Xuanli He

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 67

Top Topics

Semantic Parsing

Machine Translation

Natural Language

Intellectual Property

Top Venues

EMNLP (Findings)

Publications

Ansh Arora, Xuanli He, Maximilian Mozes, Srinibas Swain, Mark Dras, Qiongkai Xu
Here's a Free Lunch: Sanitizing Backdoored Models with Model Merge. ACL (Findings) (2024)
Aditya Desu, Xuanli He, Qiongkai Xu, Wei Lu
Generative Models are Self-Watermarked: Declaring Model Authentication through Re-Generation. CoRR (2024)
Jiayi Wang, David Ifeoluwa Adelani, Sweta Agrawal, Marek Masiak, Ricardo Rei, Eleftheria Briakou, Marine Carpuat, Xuanli He, Sofia Bourhim, Andiswa Bukula, Muhidin Mohamed, Temitayo Olatoye, Tosin P. Adewumi, Hamam Mokayed, Christine Mwase, Wangui Kimotho, Foutse Yuehgoh, Anuoluwapo Aremu, Jessica Ojo, Shamsuddeen Hassan Muhammad, Salomey Osei, Abdul-Hakeem Omotayo, Chiamaka Chukwuneke, Perez Ogayo, Oumaima Hourrane, Salma El Anigri, Lolwethu Ndolela, Thabiso Mangwana, Shafie Abdi Mohamed, Ayinde Hassan, Oluwabusayo Olufunke Awoyomi, Lama Alkhaled, Sana Sabah Al-Azzawi, Naome A. Etori, Millicent Ochieng, Clemencia Siro, Njoroge Kiragu, Eric Muchiri, Wangari Kimotho, Sakayo Toadoum Sari, Lyse Naomi Wamba Momo, Daud Abolade, Simbiat Ajao, Iyanuoluwa Shode, Ricky Macharm, Ruqayya Nasir Iro, Saheed S. Abdullahi, Stephen E. Moore, Bernard Opoku, Zainab Akinjobi, Afolabi Abeeb, Nnaemeka C. Obiefuna, Onyekachi Ogbu, Sam Ochieng', Verrah Otiende, Chinedu E. Mbonu, Yao Lu, Pontus Stenetorp
AfriMTE and AfriCOMET: Enhancing COMET to Embrace Under-resourced African Languages. NAACL-HLT (2024)
Xuanli He, Yuxiang Wu, Oana-Maria Camburu, Pasquale Minervini, Pontus Stenetorp
Using Natural Language Explanations to Improve Robustness of In-context Learning. ACL (1) (2024)
Xuanli He, Jun Wang, Qiongkai Xu, Pasquale Minervini, Pontus Stenetorp, Benjamin I. P. Rubinstein, Trevor Cohn
Transferring Troubles: Cross-Lingual Transferability of Backdoor Attacks in LLMs with Instruction Tuning. CoRR (2024)
Xuanli He, Qiongkai Xu, Jun Wang, Benjamin I. P. Rubinstein, Trevor Cohn
SEEP: Training Dynamics Grounds Latent Representation Search for Mitigating Backdoor Poisoning Attacks. CoRR (2024)
Anton Lozhkov, Raymond Li, Loubna Ben Allal, Federico Cassano, Joel Lamy-Poirier, Nouamane Tazi, Ao Tang, Dmytro Pykhtar, Jiawei Liu, Yuxiang Wei, Tianyang Liu, Max Tian, Denis Kocetkov, Arthur Zucker, Younes Belkada, Zijian Wang, Qian Liu, Dmitry Abulkhanov, Indraneil Paul, Zhuang Li, Wen-Ding Li, Megan Risdal, Jia Li, Jian Zhu, Terry Yue Zhuo, Evgenii Zheltonozhskii, Nii Osae Osae Dade, Wenhao Yu, Lucas Krauß, Naman Jain, Yixuan Su, Xuanli He, Manan Dey, Edoardo Abati, Yekun Chai, Niklas Muennighoff, Xiangru Tang, Muhtasham Oblokulov, Christopher Akiki, Marc Marone, Chenghao Mou, Mayank Mishra, Alex Gu, Binyuan Hui, Tri Dao, Armel Zebaze, Olivier Dehaene, Nicolas Patry, Canwen Xu, Julian J. McAuley, Han Hu, Torsten Scholak, Sébastien Paquet, Jennifer Robinson, Carolyn Jane Anderson, Nicolas Chapados, et al.
StarCoder 2 and The Stack v2: The Next Generation. CoRR (2024)
Aryo Pradipta Gema, Joshua Ong Jun Leang, Giwon Hong, Alessio Devoto, Alberto Carlo Maria Mancino, Rohit Saxena, Xuanli He, Yu Zhao, Xiaotang Du, Mohammad Reza Ghasemi Madani, Claire Barale, Robert McHardy, Joshua Harris, Jean Kaddour, Emile van Krieken, Pasquale Minervini
Are We Done with MMLU? CoRR (2024)
David Ifeoluwa Adelani, Jessica Ojo, Israel Abebe Azime, Jian Yun Zhuang, Jesujoba O. Alabi, Xuanli He, Millicent Ochieng, Sara Hooker, Andiswa Bukula, En-Shiun Annie Lee, Chiamaka Chukwuneke, Happy Buzaaba, Blessing K. Sibanda, Godson Kalipe, Jonathan Mukiibi, Salomon Kabongo, Foutse Yuehgoh, Mmasibidi Setaka, Lolwethu Ndolela, Nkiruka Odu, Rooweither Mabuya, Shamsuddeen Hassan Muhammad, Salomey Osei, Sokhar Samb, Tadesse Kebede Guge, Pontus Stenetorp
IrokoBench: A New Benchmark for African Languages in the Age of Large Language Models. CoRR (2024)
Ansh Arora, Xuanli He, Maximilian Mozes, Srinibas Swain, Mark Dras, Qiongkai Xu
Here's a Free Lunch: Sanitizing Backdoored Models with Model Merge. CoRR (2024)
Giwon Hong, Aryo Pradipta Gema, Rohit Saxena, Xiaotang Du, Ping Nie, Yu Zhao, Laura Perez-Beltrachini, Max Ryabinin, Xuanli He, Clémentine Fourrier, Pasquale Minervini
The Hallucinations Leaderboard - An Open Effort to Measure Hallucinations in Large Language Models. CoRR (2024)
Jun Wang, Qiongkai Xu, Xuanli He, Benjamin I. P. Rubinstein, Trevor Cohn
Backdoor Attack on Multilingual Machine Translation. CoRR (2024)
Jun Wang, Qiongkai Xu, Xuanli He, Benjamin I. P. Rubinstein, Trevor Cohn
Backdoor Attacks on Multilingual Machine Translation. NAACL-HLT (2024)
Wanru Zhao, Vidit Khazanchi, Haodi Xing, Xuanli He, Qiongkai Xu, Nicholas Donald Lane
Attacks on Third-Party APIs of Large Language Models. CoRR (2024)
Maximilian Mozes, Xuanli He, Bennett Kleinberg, Lewis D. Griffin
Use of LLMs for Illicit Purposes: Threats, Prevention Measures, and Vulnerabilities. CoRR (2023)
Diego Mollá, Haolan Zhan, Xuanli He, Qiongkai Xu
Overview of the 2023 ALTA Shared Task: Discriminate between Human-Written and Machine-Generated Text. ALTA (2023)
Xuanli He, Qiongkai Xu, Jun Wang, Benjamin I. P. Rubinstein, Trevor Cohn
Mitigating Backdoor Poisoning Attacks through the Lens of Spurious Correlation. EMNLP (2023)
Anthony Colas, Haodi Ma, Xuanli He, Yang Bai, Daisy Zhe Wang
Can Knowledge Graphs Simplify Text? CIKM (2023)
Thuy-Trang Vu, Xuanli He, Gholamreza Haffari, Ehsan Shareghi
Koala: An Index for Quantifying Overlaps with Pre-training Corpora. EMNLP (Demos) (2023)
Anthony Colas, Haodi Ma, Xuanli He, Yang Bai, Daisy Zhe Wang
