11 citations · 17 across the 5 of their papers we have counts for
5 papers · 1 filter
Distilling Text Style Transfer With Self-Explanation From LLMs
Chiyu Zhang, Honglong Cai, Yuezhang +4
Text Style Transfer (TST) seeks to alter the style of text while retaining its core content. Given the constraints of limited parallel datasets for TST, we propose CoTeX, a framewo…
Data Troubles in Sentence Level Confidence Estimation for Machine Translation
Ciprian Chelba, Junpei Zhou, Yuezhang +4
The paper investigates the feasibility of confidence estimation for neural machine translation models operating at the high end of the performance spectrum. As a side product of th…
Practical Perspectives on Quality Estimation for Machine Translation
Junpei Zhou, Ciprian Chelba, Yuezhang +1
Sentence level quality estimation (QE) for machine translation (MT) attempts to predict the translation edit rate (TER) cost of post-editing work required to correct MT output. We…
Joint Embeddings of Hierarchical Categories and Entities
Yuezhang Li, Ronghuo Zheng, Tian Tian +3
Due to the lack of structured knowledge applied in learning distributed representation of categories, existing work cannot incorporate category hierarchies into entity information.…
Machine Comprehension Based on Learning to Rank
Tian Tian, Yuezhang Li
Machine comprehension plays an essential role in NLP and has been widely explored with dataset like MCTest. However, this dataset is too simple and too small for learning true reas…