Papers
Multi-Task Learning Framework for Mining Crowd Intelligence towards Clinical Treatment
Shweta Yadav, Asif Ekbal, Sriparna Saha et al.
Modeling Inter-Aspect Dependencies for Aspect-Based Sentiment Analysis
Devamanyu Hazarika, Soujanya Poria, Prateek Vij et al.
Letting Emotions Flow: Success Prediction by Modeling the Flow of Emotions in Books
Suraj Maharjan, Sudipta Kar, Manuel Montes et al.
Knowledge-Enriched Two-Layered Attention Network for Sentiment Analysis
Abhishek Kumar, Daisuke Kawahara, Sadao Kurohashi
Transition-Based Chinese AMR Parsing
Chuan Wang, Bin Li, Nianwen Xue
The Word Analogy Testing Caveat
Natalie Schluter
Sluice Resolution without Hand-Crafted Features over Brittle Syntax Trees
Ola Rønning, Daniel Hardt, Anders Søgaard
Similarity Measures for the Detection of Clinical Conditions with Verbal Fluency Tasks
Felipe Paula, Rodrigo Wilkens, Marco Idiart et al.
Semantic Pleonasm Detection
Omid Kashefi, Andrew T. Lucas, Rebecca Hwa
Mittens: an Extension of GloVe for Learning Domain-Specialized Representations
Nicholas Dingwall, Christopher Potts
Lexical Substitution for Evaluating Compositional Distributional Models
Maja Buljan, Sebastian Padó, Jan Šnajder
Introducing Two Vietnamese Datasets for Evaluating Semantic Models of (Dis-)Similarity and Relatedness
Kim Anh Nguyen, Sabine Schulte im Walde, Ngoc Thang Vu
Frustratingly Easy Meta-Embedding – Computing Meta-Embeddings by Averaging Source Word Embeddings
Joshua Coates, Danushka Bollegala
Evaluating bilingual word embeddings on the long tail
Fabienne Braune, Viktor Hangya, Tobias Eder et al.
Discriminating between Lexico-Semantic Relations with the Specialization Tensor Model
Goran Glavaš, Ivan Vulić
Directional Skip-Gram: Explicitly Distinguishing Left and Right Context for Word Embeddings
Yan Song, Shuming Shi, Jing Li et al.
Diachronic Usage Relatedness (DURel): A Framework for the Annotation of Lexical Semantic Change
Dominik Schlechtweg, Sabine Schulte im Walde, Stefanie Eckmann
Determining Event Durations: Models and Error Analysis
Alakananda Vempala, Eduardo Blanco, Alexis Palmer
Character-Based Neural Networks for Sentence Pair Modeling
Wuwei Lan, Wei Xu
Analogies in Complex Verb Meaning Shifts: the Effect of Affect in Semantic Similarity Models
Maximilian Köper, Sabine Schulte im Walde
A Transition-Based Algorithm for Unrestricted AMR Parsing
David Vilares, Carlos Gómez-Rodríguez
Si O No, Que Penses? Catalonian Independence and Linguistic Identity on Social Media
Ian Stewart, Yuval Pinter, Jacob Eisenstein
Training Structured Prediction Energy Networks with Indirect Supervision
Amirmohammad Rooshenas, Aishwarya Kamath, Andrew McCallum
Reference-less Measure of Faithfulness for Grammatical Error Correction
Leshem Choshen, Omri Abend