Ng, Hwee Tou

1. Revisiting DocRED -- Addressing the False Negative Problem in Relation Extraction
   2022/05/25 by Qingyu Tan, Lu Xu, Tan, Qingyu +7 · 8 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling #Handwritten Text Recognition Techniques
2. Effective Modeling of Encoder-Decoder Architecture for Joint Entity and Relation Extraction
   2019/11/22 by Nayak, Tapas, Ng, Hwee Tou · 4 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. Towards Benchmarking and Improving the Temporal Reasoning Capability of Large Language Models
   2023/06/15 by Tan, Qingyu, Ng, Hwee Tou, Bing, Lidong · 6 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
4. An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment Analysis
   2019/06/17 by He, Ruidan, Lee, Wee Sun, Ng, Hwee Tou +1 · 3 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
5. Do Multi-Hop Question Answering Systems Know How to Answer the Single-Hop Sub-Questions?
   2020/02/23 by Tang, Yixuan, Ng, Hwee Tou, Tung, Anthony K. H. · 3 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
6. Towards Robust Temporal Reasoning of Large Language Models via a Multi-Hop QA Dataset and Pseudo-Instruction Tuning
   2023/11/16 by Qingyu Tan, Hwee Tou Ng, Tan, Qingyu +3 · 3 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
7. Unlocking Temporal Question Answering for Large Language Models with Tailor-Made Reasoning Logic
   2023/05/24 by Li, Xingxuan, Cheng, Liying, Tan, Qingyu +3 · 2 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
8. Finding the Sweet Spot: Preference Data Construction for Scaling Preference Optimization
   2025/02/24 by Xiao, Yao, Ye, Hai, Chen, Linyao +4 · 6 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
9. Preference-Guided Reflective Sampling for Aligning Language Models
   2024/08/22 by Ye, Hai, Ng, Hwee Tou · 3 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
10. Reasoning Models Hallucinate More: Factuality-Aware Reinforcement Learning for Large Reasoning Models
    2025/05/30 by Junyi Li, Hwee Tou Ng, Li, Junyi +1 · 6 citations
    Arts and Humanities · Computer Science · #Artificial Intelligence (cs.AI) #Blockchain Technology Applications and Security #Computability, Logic, AI Algorithms #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mental Health and Psychiatry
11. Think&Cite: Improving Attributed Text Generation with Self-Guided Tree Search and Progress Reward Modeling
    2024/12/19 by Junyi Li, Hwee Tou Ng, Li, Junyi +1 · 3 citations
    Computer Science · #Topic Modeling
12. Exploiting Document Knowledge for Aspect-level Sentiment Classification
    2018/06/12 by Ruidan He, He, Ruidan, Wee Sun Lee +5 · 1 citation
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Sentiment Analysis and Opinion Mining #Topic Modeling
13. Just What You Desire: Constrained Timeline Summarization with Self-Reflection for Enhanced Relevance
    2024/12/23 by Muhammad Reza Qorib, Qorib, Muhammad Reza, Qisheng Hu +3 · 4 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
14. A Survey of Unsupervised Dependency Parsing
    2020/10/04 by Wenjuan Han, Yong Jiang, Han, Wenjuan +5 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
15. Multi-Agent Sampling: Scaling Inference Compute for Data Synthesis with Tree Search-Based Agentic Collaboration
    2024/12/22 by Hai Ye, Ye, Hai, Mingbao Lin +5 · 3 citations
    Decision Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Scientific Computing and Data Management
16. Document-Level Relation Extraction with Adaptive Focal Loss and Knowledge Distillation
    2022/03/21 by Tan, Qingyu, He, Ruidan, Bing, Lidong +1 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
17. Efficient and Interpretable Grammatical Error Correction with Mixture of Experts
    2024/10/30 by Muhammad Reza Qorib, Qorib, Muhammad Reza, Alham Fikri Aji +3 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #Educational Technology and Assessment #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis
18. Class-Adaptive Self-Training for Relation Extraction with Incompletely Annotated Training Data
    2023/06/16 by Qingyu Tan, Tan, Qingyu, Lu Xu +5 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
19. Just Go Parallel: Improving the Multilingual Capabilities of Large Language Models
    2025/06/16 by Qorib, Muhammad Reza, Li, Junyi, Ng, Hwee Tou · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
20. Self-Judge: Selective Instruction Following with Alignment Self-Evaluation
    2024/09/02 by Ye, Hai, Ng, Hwee Tou · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences