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Menglin Xia
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2020 – today
- 2024
- [c4]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: 963-981 - [i11]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 abs/2403.12968 (2024) - [i10]Shivam Shandilya, Menglin Xia, Supriyo Ghosh, Huiqiang Jiang, Jue Zhang, Qianhui Wu, Victor Rühle:
TACO-RL: Task Aware Prompt Compression Optimization with Reinforcement Learning. CoRR abs/2409.13035 (2024) - [i9]Shoaib Ahmed Siddiqui, Radhika Gaonkar, Boris Köpf, David Krueger, Andrew Paverd, Ahmed Salem, Shruti Tople, Lukas Wutschitz, Menglin Xia, Santiago Zanella Béguelin:
Permissive Information-Flow Analysis for Large Language Models. CoRR abs/2410.03055 (2024) - [i8]Shoaib Ahmed Siddiqui, Yanzhi Chen, Juyeon Heo, Menglin Xia, Adrian Weller:
On Evaluating LLMs' Capabilities as Functional Approximators: A Bayesian Perspective. CoRR abs/2410.04541 (2024) - 2023
- [i7]Xuchao Zhang, Menglin Xia, Camille Couturier, Guoqing Zheng, Saravan Rajmohan, Victor Rühle:
Hybrid Retrieval-Augmented Generation for Real-time Composition Assistance. CoRR abs/2308.04215 (2023) - [i6]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 abs/2311.15792 (2023) - [i5]Mohammad Mahdi Derakhshani, Menglin Xia, Harkirat Behl, Cees G. M. Snoek, Victor Rühle:
Unlocking Spatial Comprehension in Text-to-Image Diffusion Models. CoRR abs/2311.17937 (2023) - 2021
- [j1]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): 416 (2021) - [c3]Menglin Xia, Emilio Monti:
Multilingual Neural Semantic Parsing for Low-Resourced Languages. *SEM 2021: 185-194 - [i4]Menglin Xia, Emilio Monti:
Multilingual Neural Semantic Parsing for Low-Resourced Languages. CoRR abs/2106.03469 (2021) - 2020
- [i3]Yi Zhu, Menglin Xia, Yiwei Zhou:
Generating Semantically Valid Adversarial Questions for TableQA. CoRR abs/2005.12696 (2020)
2010 – 2019
- 2019
- [b1]Menglin Xia:
Text readability and summarisation for non-native reading comprehension. University of Cambridge, UK, 2019 - [c2]Menglin Xia, Ekaterina Kochmar, Ted Briscoe:
Automatic learner summary assessment for reading comprehension. NAACL-HLT (1) 2019: 2532-2542 - [i2]Menglin Xia, Ekaterina Kochmar, Ted Briscoe:
Automatic learner summary assessment for reading comprehension. CoRR abs/1906.07555 (2019) - [i1]Menglin Xia, Ekaterina Kochmar, Ted Briscoe:
Text Readability Assessment for Second Language Learners. CoRR abs/1906.07580 (2019) - 2016
- [c1]Menglin Xia, Ekaterina Kochmar, Ted Briscoe:
Text Readability Assessment for Second Language Learners. BEA@NAACL-HLT 2016: 12-22
Coauthor Index
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