Huang, Jimmy

1. A Systematic Survey and Critical Review on Evaluating Large Language Models: Challenges, Limitations, and Recommendations
   2024/07/04 by Md Tahmid Rahman Laskar, Sawsan Alqahtani, Laskar, Md Tahmid Rahman +23 · 34 citations
   Computer Science · #Topic Modeling
2. A Survey on Retrieval-Augmented Text Generation for Large Language Models
   2024/04/17 by Huang, Yizheng, Huang, Jimmy · 19 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
3. A Comprehensive Evaluation of Large Language Models on Benchmark Biomedical Text Processing Tasks
   2023/10/06 by Israt Jahan, Md Tahmid Rahman Laskar, Jahan, Israt +5 · 8 citations
   Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
4. Evaluation of ChatGPT on Biomedical Tasks: A Zero-Shot Comparison with Fine-Tuned Generative Transformers
   2023/06/07 by Jahan, Israt, Laskar, Md Tahmid Rahman, Peng, Chun +1 · 3 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. Extending Isolation Forest for Anomaly Detection in Big Data via K-Means
   2021/04/27 by Tahmid Rahman Laskar, Laskar, Md Tahmid Rahman, Jimmy Xiangji Huang +13 · 1 citation
   Computer Science · #Network Security and Intrusion Detection #Anomaly Detection Techniques and Applications #Data Stream Mining Techniques
6. CQSumDP: A ChatGPT-Annotated Resource for Query-Focused Abstractive Summarization Based on Debatepedia
   2023/03/31 by Md Tahmid Rahman Laskar, Mizanur Rahman, Laskar, Md Tahmid Rahman +7 · 1 citation
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Text Analysis Techniques
7. When Can We Trust LLMs in Mental Health? Large-Scale Benchmarks for Reliable LLM Evaluation
   2025/10/21 by Abeer Badawi, Badawi, Abeer, Elahe Rahimi +15 · 5 citations
   Computer Science · Psychology · #Computation and Language (cs.CL) #Computers and Society (cs.CY) #Digital Mental Health Interventions #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning in Healthcare #Mental Health via Writing
8. Improving Automatic Evaluation of Large Language Models (LLMs) in Biomedical Relation Extraction via LLMs-as-the-Judge
   2025/06/01 by Md Tahmid Rahman Laskar, Israt Jahan, Laskar, Md Tahmid Rahman +9 · 5 citations
   Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Biomedical Text Mining and Ontologies #Natural Language Processing Techniques