6 citations · 20 across the 11 of their papers we have counts for
11 papers
A Large-scale Dataset for Robust Complex Anime Scene Text Detection
Ziyi Dong, Yurui Zhang, Changmao Li +2
Current text detection datasets primarily target natural or document scenes, where text typically appear in regular font and shapes, monotonous colors, and orderly layouts. The tex…
Trace Is In Sentences: Unbiased Lightweight ChatGPT-Generated Text Detector
Mo Mu, Dianqiao Lei, Chang Li
The widespread adoption of ChatGPT has raised concerns about its misuse, highlighting the need for robust detection of AI-generated text. Current word-level detectors are vulnerabl…
RAC: Efficient LLM Factuality Correction with Retrieval Augmentation
Changmao Li, Jeffrey Flanigan
Large Language Models (LLMs) exhibit impressive results across a wide range of natural language processing (NLP) tasks, yet they can often produce factually incorrect outputs. This…
Future Language Modeling from Temporal Document History
Changmao Li, Jeffrey Flanigan
Predicting the future is of great interest across many aspects of human activity. Businesses are interested in future trends, traders are interested in future stock prices, and com…
Task Contamination: Language Models May Not Be Few-Shot Anymore
Changmao Li, Jeffrey Flanigan
Large language models (LLMs) offer impressive performance in various zero-shot and few-shot tasks. However, their success in zero-shot and few-shot settings may be affected by task…
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.
Design and Challenges of Cloze-Style Reading Comprehension Tasks on Multiparty Dialogue
Changmao Li, Tianhao Liu, Jinho D. Choi
This paper analyzes challenges in cloze-style reading comprehension on multiparty dialogue and suggests two new tasks for more comprehensive predictions of personal entities in dai…