Jimmy X. Huang

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 19

Top Topics

Geodesic Distance

Relevance Feedback

Comprehensive Evaluation

Top Venues

Comput. Intell.

Artif. Intell. Medicine

Publications

Min Pan, Shuting Zhou, Teng Li, Yu Liu, Quanli Pei, Angela J. Huang, Jimmy X. Huang
Utilizing passage-level relevance and kernel pooling for enhancing BERT-based document reranking. Comput. Intell. 40 (3) (2024)
Min Pan, Teng Li, Yu Liu, Quanli Pei, Ellen Anne Huang, Jimmy X. Huang
A semantically enhanced text retrieval framework with abstractive summarization. Comput. Intell. 40 (1) (2024)
Jiajia Wang, Jimmy X. Huang, Xinhui Tu, Junmei Wang, Angela Jennifer Huang, Md. Tahmid Rahman Laskar, Amran Bhuiyan
Utilizing BERT for Information Retrieval: Survey, Applications, Resources, and Challenges. CoRR (2024)
Yizheng Huang, Jimmy X. Huang
Exploring ChatGPT for next-generation information retrieval: Opportunities and challenges. Web Intell. 22 (1) (2024)
Md. Tahmid Rahman Laskar, Mizanur Rahman, Israt Jahan, Enamul Hoque, Jimmy X. Huang
Can Large Language Models Fix Data Annotation Errors? An Empirical Study Using Debatepedia for Query-Focused Text Summarization. EMNLP (Findings) (2023)
Israt Jahan, Md. Tahmid Rahman Laskar, Chun Peng, Jimmy X. Huang
Evaluation of ChatGPT on Biomedical Tasks: A Zero-Shot Comparison with Fine-Tuned Generative Transformers. BioNLP@ACL (2023)
Md. Tahmid Rahman Laskar, M. Saiful Bari, Mizanur Rahman, Md Amran Hossen Bhuiyan, Shafiq Joty, Jimmy X. Huang
A Systematic Study and Comprehensive Evaluation of ChatGPT on Benchmark Datasets. ACL (Findings) (2023)
Hajer Ayadi, Jimmy X. Huang, Aijun An, Yiming Shao, Hao Zhou, Hossein Pourmodheji
TAMG: Topology-Aware Multi-GPU Allocation via Deep Reinforcement Learning. CASCON (2023)
Hajer Ayadi, Mouna Torjmen Khemakhem, Jimmy X. Huang
Term dependency extraction using rule-based Bayesian Network for medical image retrieval. Artif. Intell. Medicine 140 (2023)
Sepideh Nahali, Leila Safari, Alireza Khanteymoori, Hajer Ayadi, Jimmy X. Huang
IsoGloVe: A New Count-based Graph Embedding Method based on Geodesic Distance. Canadian AI (2023)
Md. Tahmid Rahman Laskar, Mizanur Rahman, Israt Jahan, Enamul Hoque, Jimmy X. Huang
CQSumDP: A ChatGPT-Annotated Resource for Query-Focused Abstractive Summarization Based on Debatepedia. CoRR (2023)
Sepideh Nahali, Hajer Ayadi, Jimmy X. Huang, Esmat Pakizeh, Mir Mohsen Pedram, Leila Safari
A Dynamic and Task-Independent Reward Shaping Approach for Discrete Partially Observable Markov Decision Processes. PAKDD (2) (2023)
Israt Jahan, Md. Tahmid Rahman Laskar, Chun Peng, Jimmy X. Huang
A Comprehensive Evaluation of Large Language Models on Benchmark Biomedical Text Processing Tasks. CoRR (2023)
Israt Jahan, Md. Tahmid Rahman Laskar, Chun Peng, Jimmy X. Huang
Evaluation of ChatGPT on Biomedical Tasks: A Zero-Shot Comparison with Fine-Tuned Generative Transformers. CoRR (2023)
Yizheng Huang, Jimmy X. Huang
Diversified Prior Knowledge Enhanced General Language Model for Biomedical Information Retrieval. ECAI (2023)
Min Pan, Junmei Wang, Jimmy X. Huang, Angela J. Huang, Qi Chen, Jinguang Chen
A probabilistic framework for integrating sentence-level semantics via BERT into pseudo-relevance feedback. Inf. Process. Manag. 59 (1) (2022)
Lianghao Xia, Chao Huang, Yong Xu, Jiashu Zhao, Dawei Yin, Jimmy X. Huang
Hypergraph Contrastive Collaborative Filtering. SIGIR (2022)
Xing Tan, Jimmy X. Huang, Kai Huang
Complexity Analysis of Green Pickup-and-Delivery Problems on Ring Structures. AI (2022)
Zhaohui Liang, Jimmy X. Huang
Cycle-Consistent Adversarial Network with Criterion for COVID-19 Chest X-ray Image Generation. AMIA (2021)