Search Results for author: Jinming Zhao

Found 9 papers, 8 papers with code

Multi-Task Learning Framework for Emotion Recognition in-the-wild

1 code implementation19 Jul 2022 Tenggan Zhang, Chuanhe Liu, Xiaolong Liu, Yuchen Liu, Liyu Meng, Lei Sun, Wenqiang Jiang, Fengyuan Zhang, Jinming Zhao, Qin Jin

This paper presents our system for the Multi-Task Learning (MTL) Challenge in the 4th Affective Behavior Analysis in-the-wild (ABAW) competition.

Emotion Recognition Multi-Task Learning +1

M-Adapter: Modality Adaptation for End-to-End Speech-to-Text Translation

1 code implementation3 Jul 2022 Jinming Zhao, Hao Yang, Ehsan Shareghi, Gholamreza Haffari

End-to-end speech-to-text translation models are often initialized with pre-trained speech encoder and pre-trained text decoder.

Speech-to-Text Translation Translation

M3ED: Multi-modal Multi-scene Multi-label Emotional Dialogue Database

1 code implementation ACL 2022 Jinming Zhao, Tenggan Zhang, Jingwen Hu, Yuchen Liu, Qin Jin, Xinchao Wang, Haizhou Li

In this work, we propose a Multi-modal Multi-scene Multi-label Emotional Dialogue dataset, M3ED, which contains 990 dyadic emotional dialogues from 56 different TV series, a total of 9, 082 turns and 24, 449 utterances.

Emotion Recognition

MEmoBERT: Pre-training Model with Prompt-based Learning for Multimodal Emotion Recognition

no code implementations27 Oct 2021 Jinming Zhao, Ruichen Li, Qin Jin, Xinchao Wang, Haizhou Li

Multimodal emotion recognition study is hindered by the lack of labelled corpora in terms of scale and diversity, due to the high annotation cost and label ambiguity.

Emotion Classification Multimodal Emotion Recognition +1

Missing Modality Imagination Network for Emotion Recognition with Uncertain Missing Modalities

1 code implementation ACL 2021 Jinming Zhao, Ruichen Li, Qin Jin

However, in real-world applications, we often encounter the problem of missing modality, and which modalities will be missing is uncertain.

Emotion Recognition

MMGCN: Multimodal Fusion via Deep Graph Convolution Network for Emotion Recognition in Conversation

1 code implementation ACL 2021 Jingwen Hu, Yuchen Liu, Jinming Zhao, Qin Jin

Emotion recognition in conversation (ERC) is a crucial component in affective dialogue systems, which helps the system understand users' emotions and generate empathetic responses.

Emotion Recognition in Conversation

SummPip: Unsupervised Multi-Document Summarization with Sentence Graph Compression

1 code implementation17 Jul 2020 Jinming Zhao, Ming Liu, Longxiang Gao, Yuan Jin, Lan Du, He Zhao, He Zhang, Gholamreza Haffari

Obtaining training data for multi-document summarization (MDS) is time consuming and resource-intensive, so recent neural models can only be trained for limited domains.

Document Summarization Multi-Document Summarization

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