Recent Neural Methods on Slot Filling and Intent Classification for Task-Oriented Dialogue Systems: A Survey COLING

Samuel Louvan | Bernardo Magnini |

How Far Can We Go with Data Selection? A Case Study on Semantic Sequence Tagging Tasks EMNLP insights

Samuel Louvan | Bernardo Magnini |

Simple is Better! Lightweight Data Augmentation for Low Resource Slot Filling and Intent Classification PACLIC

Samuel Louvan | Bernardo Magnini |

Leveraging Non-Conversational Tasks for Low Resource Slot Filling: Does it help? WS

Samuel Louvan | Bernardo Magnini |

Multi-Task Active Learning for Neural Semantic Role Labeling on Low Resource Conversational Corpus ACL WS

Fariz Ikhwantri | Samuel Louvan | Kemal Kurniawan | Bagas Abisena | Valdi Rachman | Alfan Farizki Wicaksono | Rahmad Mahendra |

Exploring Named Entity Recognition As an Auxiliary Task for Slot Filling in Conversational Language Understanding EMNLP WS

Samuel Louvan | Bernardo Magnini |

Empirical Evaluation of Character-Based Model on Neural Named-Entity Recognition in Indonesian Conversational Texts EMNLP WS

Kemal Kurniawan | Samuel Louvan |

Cross Sentence Inference for Process Knowledge EMNLP

Samuel Louvan | Chetan Naik | Sadhana Kumaravel | Heeyoung Kwon | Niranjan Balasubramanian | Peter Clark |