141 citations · 207 across the 6 of their papers we have counts for
4 papers · 1 filter
Multilingual Neural Semantic Parsing for Low-Resourced Languages
Menglin Xia, Emilio Monti
Multilingual semantic parsing is a cost-effective method that allows a single model to understand different languages. However, researchers face a great imbalance of availability o…
Generating Semantically Valid Adversarial Questions for TableQA
Yi Zhu, Yiwei Zhou, Menglin Xia
Adversarial attack on question answering systems over tabular data (TableQA) can help evaluate to what extent they can understand natural language questions and reason with tables.…
Text Readability Assessment for Second Language Learners
Menglin Xia, Ekaterina Kochmar, Ted Briscoe
This paper addresses the task of readability assessment for the texts aimed at second language (L2) learners. One of the major challenges in this task is the lack of significantly…
Automatic learner summary assessment for reading comprehension
Menglin Xia, Ekaterina Kochmar, Ted Briscoe
Automating the assessment of learner summaries provides a useful tool for assessing learner reading comprehension. We present a summarization task for evaluating non-native reading…