Menglin Xia

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 13

Top Topics

Information Flow Control

Semantic Parsing

Top Venues

Publications

Zhuoshi Pan, Qianhui Wu, Huiqiang Jiang, Menglin Xia, Xufang Luo, Jue Zhang, Qingwei Lin, Victor Rühle, Yuqing Yang, Chin-Yew Lin, H. Vicky Zhao, Lili Qiu, Dongmei Zhang
LLMLingua-2: Data Distillation for Efficient and Faithful Task-Agnostic Prompt Compression. ACL (Findings) (2024)
Zhuoshi Pan, Qianhui Wu, Huiqiang Jiang, Menglin Xia, Xufang Luo, Jue Zhang, Qingwei Lin, Victor Rühle, Yuqing Yang, Chin-Yew Lin, H. Vicky Zhao, Lili Qiu, Dongmei Zhang
LLMLingua-2: Data Distillation for Efficient and Faithful Task-Agnostic Prompt Compression. CoRR (2024)
Xuchao Zhang, Menglin Xia, Camille Couturier, Guoqing Zheng, Saravan Rajmohan, Victor Rühle
Hybrid Retrieval-Augmented Generation for Real-time Composition Assistance. CoRR (2023)
Lukas Wutschitz, Boris Köpf, Andrew Paverd, Saravan Rajmohan, Ahmed Salem, Shruti Tople, Santiago Zanella Béguelin, Menglin Xia, Victor Rühle
Rethinking Privacy in Machine Learning Pipelines from an Information Flow Control Perspective. CoRR (2023)
Mohammad Mahdi Derakhshani, Menglin Xia, Harkirat Behl, Cees G. M. Snoek, Victor Rühle
Unlocking Spatial Comprehension in Text-to-Image Diffusion Models. CoRR (2023)
Menglin Xia, Emilio Monti
Multilingual Neural Semantic Parsing for Low-Resourced Languages. CoRR (2021)
Guifang Liu, Yafei Feng, Menglin Xia, Heli Lu, Ruimin Guan, Kazuhiro Harada, Chuanrong Zhang
Framework for Accounting Reference Levels for REDD+ in Tropical Forests: Case Study from Xishuangbanna, China. Remote. Sens. 13 (3) (2021)
Menglin Xia, Emilio Monti
Multilingual Neural Semantic Parsing for Low-Resourced Languages. *SEM (2021)
Yi Zhu, Menglin Xia, Yiwei Zhou
Generating Semantically Valid Adversarial Questions for TableQA. CoRR (2020)
Menglin Xia, Ekaterina Kochmar, Ted Briscoe
Automatic learner summary assessment for reading comprehension. NAACL-HLT (1) (2019)
Menglin Xia, Ekaterina Kochmar, Ted Briscoe
Text Readability Assessment for Second Language Learners. CoRR (2019)
Menglin Xia, Ekaterina Kochmar, Ted Briscoe
Automatic learner summary assessment for reading comprehension. CoRR (2019)
Menglin Xia, Ekaterina Kochmar, Ted Briscoe
Text Readability Assessment for Second Language Learners. BEA@NAACL-HLT (2016)