Can Knowledge Graphs Simplify Text? CoRR (2023)
Thuy-Trang Vu, Xuanli He, Gholamreza Haffari, Ehsan Shareghi
Koala: An Index for Quantifying Overlaps with Pre-training Corpora. CoRR (2023)
Xuanli He, Jun Wang, Benjamin I. P. Rubinstein, Trevor Cohn
IMBERT: Making BERT Immune to Insertion-based Backdoor Attacks. CoRR (2023)
Xuanli He, Qiongkai Xu, Jun Wang, Benjamin I. P. Rubinstein, Trevor Cohn
Mitigating Backdoor Poisoning Attacks through the Lens of Spurious Correlation. CoRR (2023)
Haolan Zhan, Xuanli He, Qiongkai Xu, Yuxiang Wu, Pontus Stenetorp
G3Detector: General GPT-Generated Text Detector. CoRR (2023)
Xuanli He, Yuxiang Wu, Oana-Maria Camburu, Pasquale Minervini, Pontus Stenetorp
Using Natural Language Explanations to Improve Robustness of In-context Learning for Natural Language Inference. CoRR (2023)
Terry Yue Zhuo, Qiongkai Xu, Xuanli He, Trevor Cohn
Rethinking Round-Trip Translation for Machine Translation Evaluation. ACL (Findings) (2023)
Jiayi Wang, David Ifeoluwa Adelani, Sweta Agrawal, Ricardo Rei, Eleftheria Briakou, Marine Carpuat, Marek Masiak, Xuanli He, Sofia Bourhim, Andiswa Bukula, Muhidin Mohamed, Temitayo Olatoye, Hamam Mokayed, Christine Mwase, Wangui Kimotho, Foutse Yuehgoh, Aremu Anuoluwapo, Jessica Ojo, Shamsuddeen Hassan Muhammad, Salomey Osei, Abdul-Hakeem Omotayo, Chiamaka Chukwuneke, Perez Ogayo, Oumaima Hourrane, Salma El Anigri, Lolwethu Ndolela, Thabiso Mangwana, Shafie Abdi Mohamed, Ayinde Hassan, Oluwabusayo Olufunke Awoyomi, Lama Alkhaled, Sana Sabah Al-Azzawi, Naome A. Etori, Millicent Ochieng, Clemencia Siro, Samuel Njoroge, Eric Muchiri, Wangari Kimotho, Lyse Naomi Wamba Momo, Daud Abolade, Simbiat Ajao, Tosin P. Adewumi, Iyanuoluwa Shode, Ricky Macharm, Ruqayya Nasir Iro, Saheed S. Abdullahi, Stephen E. Moore, Bernard Opoku, Zainab Akinjobi, Afolabi Abeeb, Nnaemeka C. Obiefuna, Onyekachi Raphael Ogbu, Sam Brian, Verrah Akinyi Otiende, Chinedu Emmanuel Mbonu, Sakayo Toadoum Sari, Pontus Stenetorp
AfriMTE and AfriCOMET: Empowering COMET to Embrace Under-resourced African Languages. CoRR (2023)
Xuanli He, Qiongkai Xu, Yi Zeng, Lingjuan Lyu, Fangzhao Wu, Jiwei Li, Ruoxi Jia
CATER: Intellectual Property Protection on Text Generation APIs via Conditional Watermarks. NeurIPS (2022)
Jun Wang, Xuanli He, Benjamin I. P. Rubinstein, Trevor Cohn
Foiling Training-Time Attacks on Neural Machine Translation Systems. EMNLP (Findings) (2022)
Xuanli He, Lingjuan Lyu, Chen Chen, Qiongkai Xu
Extracted BERT Model Leaks More Information than You Think! EMNLP (2022)
Xuanli He, Qiongkai Xu, Lingjuan Lyu, Fangzhao Wu, Chenguang Wang
Protecting Intellectual Property of Language Generation APIs with Lexical Watermark. AAAI (2022)
Xuanli He, Chen Chen, Lingjuan Lyu, Qiongkai Xu
Extracted BERT Model Leaks More Information than You Think! CoRR (2022)
