Haw-Shiuan Chang
- Inorganic Materials Synthesis Planning with Literature-Trained Neural Networks
2018/12/31 by Edward Kim, Kim, Edward, Zach Jensen +19 · 3 citations
Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (stat.ML) #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci) #Natural Language Processing Techniques #Topic Modeling
- The Materials Science Procedural Text Corpus: Annotating Materials\n Synthesis Procedures with Shallow Semantic Structures
2019/05/16 by Sheshera Mysore, Zach Jensen, Mysore, Sheshera +15 · 2 citations
Materials Science · Computer Science · #Machine Learning in Materials Science #Software Engineering Research #Topic Modeling
- Automatically Extracting Action Graphs from Materials Science Synthesis\n Procedures
2017/11/18 by Sheshera Mysore, Mysore, Sheshera, Edward Kim +15 · 2 citations
Computer Science · Materials Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #Computational Drug Discovery Methods #FOS: Computer and information sciences #Machine Learning in Materials Science #Semantic Web and Ontologies #Topic Modeling
- Multi-CLS BERT: An Efficient Alternative to Traditional Ensembling
2022/10/10 by Haw-Shiuan Chang, Chang, Haw-Shiuan, Ruei-Yao Sun +5 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Machine Learning in Healthcare #Topic Modeling
- REAL Sampling: Boosting Factuality and Diversity of Open-Ended Generation via Asymptotic Entropy
2024/06/11 by Haw-Shiuan Chang, Chang, Haw-Shiuan, Nanyun Peng +7 · 3 citations
Computer Science · #Bayesian Methods and Mixture Models
- LLM Self-Correction with DeCRIM: Decompose, Critique, and Refine for Enhanced Following of Instructions with Multiple Constraints
2024/10/09 by Thomas Palmeira Ferraz, Ferraz, Thomas Palmeira, Kartik Mehta +19 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Machine Learning (cs.LG) #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques #cs.AI #cs.CL #cs.LG
- CreativityPrism: A Cross-Domain Evaluation Framework for Large Language Model Creativity
2025/10/23 by Zhaoyi Joey Hou, Bowei Alvin Zhang, Hou, Zhaoyi Joey +21 · 1 voice · 1 citation
Computer Science · Materials Science · Psychology · #Artificial Intelligence in Games #Creativity in Education and Neuroscience #Machine Learning in Materials Science #cs.AI #cs.CL
- Explaining and Improving Contrastive Decoding by Extrapolating the Probabilities of a Huge and Hypothetical LM
2024/11/03 by Haw-Shiuan Chang, Nanyun Peng, Chang, Haw-Shiuan +7 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques