Payal Bajaj

1. On the Representation Collapse of Sparse Mixture of Experts
   2022/04/20 by Zewen Chi, Dong Li, Chi, Zewen +17 · 14 citations
   Computer Science · #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
2. Embedding Logical Queries on Knowledge Graphs
   2018/06/05 by William L. Hamilton, Payal Bajaj, Hamilton, William L. +7 · 8 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Graph Neural Networks #Bioinformatics and Genomic Networks #Biomedical Text Mining and Ontologies #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Social and Information Networks (cs.SI)
3. COCO-LM: Correcting and Contrasting Text Sequences for Language Model Pretraining
   2021/02/16 by Meng Yu, Meng, Yu, Chenyan Xiong +10 · 5 citations
   Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
4. Understanding the Effectiveness of Very Large Language Models on Dialog Evaluation
   2023/01/27 by Jessica Huynh, Huynh, Jessica, Cathy Jiao +11 · 1 citation
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling