141 citations · 217 across the 8 of their papers we have counts for
8 papers
Hybrid-RACA: Hybrid Retrieval-Augmented Composition Assistance for Real-time Text Prediction
Menglin Xia, Xuchao Zhang, Camille Couturier +3
Large language models (LLMs) enhanced with retrieval augmentation has shown great performance in many applications. However, the computational demands for these models pose a chall…
RLens: A Computer-aided Visualization System for Supporting Reflection on Language Learning under Distributed Tutorship
Meng Xia, Yankun Zhao, Jihyeong Hong +3
With the rise of the gig economy, online language tutoring platforms are becoming increasingly popular. These platforms provide temporary and flexible jobs for native speakers as t…
"It Feels Like Taking a Gamble": Exploring Perceptions, Practices, and Challenges of Using Makeup and Cosmetics for People with Visual Impairments
Franklin Mingzhe Li, Franchesca Spektor, Meng Xia +5
Makeup and cosmetics offer the potential for self-expression and the reshaping of social roles for visually impaired people. However, there exist barriers to conducting a beauty re…
Understanding Distributed Tutorship in Online Language Tutoring
Meng Xia, Yankun Zhao, Mehmet Hamza Erol +2
With the rise of the gig economy, online language tutoring platforms are becoming increasingly popular. They provide temporary and flexible jobs for native speakers as tutors and a…
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.…