Siyang Liu
- Has It All Been Solved? Open NLP Research Questions Not Solved by Large Language Models
2023/05/21 by Oana Ignat, Zhijing Jin, Ignat, Oana +41 · 4 voices · 1 citation
#cs.CL #cs.AI
- Towards Emotional Support Dialog Systems
2021/06/02 by Siyang Liu, Liu, Siyang, Chujie Zheng +13 · 33 citations
Computer Science · Psychology · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mental Health via Writing #Sentiment Analysis and Opinion Mining #Topic Modeling
- PsyQA: A Chinese Dataset for Generating Long Counseling Text for Mental Health Support
2021/06/03 by Hao Sun, Sun, Hao, Zhenru Lin +7 · 16 citations
Psychology · Computer Science · #Mental Health via Writing #Digital Mental Health Interventions #Topic Modeling
- A Closer Look at Deep Learning Methods on Tabular Datasets
2024/07/01 by Han-Jia Ye, Ye, Han-Jia, Siyang Liu +9 · 2 voices · 13 citations
Computer Science · #cs.LG
- EmoBench: Evaluating the Emotional Intelligence of Large Language Models
2024/02/19 by Sahand Sabour, Siyang Liu, Sabour, Sahand +17 · 11 citations
Computer Science · #Topic Modeling #Machine Learning in Healthcare
- You Are What You Annotate: Towards Better Models through Annotator Representations
2023/05/24 by Naihao Deng, Deng, Naihao, Xinliang Frederick Zhang +9 · 7 citations
Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Representation Learning for Tabular Data: A Comprehensive Survey
2025/04/17 by J. W. Jiang, Jiang, Jun-Peng, Siyang Liu +6 · 6 citations
Computer Science · Decision Sciences · #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Time Series Analysis and Forecasting
- TALENT: A Tabular Analytics and Learning Toolbox
2024/07/04 by Siyang Liu, Liu, Si-Yang, Hao-Run Cai +5 · 3 citations
Computer Science · #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies
- Make Still Further Progress: Chain of Thoughts for Tabular Data Leaderboard
2025/05/19 by Siyang Liu, Liu, Si-Yang, Han-Jia Ye +2 · 2 citations
Computer Science · Social Sciences · #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification