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2020 – today
- 2024
[j6]Xuanli He, Qiongkai Xu, Jun Wang, Benjamin I. P. Rubinstein, Trevor Cohn:
SEEP: Training Dynamics Grounds Latent Representation Search for Mitigating Backdoor Poisoning Attacks. Trans. Assoc. Comput. Linguistics 12: 996-1010 (2024)- [c26]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: 13477-13499 - [c25]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: 15059-15075 - [c24]Jun Wang, Qiongkai Xu
, Xuanli He, Benjamin I. P. Rubinstein, Trevor Cohn:
Backdoor Attacks on Multilingual Machine Translation. NAACL-HLT 2024: 4515-4534 - [c23]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 Raphael 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: 5997-6023 - [i35]Aditya Desu, Xuanli He, Qiongkai Xu, Wei Lu:
Generative Models are Self-Watermarked: Declaring Model Authentication through Re-Generation. CoRR abs/2402.16889 (2024) - [i34]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 abs/2402.19173 (2024) - [i33]Ansh Arora, Xuanli He, Maximilian Mozes, Srinibas Swain, Mark Dras, Qiongkai Xu:
Here's a Free Lunch: Sanitizing Backdoored Models with Model Merge. CoRR abs/2402.19334 (2024) - [i32]Jun Wang, Qiongkai Xu, Xuanli He, Benjamin I. P. Rubinstein, Trevor Cohn:
Backdoor Attack on Multilingual Machine Translation. CoRR abs/2404.02393 (2024) - [i31]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 abs/2404.05904 (2024) - [i30]Wanru Zhao, Vidit Khazanchi, Haodi Xing, Xuanli He, Qiongkai Xu, Nicholas Donald Lane:
Attacks on Third-Party APIs of Large Language Models. CoRR abs/2404.16891 (2024) - [i29]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 abs/2404.19597 (2024) - [i28]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 abs/2405.11575 (2024) - [i27]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 abs/2406.03368 (2024) - [i26]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 abs/2406.04127 (2024) - 2023
- [c22]Terry Yue Zhuo, Qiongkai Xu, Xuanli He, Trevor Cohn:
Rethinking Round-Trip Translation for Machine Translation Evaluation. ACL (Findings) 2023: 319-337 - [c21]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: 148-152 - [c20]Anthony M. Colas, Haodi Ma, Xuanli He, Yang Bai, Daisy Zhe Wang:
Can Knowledge Graphs Simplify Text? CIKM 2023: 379-389 - [c19]Thuy-Trang Vu, Xuanli He, Gholamreza Haffari, Ehsan Shareghi:
Koala: An Index for Quantifying Overlaps with Pre-training Corpora. EMNLP (Demos) 2023: 90-98 - [c18]Xuanli He, Qiongkai Xu, Jun Wang, Benjamin I. P. Rubinstein, Trevor Cohn:
Mitigating Backdoor Poisoning Attacks through the Lens of Spurious Correlation. EMNLP 2023: 953-967 - [i25]Thuy-Trang Vu, Xuanli He, Gholamreza Haffari, Ehsan Shareghi:
Koala: An Index for Quantifying Overlaps with Pre-training Corpora. CoRR abs/2303.14770 (2023) - [i24]Xuanli He, Qiongkai Xu, Jun Wang, Benjamin I. P. Rubinstein, Trevor Cohn:
Mitigating Backdoor Poisoning Attacks through the Lens of Spurious Correlation. CoRR abs/2305.11596 (2023) - [i23]Xuanli He, Jun Wang, Benjamin I. P. Rubinstein, Trevor Cohn:
IMBERT: Making BERT Immune to Insertion-based Backdoor Attacks. CoRR abs/2305.16503 (2023) - [i22]Anthony M. Colas, Haodi Ma, Xuanli He, Yang Bai, Daisy Zhe Wang:
Can Knowledge Graphs Simplify Text? CoRR abs/2308.06975 (2023) - [i21]Maximilian Mozes, Xuanli He, Bennett Kleinberg, Lewis D. Griffin:
Use of LLMs for Illicit Purposes: Threats, Prevention Measures, and Vulnerabilities. CoRR abs/2308.12833 (2023) - [i20]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 abs/2311.07556 (2023) - [i19]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 abs/2311.09828 (2023) - 2022
- [b1]Xuanli He:
Context-aware Natural Language Understanding and Generation. Monash University, Australia, 2022 - [j5]Xuanli He, Islam Nassar, Jamie Kiros, Gholamreza Haffari, Mohammad Norouzi:
Generate, Annotate, and Learn: NLP with Synthetic Text. Trans. Assoc. Comput. Linguistics 10: 826-842 (2022) - [c17]Xuanli He, Qiongkai Xu, Lingjuan Lyu, Fangzhao Wu, Chenguang Wang:
Protecting Intellectual Property of Language Generation APIs with Lexical Watermark. AAAI 2022: 10758-10766 - [c16]Qiongkai Xu, Xuanli He, Lingjuan Lyu, Lizhen Qu, Gholamreza Haffari:
Student Surpasses Teacher: Imitation Attack for Black-Box NLP APIs. COLING 2022: 2849-2860 - [c15]Xuanli He, Lingjuan Lyu, Chen Chen, Qiongkai Xu:
Extracted BERT Model Leaks More Information than You Think! EMNLP 2022: 1530-1537 - [c14]Jun Wang, Xuanli He, Benjamin I. P. Rubinstein, Trevor Cohn:
Foiling Training-Time Attacks on Neural Machine Translation Systems. EMNLP (Findings) 2022: 5906-5913 - [c13]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 - [c12]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: 381-396 - [i18]Terry Yue Zhuo, Qiongkai Xu, Xuanli He, Trevor Cohn:
