Papers
Unsupervised Learning of Sentence Embeddings Using Compositional n-Gram Features
Matteo Pagliardini, Prakhar Gupta, Martin Jaggi
Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical Resources
Ivan Vulić, Goran Glavaš, Nikola Mrkšić et al.
Neural Tensor Networks with Diagonal Slice Matrices
Takahiro Ishihara, Katsuhiko Hayashi, Hitoshi Manabe et al.
Mining Possessions: Existence, Type and Temporal Anchors
Dhivya Chinnappa, Eduardo Blanco
Distributional Inclusion Vector Embedding for Unsupervised Hypernymy Detection
Haw-Shiuan Chang, Ziyun Wang, Luke Vilnis et al.
Deep Neural Models of Semantic Shift
Alex Rosenfeld, Katrin Erk
attr2vec: Jointly Learning Word and Contextual Attribute Embeddings with Factorization Machines
Fabio Petroni, Vassilis Plachouras, Timothy Nugent et al.
Abstract Meaning Representation for Paraphrase Detection
Fuad Issa, Marco Damonte, Shay B. Cohen et al.
Being Negative but Constructively: Lessons Learnt from Creating Better Visual Question Answering Datasets
Wei-Lun Chao, Hexiang Hu, Fei Sha
Comparatives, Quantifiers, Proportions: a Multi-Task Model for the Learning of Quantities from Vision
Sandro Pezzelle, Ionut-Teodor Sorodoc, Raffaella Bernardi
Learning Visually Grounded Sentence Representations
Douwe Kiela, Alexis Conneau, Allan Jabri et al.
Scene Graph Parsing as Dependency Parsing
Yu-Siang Wang, Chenxi Liu, Xiaohui Zeng et al.
Before Name-Calling: Dynamics and Triggers of Ad Hominem Fallacies in Web Argumentation
Ivan Habernal, Henning Wachsmuth, Iryna Gurevych et al.
Microblog Conversation Recommendation via Joint Modeling of Topics and Discourse
Xingshan Zeng, Jing Li, Lu Wang et al.
Deep Dirichlet Multinomial Regression
Adrian Benton, Mark Dredze
Classical Structured Prediction Losses for Sequence to Sequence Learning
Sergey Edunov, Myle Ott, Michael Auli et al.
Universal Neural Machine Translation for Extremely Low Resource Languages
Jiatao Gu, Hany Hassan, Jacob Devlin et al.
Improving Lexical Choice in Neural Machine Translation
Toan Nguyen, David Chiang
Comparing Constraints for Taxonomic Organization
Anne Cocos, Marianna Apidianaki, Chris Callison-Burch
Learning beyond Datasets: Knowledge Graph Augmented Neural Networks for Natural Language Processing
Annervaz K M, Somnath Basu Roy Chowdhury, Ambedkar Dukkipati
Variable Typing: Assigning Meaning to Variables in Mathematical Text
Yiannos Stathopoulos, Simon Baker, Marek Rei et al.
Zero-Shot Sequence Labeling: Transferring Knowledge from Sentences to Tokens
Marek Rei, Anders Søgaard
Tempo-Lexical Context Driven Word Embedding for Cross-Session Search Task Extraction
Procheta Sen, Debasis Ganguly, Gareth Jones
QuickEdit: Editing Text & Translations by Crossing Words Out
David Grangier, Michael Auli