Xiaolong Hou — accepted AI-conference papers

2022

MM-DFN: Multimodal Dynamic Fusion Network for Emotion Recognition in Conversations

Dou Hu, Xiaolong Hou, Lingwei Wei, Lian-Xin Jiang, Yang Mo

ICASSP 2022accepted

Emotion Recognition in Conversations (ERC) has considerable prospects for developing empathetic machines. For multimodal ERC, it is vital to understand context and fuse modality information in conversations. Recent graph-based fusion methods generally aggregate multimodal information by exploring un…

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2022

VarMAE: Pre-training of Variational Masked Autoencoder for Domain-adaptive Language Understanding

Dou Hu, Xiaolong Hou, Xiyang Du, Mengyuan Zhou, Lianxin Jiang, Yang Mo +1

EMNLP 2022finding

Pre-trained language models have been widely applied to standard benchmarks. Due to the flexibility of natural language, the available resources in a certain domain can be restricted to support obtaining precise representation. To address this issue, we propose a novel Transformer-based language mod…

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