Abstract is missing.
- Deep Generalized Canonical Correlation AnalysisAdrian Benton, Huda Khayrallah, Biman Gujral, Dee Ann Reisinger, Sheng Zhang 0012, Raman Arora. 1-6 [doi]
- To Tune or Not to Tune? Adapting Pretrained Representations to Diverse TasksMatthew E. Peters, Sebastian Ruder, Noah A. Smith. 7-14 [doi]
- Generative Adversarial Networks for Text Using Word2vec IntermediariesAkshay Budhkar, Krishnapriya Vishnubhotla, Safwan Hossain, Frank Rudzicz. 15-26 [doi]
- An Evaluation of Language-Agnostic Inner-Attention-Based Representations in Machine TranslationAlessandro Raganato, Raúl Vázquez, Mathias Creutz, Jörg Tiedemann. 27-32 [doi]
- Multilingual NMT with a Language-Independent Attention BridgeRaúl Vázquez, Alessandro Raganato, Jörg Tiedemann, Mathias Creutz. 33-39 [doi]
- Efficient Language Modeling with Automatic Relevance Determination in Recurrent Neural NetworksMaxim Kodryan, Artem M. Grachev, Dmitry I. Ignatov, Dmitry P. Vetrov. 40-48 [doi]
- MoRTy: Unsupervised Learning of Task-specialized Word Embeddings by AutoencodingNils Rethmeier, Barbara Plank. 49-54 [doi]
- Pitfalls in the Evaluation of Sentence EmbeddingsSteffen Eger, Andreas Rücklé, Iryna Gurevych. 55-60 [doi]
- Learning Bilingual Sentence Embeddings via Autoencoding and Computing Similarities with a Multilayer PerceptronYunsu Kim, Hendrik Rosendahl, Nick Rossenbach, Jan Rosendahl, Shahram Khadivi, Hermann Ney. 61-71 [doi]
- Specializing Distributional Vectors of All Words for Lexical EntailmentAishwarya Kamath, Jonas Pfeiffer, Edoardo Maria Ponti, Goran Glavas, Ivan Vulic. 72-83 [doi]
- Composing Noun Phrase Vector RepresentationsAikaterini-Lida Kalouli, Valeria de Paiva, Richard S. Crouch. 84-95 [doi]
- Towards Robust Named Entity Recognition for Historic GermanStefan Schweter, Johannes Baiter. 96-103 [doi]
- On Evaluating Embedding Models for Knowledge Base CompletionYanjie Wang, Daniel Ruffinelli, Rainer Gemulla, Samuel Broscheit, Christian Meilicke. 104-112 [doi]
- Constructive Type-Logical Supertagging With Self-Attention NetworksKonstantinos Kogkalidis, Michael Moortgat, Tejaswini Deoskar. 113-123 [doi]
- Auto-Encoding Variational Neural Machine TranslationBryan Eikema, Wilker Aziz. 124-141 [doi]
- Learning Bilingual Word Embeddings Using Lexical DefinitionsWeijia Shi, Muhao Chen, Yingtao Tian, Kai-Wei Chang. 142-147 [doi]
- An Empirical Study on Pre-trained Embeddings and Language Models for Bot DetectionAndrés García-Silva, Cristian Berrio, José Manuél Gómez-Pérez. 148-155 [doi]
- Probing Multilingual Sentence Representations With X-ProbeVinit Ravishankar, Lilja Øvrelid, Erik Velldal. 156-168 [doi]
- Fine-Grained Entity Typing in Hyperbolic SpaceFederico López, Benjamin Heinzerling, Michael Strube 0001. 169-180 [doi]
- Learning Multilingual Meta-Embeddings for Code-Switching Named Entity RecognitionGenta Indra Winata, Zhaojiang Lin, Pascale Fung. 181-186 [doi]
- Investigating Sub-Word Embedding Strategies for the Morphologically Rich and Free Phrase-Order HungarianBálint Döbrössy, Márton Makrai, Balázs Tarján, György Szaszák. 187-193 [doi]
- A Self-Training Approach for Short Text ClusteringAmir Hadifar, Lucas Sterckx, Thomas Demeester, Chris Develder. 194-199 [doi]
- Improving Word Embeddings Using Kernel PCAVishwani Gupta, Sven Giesselbach, Stefan Rüping 0001, Christian Bauckhage. 200-208 [doi]
- Assessing Incrementality in Sequence-to-Sequence ModelsDennis Ulmer, Dieuwke Hupkes, Elia Bruni. 209-217 [doi]
- On Committee Representations of Adversarial Learning Models for Question-Answer RankingSparsh Gupta, Vitor R. Carvalho. 218-223 [doi]
- Meta-Learning Improves Lifelong Relation ExtractionAbiola Obamuyide, Andreas Vlachos. 224-229 [doi]
- Best Practices for Learning Domain-Specific Cross-Lingual EmbeddingsLena Shakurova, Beata Nyari, Chao Li, Mihai Rotaru. 230-234 [doi]
- Effective Dimensionality Reduction for Word EmbeddingsVikas Raunak, Vivek Gupta, Florian Metze. 235-243 [doi]
- Learning Word Embeddings without Context VectorsAlexey Zobnin, Evgenia Elistratova. 244-249 [doi]
- Learning Cross-Lingual Sentence Representations via a Multi-task Dual-Encoder ModelMuthuraman Chidambaram, Yinfei Yang, Daniel Cer, Steve Yuan, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil. 250-259 [doi]
- Modality-based Factorization for Multimodal FusionElham J. Barezi, Pascale Fung. 260-269 [doi]
- Leveraging Pre-Trained Embeddings for Welsh TaggersIgnatius Ezeani, Scott Piao, Steven Neale, Paul Rayson, Dawn Knight. 270-280 [doi]