no code implementations • Findings (ACL) 2022 • Yue Mao, Yi Shen, Jingchao Yang, Xiaoying Zhu, Longjun Cai
A tree can represent “1-to-n” relations (e. g., an aspect term may correspond to multiple opinion terms) and the paths of a tree are independent and do not have orders.
Ranked #2 on Aspect-Based Sentiment Analysis (ABSA) on ASTE
Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA) +3
no code implementations • 31 Jan 2024 • Jialiang Wu, Yi Shen, Ziheng Zhang, Longjun Cai
Emotion-Cause Pair Extraction (ECPE) involves extracting clause pairs representing emotions and their causes in a document.
no code implementations • 2 Apr 2022 • Chao Yu, Yi Shen, Yue Mao, Longjun Cai
Hierarchical Text Classification (HTC) is a challenging task where a document can be assigned to multiple hierarchically structured categories within a taxonomy.
no code implementations • 22 Dec 2021 • Lin Yang, Yi Shen, Yue Mao, Longjun Cai
Emotion recognition in conversation (ERC) aims to detect the emotion label for each utterance.
Ranked #8 on Emotion Recognition in Conversation on DailyDialog
1 code implementation • NeurIPS 2021 • Yin Zhao, Minquan Wang, Longjun Cai
Eliminating the covariate shift cross domains is one of the common methods to deal with the issue of domain shift in visual unsupervised domain adaptation.
1 code implementation • 23 Sep 2021 • Xun Gao, Yin Zhao, Jie Zhang, Longjun Cai
We expect the ERATO as well as our proposed SMTA to open up a new way for PERR task in video understanding and further improve the research of multi-modal fusion methodology.
no code implementations • 4 Jan 2021 • Yue Mao, Yi Shen, Chao Yu, Longjun Cai
Some recent work focused on solving a combination of two subtasks, e. g., extracting aspect terms along with sentiment polarities or extracting the aspect and opinion terms pair-wisely.
Aspect-Based Sentiment Analysis Aspect-oriented Opinion Extraction +6
no code implementations • 1 Jan 2021 • Yin Zhao, Minquan Wang, Longjun Cai
Unsupervised Domain Adaption has great value in both machine learning theory and applications.
no code implementations • 9 Jul 2020 • Chaoping Tu, Yin Zhao, Longjun Cai
Person re-identification (re-ID) is a challenging task in real-world.
no code implementations • 25 Sep 2019 • Yin Zhao, Longjun Cai, Chaoping Tu, Jie Zhang, Wu Wei
Feature extraction, multi-modal fusion and temporal context fusion are crucial stages for predicting valence and arousal values in the emotional impact, but have not been successfully exploited.
no code implementations • 1 Sep 2019 • Jie Zhang, Yin Zhao, Longjun Cai, Chaoping Tu, Wu Wei
We select the most suitable modalities for valence and arousal tasks respectively and each modal feature is extracted using the modality-specific pre-trained deep model on large generic dataset.
no code implementations • 29 Nov 2017 • Yue Mao, Yi Shen, Gang Qin, Longjun Cai
Predicting the popularity of online videos is important for video streaming content providers.