Decoding for Truly Low-Resource Languages
Michael Schlichtkrull, Anders Søgaard
Integrating Meaning into Quality Evaluation of Machine Translation
Osman Başkaya, Eray Yildiz, Doruk Tunaoğlu et al.
Re-evaluating Automatic Metrics for Image Captioning
Mert Kilickaya, Aykut Erdem, Nazli Ikizler-Cinbis et al.
Computational Argumentation Quality Assessment in Natural Language
Henning Wachsmuth, Nona Naderi, Yufang Hou et al.
Evaluation by Association: A Systematic Study of Quantitative Word Association Evaluation
Ivan Vulić, Douwe Kiela, Anna Korhonen
Multitask Learning for Mental Health Conditions with Limited Social Media Data
Adrian Benton, Margaret Mitchell, Dirk Hovy
Recognizing Mentions of Adverse Drug Reaction in Social Media Using Knowledge-Infused Recurrent Models
Gabriel Stanovsky, Daniel Gruhl, Pablo Mendes
Chains of Reasoning over Entities, Relations, and Text using Recurrent Neural Networks
Rajarshi Das, Arvind Neelakantan, David Belanger et al.
If You Can’t Beat Them Join Them: Handcrafted Features Complement Neural Nets for Non-Factoid Answer Reranking
Dasha Bogdanova, Jennifer Foster, Daria Dzendzik et al.
Which is the Effective Way for Gaokao: Information Retrieval or Neural Networks?
Shangmin Guo, Xiangrong Zeng, Shizhu He et al.
Word Sense Disambiguation: A Unified Evaluation Framework and Empirical Comparison
Alessandro Raganato, Jose Camacho-Collados, Roberto Navigli
Unsupervised Does Not Mean Uninterpretable: The Case for Word Sense Induction and Disambiguation
Alexander Panchenko, Eugen Ruppert, Stefano Faralli et al.
Distinguishing Antonyms and Synonyms in a Pattern-based Neural Network
Kim Anh Nguyen, Sabine Schulte im Walde, Ngoc Thang Vu
Hypernyms under Siege: Linguistically-motivated Artillery for Hypernymy Detection
Vered Shwartz, Enrico Santus, Dominik Schlechtweg
Learning Compositionality Functions on Word Embeddings for Modelling Attribute Meaning in Adjective-Noun Phrases
Matthias Hartung, Fabian Kaupmann, Soufian Jebbara et al.
When is multitask learning effective? Semantic sequence prediction under varying data conditions
Héctor Martínez Alonso, Barbara Plank
Classifying Illegal Activities on Tor Network Based on Web Textual Contents
Mhd Wesam Al Nabki, Eduardo Fidalgo, Enrique Alegre et al.
Exploring Different Dimensions of Attention for Uncertainty Detection
Heike Adel, Hinrich Schütze
Neural Tree Indexers for Text Understanding
Tsendsuren Munkhdalai, Hong Yu