Terry Yue Zhuo, Qiongkai Xu, Xuanli He, Trevor Cohn
Rethinking Round-trip Translation for Automatic Machine Translation Evaluation. CoRR (2022)
Thuy-Trang Vu, Shahram Khadivi, Xuanli He, Dinh Phung, Gholamreza Haffari
Can Domains Be Transferred across Languages in Multi-Domain Multilingual Neural Machine Translation? WMT (2022)
Thuy-Trang Vu, Shahram Khadivi, Xuanli He, Dinh Q. Phung, Gholamreza Haffari
Can Domains Be Transferred Across Languages in Multi-Domain Multilingual Neural Machine Translation? CoRR (2022)
Xuanli He, Islam Nassar, Jamie Kiros, Gholamreza Haffari, Mohammad Norouzi
Generate, Annotate, and Learn: NLP with Synthetic Text. Trans. Assoc. Comput. Linguistics 10 (2022)
Qiongkai Xu, Xuanli He, Lingjuan Lyu, Lizhen Qu, Gholamreza Haffari
Student Surpasses Teacher: Imitation Attack for Black-Box NLP APIs. COLING (2022)
Xuanli He, Qiongkai Xu, Yi Zeng, Lingjuan Lyu, Fangzhao Wu, Jiwei Li, Ruoxi Jia
CATER: Intellectual Property Protection on Text Generation APIs via Conditional Watermarks. CoRR (2022)
Qiongkai Xu, Xuanli He, Lingjuan Lyu, Lizhen Qu, Gholamreza Haffari
Beyond Model Extraction: Imitation Attack for Black-Box NLP APIs. CoRR (2021)
Xuanli He, Lingjuan Lyu, Lichao Sun, Qiongkai Xu
Model Extraction and Adversarial Transferability, Your BERT is Vulnerable! NAACL-HLT (2021)
Xuanli He, Iman Keivanloo, Yi Xu, Xiang He, Belinda Zeng, Santosh Rajagopalan, Trishul Chilimbi
Magic Pyramid: Accelerating Inference with Early Exiting and Token Pruning. CoRR (2021)
Thuy-Trang Vu, Xuanli He, Dinh Q. Phung, Gholamreza Haffari
Generalised Unsupervised Domain Adaptation of Neural Machine Translation with Cross-Lingual Data Selection. CoRR (2021)
Xuanli He, Lingjuan Lyu, Qiongkai Xu, Lichao Sun
Model Extraction and Adversarial Transferability, Your BERT is Vulnerable! CoRR (2021)
Xuanli He, Islam Nassar, Jamie Kiros, Gholamreza Haffari, Mohammad Norouzi
Generate, Annotate, and Learn: Generative Models Advance Self-Training and Knowledge Distillation. CoRR (2021)
Thuy-Trang Vu, Xuanli He, Dinh Q. Phung, Gholamreza Haffari
Generalised Unsupervised Domain Adaptation of Neural Machine Translation with Cross-Lingual Data Selection. EMNLP (1) (2021)
Xuanli He, Qiongkai Xu, Lingjuan Lyu, Fangzhao Wu, Chenguang Wang
Protecting Intellectual Property of Language Generation APIs with Lexical Watermark. CoRR (2021)
Qinghong Guo, Xuanli He, Muhong Huang
Finite groups with n-embedded subgroups. Int. J. Algebra Comput. 31 (7) (2021)
Lingjuan Lyu, Xuanli He, Fangzhao Wu, Lichao Sun
Killing Two Birds with One Stone: Stealing Model and Inferring Attribute from BERT-based APIs. CoRR (2021)
Lingjuan Lyu, Xuanli He, Yitong Li
Differentially Private Representation for NLP: Formal Guarantee and An Empirical Study on Privacy and Fairness. EMNLP (Findings) (2020)
