1 citations · 1 across the 1 of their papers we have counts for
5 papers
Interpretable Research Replication Prediction via Variational Contextual Consistency Sentence Masking
Tianyi Luo, Rui Meng, Xin Eric Wang +1
Research Replication Prediction (RRP) is the task of predicting whether a published research result can be replicated or not. Building an interpretable neural text classifier for R…
Compressed Predictive Information Coding
Rui Meng, Tianyi Luo, Kristofer Bouchard
Unsupervised learning plays an important role in many fields, such as artificial intelligence, machine learning, and neuroscience. Compared to static data, methods for extracting l…
Machine Truth Serum
Tianyi Luo, Yang Liu
Wisdom of the crowd revealed a striking fact that the majority answer from a crowd is often more accurate than any individual expert. We observed the same story in machine learning…
Can Machine Generate Traditional Chinese Poetry? A Feigenbaum Test
Qixin Wang, Tianyi Luo, Dong Wang
Recent progress in neural learning demonstrated that machines can do well in regularized tasks, e.g., the game of Go. However, artistic activities such as poem generation are still…
Chinese Song Iambics Generation with Neural Attention-based Model
Qixin Wang, Tianyi Luo, Dong Wang +1
Learning and generating Chinese poems is a charming yet challenging task. Traditional approaches involve various language modeling and machine translation techniques, however, they…