【论文整理】EMNLP-IJCNLP 2019 Papers Poster & Demo Session Machine Translation and Mulitilinguality

Poster & Demo Session

Machine Translation and Mulitilinguality, Phonology, Morphology and Word Segmentation, Tagging, Chunking, Syntax and Parsing

• Explicit Cross-lingual Pre-training for Unsupervised Machine Translation (#233) [arXiv]
• Latent Part-of-Speech Sequences for Neural Machine Translation (#410) [arXiv]
• Improving Back-Translation with Uncertainty-based Confidence Estimation (#798) [arXiv]
• Towards Linear Time Neural Machine Translation with Capsule Networks (#846) [arXiv]
• Modeling Multi-mapping relations for Precise Cross-lingual Entity Alignment (#985)
• Supervised and Nonlinear Alignment of Two Embedding Spaces for Dictionary Induction in Low Resourced Languages (#1226)
• Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERT (#1414) [arXiv]
• Iterative Dual Domain Adaptation for Neural Machine Translation (#1427)
• Multi-agent Learning for Neural Machine Translation (#1484) [arXiv]
• Pivot-based Transfer Learning for Neural Machine Translation between non-English Languages (#1869) [arXiv]
• Context-Aware Monolingual Repair for Neural Machine Translation (#1967) [arXiv]
• Multi-Granularity Self-Attention for Neural Machine Translation (#2330) [arXiv]
• The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling Objectives (#2415) [arXiv]
• Improving Deep Transformer with Depth-Scaled Initialization and Merged Attention (#2537) [arXiv]
• A Discriminative Neural Model for Cross-Lingual Word Alignment (#2961) [arXiv]
• One Model to Learn Both: Zero Pronoun Prediction and Translation (#3571) [arXiv]
• Dynamic Past and Future for Neural Machine Translation (#3601) [arXiv]
• Revisit Automatic Error Detection for Wrong and Missing Translation ‐ A Supervised Approach (#3770)
• Towards Understanding Neural Machine Translation with Word Importance (#3857) [arXiv]
• Multilingual Neural Machine Translation with Language Clustering (#4056) [arXiv]
• Don’t Forget the Long Tail! A Comprehensive Analysis of Morphological Generalization in Bilingual Lexicon Induction (#1065) [arXiv]
• A Functionalist Account of Vowel System Typology (#1268)
• Pushing the Limits of Low-Resource Morphological Inflection (#2230) [arXiv]
• Morphological Analysis Using a Sequence Decoder (#TACL-1654)
• Cross-Lingual Dependency Parsing Using Code-Mixed TreeBank (#205) [arXiv]
• Hierarchical Pointer Net Parsing (#531) [arXiv]
• Semi-Supervised Semantic Role Labeling with Cross-View Training (#719)
• Low-Resource Sequence Labeling via Unsupervised Multilingual Contextualized Representations (#809)
• A Lexicon-Based Graph Neural Network for Chinese NER (#863)
• CM-Net: A Novel Collaborative Memory Network for Spoken Language Understanding (#1556) [arXiv]
• Tree Transformer: Integrating Tree Structures into Self-Attention (#1794) [arXiv]
• Semantic Role Labeling with Iterative Structure Refinement (#2179) [arXiv]
• Entity Projection via Machine-Translation for Cross-Lingual NER (#2724) [arXiv]
• A Bayesian Approach for Sequence Tagging with Crowds (#2738) [arXiv]
• A systematic comparison of methods for low-resource dependency parsing on genuinely low-resource languages (#3091) [arXiv]
• Target Language-Aware Constrained Inference for Cross-lingual Dependency Parsing (#3368) [arXiv]
• Look-up and Adapt: A One-shot Semantic Parser (#3711)
• Similarity Based Auxiliary Classifier for Named Entity Recognition (#3886)
• Variable beam search for generative neural parsing and its relevance for neuro-imaging signal analysis (#4015)

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