Xuanli He, Quan Hung Tran, Gholamreza Haffari, Walter Chang, Trung Bui, Zhe Lin, Franck Dernoncourt, Nhan Dam
Scene Graph Modification Based on Natural Language Commands. CoRR (2020)
Xuanli He, Quan Hung Tran, Gholamreza Haffari, Walter Chang, Zhe Lin, Trung Bui, Franck Dernoncourt, Nhan Dam
Scene Graph Modification Based on Natural Language Commands. EMNLP (Findings) (2020)
Lingjuan Lyu, Yitong Li, Xuanli He, Tong Xiao
Towards Differentially Private Text Representations. SIGIR (2020)
Xuanli He, Gholamreza Haffari, Mohammad Norouzi
Dynamic Programming Encoding for Subword Segmentation in Neural Machine Translation. CoRR (2020)
Lingjuan Lyu, Yitong Li, Xuanli He, Tong Xiao
Towards Differentially Private Text Representations. CoRR (2020)
Lingjuan Lyu, Xuanli He, Yitong Li
Differentially Private Representation for NLP: Formal Guarantee and An Empirical Study on Privacy and Fairness. CoRR (2020)
Xuanli He, Gholamreza Haffari, Mohammad Norouzi
Dynamic Programming Encoding for Subword Segmentation in Neural Machine Translation. ACL (2020)
Lingjuan Lyu, James C. Bezdek, Xuanli He, Jiong Jin
Fog-Embedded Deep Learning for the Internet of Things. IEEE Trans. Ind. Informatics 15 (7) (2019)
Xuanli He, Quan Hung Tran, Gholamreza Haffari
A Pointer Network Architecture for Context-Dependent Semantic Parsing. ALTA (2019)
Xuanli He, Gholamreza Haffari, Mohammad Norouzi
Sequence to Sequence Mixture Model for Diverse Machine Translation. CoRR (2018)
Lingjuan Lyu, James C. Bezdek, Yee Wei Law, Xuanli He, Marimuthu Palaniswami
Privacy-preserving collaborative fuzzy clustering. Data Knowl. Eng. 116 (2018)
Xuanli He, Quan Hung Tran, William Havard, Laurent Besacier, Ingrid Zukerman, Gholamreza Haffari
Exploring Textual and Speech information in Dialogue Act Classification with Speaker Domain Adaptation. CoRR (2018)
Xuanli He, Gholamreza Haffari, Mohammad Norouzi
Sequence to Sequence Mixture Model for Diverse Machine Translation. CoNLL (2018)
Xuanli He, Quan Hung Tran, William Havard, Laurent Besacier, Ingrid Zukerman, Gholamreza Haffari
Exploring Textual and Speech information in Dialogue Act Classification with Speaker Domain Adaptation. ALTA (2018)
Lingjuan Lyu, Jiong Jin, Sutharshan Rajasegarar, Xuanli He, Marimuthu Palaniswami
Fog-Empowered Anomaly Detection in IoT Using Hyperellipsoidal Clustering. IEEE Internet Things J. 4 (5) (2017)
Lingjuan Lyu, Xuanli He, Yee Wei Law, Marimuthu Palaniswami
Privacy-Preserving Collaborative Deep Learning with Application to Human Activity Recognition. CIKM (2017)
Ekaterina Vylomova, Trevor Cohn, Xuanli He, Gholamreza Haffari
Word Representation Models for Morphologically Rich Languages in Neural Machine Translation. SWCN@EMNLP (2017)
Ekaterina Vylomova, Trevor Cohn, Xuanli He, Gholamreza Haffari
Word Representation Models for Morphologically Rich Languages in Neural Machine Translation. CoRR (2016)