Ensemble Self-Training for Low-Resource Languages: Grapheme-to-Phoneme Conversion and Morphological Inflection ACL SIGMORPHON WS

Xiang Yu | Ngoc Thang Vu | Jonas Kuhn |

ADVISER: A Toolkit for Developing Multi-modal, Multi-domain and Socially-engaged Conversational Agents ACL

Chia-Yu Li | Daniel Ortega | Dirk Väth | Florian Lux | Lindsey Vanderlyn | Maximilian Schmidt | Michael Neumann | Moritz Völkel | Pavel Denisov | Sabrina Jenne | Zorica Kacarevic | Ngoc Thang Vu |

Fast and Accurate Non-Projective Dependency Tree Linearization ACL

Xiang Yu | Simon Tannert | Ngoc Thang Vu | Jonas Kuhn |

IMSurReal Too: IMS in the Surface Realization Shared Task 2020 COLING MSR

Xiang Yu | Simon Tannert | Ngoc Thang Vu | Jonas Kuhn |

Fine-tuning BERT for Low-Resource Natural Language Understanding via Active Learning COLING

Daniel Grießhaber | Johannes Maucher | Ngoc Thang Vu |

A Two-stage Model for Slot Filling in Low-resource Settings: Domain-agnostic Non-slot Reduction and Pretrained Contextual Embeddings EMNLP sustainlp

Cennet Oguz | Ngoc Thang Vu |

F1 is Not Enough! Models and Evaluation Towards User-Centered Explainable Question Answering EMNLP

Hendrik Schuff | Heike Adel | Ngoc Thang Vu |

Interpreting Attention Models with Human Visual Attention in Machine Reading Comprehension CoNLL

Ekta Sood | Simon Tannert | Diego Frassinelli | Andreas Bulling | Ngoc Thang Vu |

ArzEn: A Speech Corpus for Code-switched Egyptian Arabic-English LREC

Injy Hamed | Ngoc Thang Vu | Slim Abdennadher |

Cairo Student Code-Switch (CSCS) Corpus: An Annotated Egyptian Arabic-English Corpus LREC

Mohamed Balabel | Injy Hamed | Slim Abdennadher | Ngoc Thang Vu | Özlem Çetinoğlu |

IMSurReal: IMS at the Surface Realization Shared Task 2019 EMNLP WS

Xiang Yu | Agnieszka Falenska | Marina Haid | Ngoc Thang Vu | Jonas Kuhn |

ADVISER: A Dialog System Framework for Education & Research ACL

Daniel Ortega | Dirk Väth | Gianna Weber | Lindsey Vanderlyn | Maximilian Schmidt | Moritz Völkel | Zorica Karacevic | Ngoc Thang Vu |

Learning the Dyck Language with Attention-based Seq2Seq Models ACL WS

Xiang Yu | Ngoc Thang Vu | Jonas Kuhn |

To Combine or Not To Combine? A Rainbow Deep Reinforcement Learning Agent for Dialog Policies WS

Dirk Väth | Ngoc Thang Vu |

Head-First Linearization with Tree-Structured Representation INLG WS

Xiang Yu | Agnieszka Falenska | Ngoc Thang Vu | Jonas Kuhn |

Comparing Attention-Based Convolutional and Recurrent Neural Networks: Success and Limitations in Machine Reading Comprehension CoNLL

Matthias Blohm | Glorianna Jagfeld | Ekta Sood | Xiang Yu | Ngoc Thang Vu |

Introducing Two Vietnamese Datasets for Evaluating Semantic Models of (Dis-)Similarity and Relatedness NAACL

Kim Anh Nguyen | Sabine Schulte im Walde | Ngoc Thang Vu |

Addressing Low-Resource Scenarios with Character-aware Embeddings NAACL SCLeM WS

Sean Papay | Sebastian Padó | Ngoc Thang Vu |

Approximate Dynamic Oracle for Dependency Parsing with Reinforcement Learning EMNLP WS

Xiang Yu | Ngoc Thang Vu | Jonas Kuhn |

Sequence-to-Sequence Models for Data-to-Text Natural Language Generation: Word- vs. Character-based Processing and Output Diversity INLG WS

Glorianna Jagfeld | Sabrina Jenne | Ngoc Thang Vu |

Hierarchical Embeddings for Hypernymy Detection and Directionality EMNLP

Kim Anh Nguyen | Maximilian Köper | Sabine Schulte im Walde | Ngoc Thang Vu |

Distinguishing Antonyms and Synonyms in a Pattern-based Neural Network EACL

Kim Anh Nguyen | Sabine Schulte im Walde | Ngoc Thang Vu |

Character Composition Model with Convolutional Neural Networks for Dependency Parsing on Morphologically Rich Languages ACL

Xiang Yu | Ngoc Thang Vu |

A General-Purpose Tagger with Convolutional Neural Networks WS

Xiang Yu | Agnieszka Falenska | Ngoc Thang Vu |

Encoding Word Confusion Networks with Recurrent Neural Networks for Dialog State Tracking WS

Glorianna Jagfeld | Ngoc Thang Vu |

Enriching ASR Lattices with POS Tags for Dependency Parsing WS

Moritz Stiefel | Ngoc Thang Vu |

Improving coreference resolution with automatically predicted prosodic information WS

Ina Roesiger | Sabrina Stehwien | Arndt Riester | Ngoc Thang Vu |

Neural-based Context Representation Learning for Dialog Act Classification SIGDIAL WS

Daniel Ortega | Ngoc Thang Vu |

Neural-based Noise Filtering from Word Embeddings COLING

Kim Anh Nguyen | Sabine Schulte im Walde | Ngoc Thang Vu |

Combining Recurrent and Convolutional Neural Networks for Relation Classification NAACL

Ngoc Thang Vu | Heike Adel | Pankaj Gupta | Hinrich Schütze |

Integrating Distributional Lexical Contrast into Word Embeddings for Antonym-Synonym Distinction ACL

Kim Anh Nguyen | Sabine Schulte im Walde | Ngoc Thang Vu |

Towards a text analysis system for political debates LaTeCH WS

Dieu-Thu Le | Ngoc Thang Vu | Andre Blessing |

Challenges of Computational Processing of Code-Switching WS

Özlem Çetinoğlu | Sarah Schulz | Ngoc Thang Vu |

CIS-positive: A Combination of Convolutional Neural Networks and Support Vector Machines for Sentiment Analysis in Twitter *SEMEVAL

Sebastian Ebert | Ngoc Thang Vu | Hinrich Schütze |

A Linguistically Informed Convolutional Neural Network WASSA WS

Sebastian Ebert | Ngoc Thang Vu | Hinrich Schütze |

Exploration of the Impact of Maximum Entropy in Recurrent Neural Network Language Models for Code-Switching Speech CodeSwitch WS

Ngoc Thang Vu | Tanja Schultz |

Combination of Recurrent Neural Networks and Factored Language Models for Code-Switching Language Modeling ACL

Heike Adel | Ngoc Thang Vu | Tanja Schultz |

Speech recognition for machine translation in Quaero IWSLT

Lori Lamel | Sandrine Courcinous | Julien Despres | Jean-Luc Gauvain | Yvan Josse | Kevin Kilgour | Florian Kraft | Viet-Bac Le | Hermann Ney | Markus Nußbaum-Thom | Ilya Oparin | Tim Schlippe | Ralf Schlüter | Tanja Schultz | Thiago Fraga da Silva | Sebastian Stüker | Martin Sundermeyer | Bianca Vieru | Ngoc Thang Vu | Alexander Waibel | Cécile Woehrling |