Resources & Methods

The SIWIS Database: A Multilingual Speech Database with Acted Emphasis Interspeech 2016 Towards Sub-Word Level Compositions for Sentiment Analysis of Hindi-English Code Mixed Text COLING 2016 Universal Dependencies for Turkish COLING 2016 Valencer: an API to Query Valence Patterns in FrameNet COLING 2016 Visual Word2Vec (vis-w2v): Learning Visually Grounded Word Embeddings Using Abstract Scenes CVPR 2016 What topic do you want to hear about? A bilingual talking robot using English and Japanese Wikipedias COLING 2016 Word Embeddings, Analogies, and Machine Learning: Beyond king - man + woman = queen COLING 2016 Word Midas Powered by StringNet: Discovering Lexicogrammatical Constructions in Situ COLING 2016 Zero-resource Dependency Parsing: Boosting Delexicalized Cross-lingual Transfer with Linguistic Knowledge COLING 2016 A Linear Dynamical System Model for Text ICML 2015 A Unified Framework for Jointly Learning Distributed Representations of Word and Attributes ACML 2015 From Word Embeddings To Document Distances ICML 2015 Incorporating Trustiness and Collective Synonym/Contrastive Evidence into Taxonomy Construction EMNLP 2015 Model Selection for Topic Models via Spectral Decomposition AISTATS 2015 Skip-Thought Vectors NeurIPS 2015 Altitude Training: Strong Bounds for Single-Layer Dropout NeurIPS 2014 A Multiplicative Model for Learning Distributed Text-Based Attribute Representations NeurIPS 2014 Analysis of Variational Bayesian Latent Dirichlet Allocation: Weaker Sparsity Than MAP NeurIPS 2014 An Autoencoder Approach to Learning Bilingual Word Representations NeurIPS 2014 Capturing Semantically Meaningful Word Dependencies with an Admixture of Poisson MRFs NeurIPS 2014 Learning a Concept Hierarchy from Multi-labeled Documents NeurIPS 2014 Learning Bilingual Word Representations by Marginalizing Alignments ACL 2014 Neural Word Embedding as Implicit Matrix Factorization NeurIPS 2014 The Inverse Regression Topic Model ICML 2014 A Novel Two-Step Method for Cross Language Representation Learning NeurIPS 2013