Congying Xia
- FOFO: A Benchmark to Evaluate LLMs' Format-Following Capability
2024/02/28 by Congying Xia, Chen Xing, Xia, Congying +13 · 11 citations
Computer Science · #Library Science and Information Systems
- Incremental Few-shot Text Classification with Multi-round New Classes: Formulation, Dataset and System
2021/04/24 by Congying Xia, Wenpeng Yin, Xia, Congying +5 · 3 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
- AAAR-1.0: Assessing AI's Potential to Assist Research
2024/10/29 by Renze Lou, Lou, Renze, Hanzi Xu +32 · 5 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences
- Few-Shot Intent Detection via Contrastive Pre-Training and Fine-Tuning
2021/09/13 by Jianguo Zhang, Trung Bui, Zhang, Jianguo +15 · 2 citations
Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
- Preference-grounded Token-level Guidance for Language Model Fine-tuning
2023/06/01 by Shentao Yang, Shujian Zhang, Yang, Shentao +9 · 2 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Hierarchical Bi-Directional Self-Attention Networks for Paper Review Rating Recommendation
2020/11/02 by Zhongfen Deng, Hao Peng, Deng, Zhongfen +9 · 1 citation
Computer Science · #Topic Modeling #Sentiment Analysis and Opinion Mining #Expert finding and Q&A systems
- Cross-lingual COVID-19 Fake News Detection
2021/10/13 by Jiangshu Du, Yingtong Dou, Du, Jiangshu +9 · 1 citation
Computer Science · Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Misinformation and Its Impacts #Topic Modeling
- ReGenesis: LLMs can Grow into Reasoning Generalists via Self-Improvement
2024/10/03 by Xiangyu Peng, Peng, Xiangyu, Congying Xia +9 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
- All Labels Together: Low-shot Intent Detection with an Efficient Label Semantic Encoding Paradigm
2023/09/07 by Jiangshu Du, Congying Xia, Du, Jiangshu +7 · 1 citation
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computation and Language (cs.CL) #FOS: Computer and information sciences