no code implementations • 23 Oct 2023 • Yige Xu, Zhiwei Zeng, Zhiqi Shen
Emotion Recognition in Conversation (ERC) has been widely studied due to its importance in developing emotion-aware empathetic machines.
Computational Efficiency Emotion Recognition in Conversation
1 code implementation • ACL 2021 • Jiacheng Ye, Tao Gui, Yichao Luo, Yige Xu, Qi Zhang
In this work, we propose a new training paradigm One2Set without predefining an order to concatenate the keyphrases.
1 code implementation • Findings (EMNLP) 2021 • Yichao Luo, Yige Xu, Jiacheng Ye, Xipeng Qiu, Qi Zhang
In response to this problem, we propose a new fine-grained evaluation metric to improve the RL framework, which considers different granularities: token-level $F_1$ score, edit distance, duplication, and prediction quantities.
3 code implementations • 18 Mar 2020 • Xipeng Qiu, Tianxiang Sun, Yige Xu, Yunfan Shao, Ning Dai, Xuanjing Huang
Recently, the emergence of pre-trained models (PTMs) has brought natural language processing (NLP) to a new era.
1 code implementation • 24 Feb 2020 • Yige Xu, Xipeng Qiu, Ligao Zhou, Xuanjing Huang
Fine-tuning pre-trained language models like BERT has become an effective way in NLP and yields state-of-the-art results on many downstream tasks.
16 code implementations • 14 May 2019 • Chi Sun, Xipeng Qiu, Yige Xu, Xuanjing Huang
Language model pre-training has proven to be useful in learning universal language representations.
Ranked #1 on Text Classification on Yahoo! Answers