6 citations · 13 across the 5 of their papers we have counts for
5 papers
Competence-Level Prediction and Resume & Job Description Matching Using Context-Aware Transformer Models
Changmao Li, Elaine Fisher, Rebecca Thomas +3
This paper presents a comprehensive study on resume classification to reduce the time and labor needed to screen an overwhelming number of applications significantly, while improvi…
Transformers to Learn Hierarchical Contexts in Multiparty Dialogue for Span-based Question Answering
Changmao Li, Jinho D. Choi
We introduce a novel approach to transformers that learns hierarchical representations in multiparty dialogue. First, three language modeling tasks are used to pre-train the transf…
Transformer-based Context-aware Sarcasm Detection in Conversation Threads from Social Media
Xiangjue Dong, Changmao Li, Jinho D. Choi
We present a transformer-based sarcasm detection model that accounts for the context from the entire conversation thread for more robust predictions. Our model uses deep transforme…
Challenging On Car Racing Problem from OpenAI gym
Changmao Li
This project challenges the car racing problem from OpenAI gym environment. The problem is very challenging since it requires computer to finish the continuous control task by lear…
Ten-year Survival Prediction for Breast Cancer Patients
Changmao Li, Han He, Yunze Hao +1
This report assesses different machine learning approaches to 10-year survival prediction of breast cancer patients.