Rethinking Round-trip Translation for Automatic Machine Translation Evaluation. CoRR abs/2209.07351 (2022) - [i17]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 abs/2209.08773 (2022) - [i16]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 abs/2210.11628 (2022) - [i15]Xuanli He, Chen Chen, Lingjuan Lyu, Qiongkai Xu:
Extracted BERT Model Leaks More Information than You Think! CoRR abs/2210.11735 (2022) - 2021
- [j4]Qinghong Guo, Xuanli He, Muhong Huang:
Finite groups with n-embedded subgroups. Int. J. Algebra Comput. 31(7): 1419-1428 (2021) - [c11]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: 3335-3346 - [c10]Xuanli He, Lingjuan Lyu, Lichao Sun, Qiongkai Xu:
Model Extraction and Adversarial Transferability, Your BERT is Vulnerable! NAACL-HLT 2021: 2006-2012 - [i14]Xuanli He, Lingjuan Lyu, Qiongkai Xu, Lichao Sun:
Model Extraction and Adversarial Transferability, Your BERT is Vulnerable! CoRR abs/2103.10013 (2021) - [i13]Lingjuan Lyu, Xuanli He, Fangzhao Wu, Lichao Sun:
Killing Two Birds with One Stone: Stealing Model and Inferring Attribute from BERT-based APIs. CoRR abs/2105.10909 (2021) - [i12]Xuanli He, Islam Nassar, Jamie Kiros, Gholamreza Haffari, Mohammad Norouzi:
Generate, Annotate, and Learn: Generative Models Advance Self-Training and Knowledge Distillation. CoRR abs/2106.06168 (2021) - [i11]Qiongkai Xu, Xuanli He, Lingjuan Lyu, Lizhen Qu, Gholamreza Haffari:
Beyond Model Extraction: Imitation Attack for Black-Box NLP APIs. CoRR abs/2108.13873 (2021) - [i10]Thuy-Trang Vu, Xuanli He, Dinh Q. Phung, Gholamreza Haffari:
Generalised Unsupervised Domain Adaptation of Neural Machine Translation with Cross-Lingual Data Selection. CoRR abs/2109.04292 (2021) - [i9]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 abs/2111.00230 (2021) - [i8]Xuanli He, Qiongkai Xu, Lingjuan Lyu, Fangzhao Wu, Chenguang Wang:
Protecting Intellectual Property of Language Generation APIs with Lexical Watermark. CoRR abs/2112.02701 (2021) - 2020
- [c9]Xuanli He, Gholamreza Haffari, Mohammad Norouzi:
Dynamic Programming Encoding for Subword Segmentation in Neural Machine Translation. ACL 2020: 3042-3051 - [c8]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: 972-990 - [c7]Lingjuan Lyu, Xuanli He, Yitong Li:
Differentially Private Representation for NLP: Formal Guarantee and An Empirical Study on Privacy and Fairness. EMNLP (Findings) 2020: 2355-2365 - [c6]Lingjuan Lyu, Yitong Li, Xuanli He, Tong Xiao:
Towards Differentially Private Text Representations. SIGIR 2020: 1813-1816 - [i7]Xuanli He, Gholamreza Haffari, Mohammad Norouzi:
Dynamic Programming Encoding for Subword Segmentation in Neural Machine Translation. CoRR abs/2005.06606 (2020) - [i6]Lingjuan Lyu, Yitong Li, Xuanli He, Tong Xiao:
Towards Differentially Private Text Representations. CoRR abs/2006.14170 (2020) - [i5]Lingjuan Lyu, Xuanli He, Yitong Li:
Differentially Private Representation for NLP: Formal Guarantee and An Empirical Study on Privacy and Fairness. CoRR abs/2010.01285 (2020) - [i4]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 abs/2010.02591 (2020)
2010 – 2019
- 2019
- [j3]Lingjuan Lyu, James C. Bezdek, Xuanli He, Jiong Jin:
Fog-Embedded Deep Learning for the Internet of Things. IEEE Trans. Ind. Informatics 15(7): 4206-4215 (2019) - [c5]Xuanli He, Quan Hung Tran, Gholamreza Haffari:
A Pointer Network Architecture for Context-Dependent Semantic Parsing. ALTA 2019: 94-99 - 2018
- [j2]Lingjuan Lyu, James C. Bezdek, Yee Wei Law, Xuanli He, Marimuthu Palaniswami:
Privacy-preserving collaborative fuzzy clustering. Data Knowl. Eng. 116: 21-41 (2018) - [c4]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: 61-65 - [c3]Xuanli He, Gholamreza Haffari, Mohammad Norouzi:
Sequence to Sequence Mixture Model for Diverse Machine Translation. CoNLL 2018: 583-592 - [i3]Xuanli He, Gholamreza Haffari, Mohammad Norouzi:
Sequence to Sequence Mixture Model for Diverse Machine Translation. CoRR abs/1810.07391 (2018) - [i2]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 abs/1810.07455 (2018) - 2017
- [j1]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): 1174-1184 (2017) - [c2]Lingjuan Lyu, Xuanli He, Yee Wei Law, Marimuthu Palaniswami:
Privacy-Preserving Collaborative Deep Learning with Application to Human Activity Recognition. CIKM 2017: 1219-1228 - [c1]Ekaterina Vylomova, Trevor Cohn, Xuanli He, Gholamreza Haffari:
Word Representation Models for Morphologically Rich Languages in Neural Machine Translation. SWCN@EMNLP 2017: 103-108 - 2016
- [i1]Ekaterina Vylomova, Trevor Cohn, Xuanli He, Gholamreza Haffari:
Word Representation Models for Morphologically Rich Languages in Neural Machine Translation. CoRR abs/1606.04217 (2016)
Coauthor Index
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