Mengzhou Xia
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
23
Venues
6
Active years
2019–2025
Best venue rank
A*
Where they publish
Papers
23 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ICLR | BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval. | Hongjin Su, Howard Yen, Mengzhou Xia, Weijia Shi, Niklas Muennighoff, Han-yu Wang, Haisu Liu, Quan Shi, Zachary S. Siegel, Michael Tang, Ruoxi Sun, Jinsung Yoon, Sercan . Arik, Danqi Chen, Tao Yu |
| 2025 | ICML | PDE-Controller: LLMs for Autoformalization and Reasoning of PDEs. | Mauricio Soroco, Jialin Song, Mengzhou Xia, Kye Emond, Weiran Sun, Wuyang Chen |
| 2024 | EMNLP | LitSearch: A Retrieval Benchmark for Scientific Literature Search. | Anirudh Ajith, Mengzhou Xia, Alexis Chevalier, Tanya Goyal, Danqi Chen, Tianyu Gao |
| 2024 | ICLR | Catastrophic Jailbreak of Open-source LLMs via Exploiting Generation. | Yangsibo Huang, Samyak Gupta, Mengzhou Xia, Kai Li, Danqi Chen |
| 2024 | ICLR | Detecting Pretraining Data from Large Language Models. | Weijia Shi, Anirudh Ajith, Mengzhou Xia, Yangsibo Huang, Daogao Liu, Terra Blevins, Danqi Chen, Luke Zettlemoyer |
| 2024 | ICLR | Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning. | Mengzhou Xia, Tianyu Gao, Zhiyuan Zeng, Danqi Chen |
| 2024 | ICML | Language Models as Science Tutors. | Alexis Chevalier, Jiayi Geng, Alexander Wettig, Howard Chen, Sebastian Mizera, Toni Annala, Max Jameson Aragon, Arturo Rodrguez Fanlo, Simon Frieder, Simon Machado, Akshara Prabhakar, Ellie Thieu, Jiachen T. Wang, Zirui Wang, Xindi Wu, Mengzhou Xia, Wenhan Xia, Jiatong Yu, Junjie Zhu, Zhiyong Jason Ren, Sanjeev Arora, Danqi Chen |
| 2024 | ICML | Trainable Transformer in Transformer. | Abhishek Panigrahi, Sadhika Malladi, Mengzhou Xia, Sanjeev Arora |
| 2024 | ICML | Assessing the Brittleness of Safety Alignment via Pruning and Low-Rank Modifications. | Boyi Wei, Kaixuan Huang, Yangsibo Huang, Tinghao Xie, Xiangyu Qi, Mengzhou Xia, Prateek Mittal, Mengdi Wang, Peter Henderson |
| 2024 | ICML | LESS: Selecting Influential Data for Targeted Instruction Tuning. | Mengzhou Xia, Sadhika Malladi, Suchin Gururangan, Sanjeev Arora, Danqi Chen |
| 2024 | NAACL | InstructEval: Systematic Evaluation of Instruction Selection Methods. | Anirudh Ajith, Chris Pan, Mengzhou Xia, Ameet Deshpande, Karthik Narasimhan |
| 2023 | ACL | Training Trajectories of Language Models Across Scales. | Mengzhou Xia, Mikel Artetxe, Chunting Zhou, Xi Victoria Lin, Ramakanth Pasunuru, Danqi Chen, Luke Zettlemoyer, Veselin Stoyanov |
| 2022 | ACL | Structured Pruning Learns Compact and Accurate Models. | Mengzhou Xia, Zexuan Zhong, Danqi Chen |
| 2022 | EMNLP | MABEL: Attenuating Gender Bias using Textual Entailment Data. | Jacqueline He, Mengzhou Xia, Christiane Fellbaum, Danqi Chen |
| 2022 | EMNLP | Don't Prompt, Search! Mining-based Zero-Shot Learning with Language Models. | Mozes van de Kar, Mengzhou Xia, Danqi Chen, Mikel Artetxe |
| 2022 | EMNLP | Prompting ELECTRA: Few-Shot Learning with Discriminative Pre-Trained Models. | Mengzhou Xia, Mikel Artetxe, Jingfei Du, Danqi Chen, Veselin Stoyanov |
| 2021 | NAACL | Non-Parametric Few-Shot Learning for Word Sense Disambiguation. | Howard Chen, Mengzhou Xia, Danqi Chen |
| 2021 | NAACL | MetaXL: Meta Representation Transformation for Low-resource Cross-lingual Learning. | Mengzhou Xia, Guoqing Zheng, Subhabrata Mukherjee, Milad Shokouhi, Graham Neubig, Ahmed Hassan Awadallah |
| 2020 | ACL | Predicting Performance for Natural Language Processing Tasks. | Mengzhou Xia, Antonios Anastasopoulos, Ruochen Xu, Yiming Yang, Graham Neubig |
| 2019 | AAAI | Graph Based Translation Memory for Neural Machine Translation. | Mengzhou Xia, Guoping Huang, Lemao Liu, Shuming Shi |
| 2019 | ACL | Domain Adaptation of Neural Machine Translation by Lexicon Induction. | Junjie Hu, Mengzhou Xia, Graham Neubig, Jaime G. Carbonell |
| 2019 | ACL | Choosing Transfer Languages for Cross-Lingual Learning. | Yu-Hsiang Lin, Chian-Yu Chen, Jean Lee, Zirui Li, Yuyan Zhang, Mengzhou Xia, Shruti Rijhwani, Junxian He, Zhisong Zhang, Xuezhe Ma, Antonios Anastasopoulos, Patrick Littell, Graham Neubig |
| 2019 | ACL | Generalized Data Augmentation for Low-Resource Translation. | Mengzhou Xia, Xiang Kong, Antonios Anastasopoulos, Graham Neubig |