1

PsyCoT: Psychological Questionnaire as Powerful Chain-of-Thought for Personality Detection
Recent advances in large language models (LLMs), such as ChatGPT, have showcased remarkable zero-shot performance across various NLP …
Tao Yang, Tianyuan Shi, Fanqi Wan, Xiaojun Quan, Qifan Wang, Bingzhe Wu, Jiaxiang Wu
PDF Cite Code
PsyCoT: Psychological Questionnaire as Powerful Chain-of-Thought for Personality Detection
Dual-Feedback Knowledge Retrieval for Task-Oriented Dialogue Systems
Efficient knowledge retrieval plays a pivotal role in ensuring the success of end-to-end task-oriented dialogue systems by facilitating …
Tianyuan Shi, Liangzhi Li, Zijian Lin, Tao Yang, Xiaojun Quan, Qifan Wang
PDF Cite Code
Dual-Feedback Knowledge Retrieval for Task-Oriented Dialogue Systems
Explore-Instruct: Enhancing Domain-Specific Instruction Coverage through Active Exploration
Instruction-tuning can be substantially optimized through enhanced diversity, resulting in models capable of handling a broader …
Fanqi Wan, Xinting Huang, Tao Yang, Xiaojun Quan, Wei Bi, Shuming Shi
PDF Cite Code
Explore-Instruct: Enhancing Domain-Specific Instruction Coverage through Active Exploration
Clustering-Aware Negative Sampling for Unsupervised Sentence Representation
Contrastive learning has been widely studied in sentence representation learning. However, earlier works mainly focus on the …
Jinghao Deng, Fanqi Wan, Tao Yang, Xiaojun Quan, Rui Wang
PDF Cite Code
Clustering-Aware Negative Sampling for Unsupervised Sentence Representation
Orders Are Unwanted: Dynamic Deep Graph Convolutional Network for Personality Detection
Predicting personality traits based on online posts has emerged as an important task in many fields such as social network analysis. …
Tao Yang, Jinghao Deng, Xiaojun Quan, Qifan Wang
PDF Cite Code
Orders Are Unwanted: Dynamic Deep Graph Convolutional Network for Personality Detection
AD-DROP: Attribution-Driven Dropout for Robust Language Model Fine-Tuning
Fine-tuning large pre-trained language models on downstream tasks is apt to suffer from overfitting when limited training data is …
Tao Yang, Jinghao Deng, Xiaojun Quan, Qifan Wang, Shaoliang Nie
PDF Cite Code
AD-DROP: Attribution-Driven Dropout for Robust Language Model Fine-Tuning
Learning to Answer Psychological Questionnaire for Personality Detection
Existing text-based personality detection research mostly relies on data-driven approaches to implicitly capture personality cues in …
Feifan Yang, Tao Yang, Xiaojun Quan, Qinliang Su
PDF Cite DOI
Learning to Answer Psychological Questionnaire for Personality Detection
Psycholinguistic Tripartite Graph Network for Personality Detection
Most of the recent work on personality detection from online posts adopts multifarious deep neural networks to represent the posts and …
Tao Yang, Feifan Yang, Haolan Ouyang, Xiaojun Quan
PDF Cite Code DOI
Psycholinguistic Tripartite Graph Network for Personality Detection