no code implementations • 8 Aug 2023 • Xuchao Zhang, Menglin Xia, Camille Couturier, Guoqing Zheng, Saravan Rajmohan, Victor Ruhle
By integrating this retrieval augmented memory, the client model acquires the capability to generate highly effective responses, benefiting from the LLM's capabilities.
1 code implementation • Joint Conference on Lexical and Computational Semantics 2021 • Menglin Xia, Emilio Monti
To evaluate our multilingual models on human-written sentences as opposed to machine translated ones, we introduce a new multilingual semantic parsing dataset in English, Italian and Japanese based on the Facebook Task Oriented Parsing (TOP) dataset.
no code implementations • 26 May 2020 • Yi Zhu, Yiwei Zhou, Menglin Xia
Finally, we demonstrate that adversarial training with SAGE augmented data can improve performance and robustness of TableQA systems.
1 code implementation • WS 2016 • Menglin Xia, Ekaterina Kochmar, Ted Briscoe
This paper addresses the task of readability assessment for the texts aimed at second language (L2) learners.
no code implementations • NAACL 2019 • Menglin Xia, Ekaterina Kochmar, Ted Briscoe
Automating the assessment of learner summaries provides a useful tool for assessing learner reading comprehension.