StylePTB: A Compositional Benchmark for Fine-grained Controllable Text Style Transfer NAACL

Yiwei Lyu | Paul Pu Liang | Hai Pham | Eduard Hovy | Barnabás Póczos | Ruslan Salakhutdinov | Louis-Philippe Morency |

Proceedings of the Third Workshop on Multimodal Artificial Intelligence NAACL maiworkshop

Amir Zadeh | Louis-Philippe Morency | Paul Pu Liang | Candace Ross | Ruslan Salakhutdinov | Soujanya Poria | Erik Cambria | Kelly Shi |

Learning Language and Multimodal Privacy-Preserving Markers of Mood from Mobile Data ACL IJCNLP

Paul Pu Liang | Terrance Liu | Anna Cai | Michal Muszynski | Ryo Ishii | Nick Allen | Randy Auerbach | David Brent | Ruslan Salakhutdinov | Louis-Philippe Morency |

Second Grand-Challenge and Workshop on Multimodal Language (Challenge-HML) ACL Challenge-HML WS

Amir Zadeh | Louis-Philippe Morency | Paul Pu Liang | Soujanya Poria |

Towards Debiasing Sentence Representations ACL

Paul Pu Liang | Irene Mengze Li | Emily Zheng | Yao Chong Lim | Ruslan Salakhutdinov | Louis-Philippe Morency |

CMU-MOSEAS: A Multimodal Language Dataset for Spanish, Portuguese, German and French EMNLP

AmirAli Bagher Zadeh | Yansheng Cao | Simon Hessner | Paul Pu Liang | Soujanya Poria | Louis-Philippe Morency |

Strong and Simple Baselines for Multimodal Utterance Embeddings NAACL

Paul Pu Liang | Yao Chong Lim | Yao-Hung Hubert Tsai | Ruslan Salakhutdinov | Louis-Philippe Morency |

Learning Representations from Imperfect Time Series Data via Tensor Rank Regularization ACL

Paul Pu Liang | Zhun Liu | Yao-Hung Hubert Tsai | Qibin Zhao | Ruslan Salakhutdinov | Louis-Philippe Morency |

Multimodal Transformer for Unaligned Multimodal Language Sequences ACL

Yao-Hung Hubert Tsai | Shaojie Bai | Paul Pu Liang | J. Zico Kolter | Louis-Philippe Morency | Ruslan Salakhutdinov |

Multimodal Language Analysis with Recurrent Multistage Fusion EMNLP

Paul Pu Liang | Ziyin Liu | AmirAli Bagher Zadeh | Louis-Philippe Morency |

Multimodal Language Analysis in the Wild: CMU-MOSEI Dataset and Interpretable Dynamic Fusion Graph ACL

AmirAli Bagher Zadeh | Paul Pu Liang | Soujanya Poria | Erik Cambria | Louis-Philippe Morency |

Efficient Low-rank Multimodal Fusion With Modality-Specific Factors ACL

Zhun Liu | Ying Shen | Varun Bharadhwaj Lakshminarasimhan | Paul Pu Liang | AmirAli Bagher Zadeh | Louis-Philippe Morency |

Proceedings of Grand Challenge and Workshop on Human Multimodal Language (Challenge-HML) ACL WS

Amir Zadeh | Paul Pu Liang | Louis-Philippe Morency | Soujanya Poria | Erik Cambria | Stefan Scherer |

Seq2Seq2Sentiment: Multimodal Sequence to Sequence Models for Sentiment Analysis ACL WS

Hai Pham | Thomas Manzini | Paul Pu Liang | Barnabás Poczós |