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ORCIDYihong Liu 0001
Person information
- affiliation: Ludwig Maximilian University of Munich (LMU), Center for Information and Language Processing, Munich Center for Machine Learning (MCML), Munich, Germany
- affiliation (former): Southwest University, College of Computer and Information Science, Chongqing, China
Other persons with the same name
- Yihong Liu — disambiguation page
- Yihong Liu 0002
![[0000-0002-6167-7774]](https://dblp.org/img/orcid-mark.12x12.png "0000-0002-6167-7774")
— Huainan Normal University, Huainan, China - Yihong Liu 0003 — Tsinghua University, Beijing, China
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2020 – today
- 2025
[c14]Yihong Liu, Haotian Ye, Chunlan Ma, Mingyang Wang, Hinrich Schütze:
LangSAMP: Language-Script Aware Multilingual Pretraining. ACL (1) 2025: 1743-1770- [c13]Mingyang Wang, Heike Adel, Lukas Lange, Yihong Liu, Ercong Nie, Jannik Strötgen, Hinrich Schütze:
Lost in Multilinguality: Dissecting Cross-lingual Factual Inconsistency in Transformer Language Models. ACL (1) 2025: 5075-5094 - [c12]Renhao Pei, Yihong Liu, Peiqin Lin, François Yvon, Hinrich Schütze:
Understanding In-Context Machine Translation for Low-Resource Languages: A Case Study on Manchu. ACL (1) 2025: 8767-8788 - [c11]Amir Hossein Kargaran, Yihong Liu, François Yvon, Hinrich Schütze:
How Programming Concepts and Neurons Are Shared in Code Language Models. ACL (Findings) 2025: 26905-26917 - [c10]Yihong Liu, Chunlan Ma, Haotian Ye, Hinrich Schütze:
TransMI: A Framework to Create Strong Baselines from Multilingual Pretrained Language Models for Transliterated Data. COLING 2025: 469-495 - [c9]Yihong Liu, Mingyang Wang, Amir Hossein Kargaran, Ayyoob Imani, Orgest Xhelili, Haotian Ye, Chunlan Ma, François Yvon, Hinrich Schütze:
How Transliterations Improve Crosslingual Alignment. COLING 2025: 2417-2433 - [i29]Chengyan Wu, Bolei Ma, Yihong Liu, Zheyu Zhang, Ningyuan Deng, Yanshu Li, Baolan Chen, Yi Zhang, Barbara Plank, Yun Xue:
M-ABSA: A Multilingual Dataset for Aspect-Based Sentiment Analysis. CoRR abs/2502.11824 (2025) - [i28]Renhao Pei, Yihong Liu, Peiqin Lin, François Yvon, Hinrich Schütze:
Understanding In-Context Machine Translation for Low-Resource Languages: A Case Study on Manchu. CoRR abs/2502.11862 (2025) - [i27]Yihong Liu, Runsheng Chen, Lea Hirlimann, Ahmad Dawar Hakimi, Mingyang Wang, Amir Hossein Kargaran, Sascha Rothe, François Yvon, Hinrich Schütze:
On Relation-Specific Neurons in Large Language Models. CoRR abs/2502.17355 (2025) - [i26]Mingyang Wang, Heike Adel, Lukas Lange, Yihong Liu, Ercong Nie, Jannik Strötgen, Hinrich Schütze:
Lost in Multilinguality: Dissecting Cross-lingual Factual Inconsistency in Transformer Language Models. CoRR abs/2504.04264 (2025) - [i25]Enes Özeren, Yihong Liu, Hinrich Schütze:
HYPEROFA: Expanding LLM Vocabulary to New Languages via Hypernetwork-Based Embedding Initialization. CoRR abs/2504.21018 (2025) - [i24]Yihong Liu, Mingyang Wang, Amir Hossein Kargaran, Felicia Körner, Ercong Nie, Barbara Plank, François Yvon, Hinrich Schütze:
Tracing Multilingual Factual Knowledge Acquisition in Pretraining. CoRR abs/2505.14824 (2025) - [i23]Xinpeng Wang, Mingyang Wang, Yihong Liu, Hinrich Schütze, Barbara Plank:
Refusal Direction is Universal Across Safety-Aligned Languages. CoRR abs/2505.17306 (2025) - [i22]Amir Hossein Kargaran, Yihong Liu, François Yvon, Hinrich Schütze:
How Programming Concepts and Neurons Are Shared in Code Language Models. CoRR abs/2506.01074 (2025) - [i21]Qi Feng, Yihong Liu, Hinrich Schütze:
Your Pretrained Model Tells the Difficulty Itself: A Self-Adaptive Curriculum Learning Paradigm for Natural Language Understanding. CoRR abs/2507.09758 (2025) - [i20]Han Yang, Jian Lan, Yihong Liu, Hinrich Schütze, Thomas Seidl:
Enhancing Robustness of Autoregressive Language Models against Orthographic Attacks via Pixel-based Approach. CoRR abs/2508.21206 (2025) - [i19]Philipp Mondorf, Mingyang Wang, Sebastian Gerstner, Ahmad Dawar Hakimi, Yihong Liu, Leonor Veloso, Shijia Zhou, Hinrich Schütze, Barbara Plank:
BlackboxNLP-2025 MIB Shared Task: Exploring Ensemble Strategies for Circuit Localization Methods. CoRR abs/2510.06811 (2025) - [i18]Yihong Liu, Raoyuan Zhao, Lena Altinger, Hinrich Schütze, Michael A. Hedderich:
Evaluating Robustness of Large Language Models Against Multilingual Typographical Errors. CoRR abs/2510.09536 (2025) - [i17]Raoyuan Zhao, Yihong Liu, Hinrich Schütze, Michael A. Hedderich:
A Comprehensive Evaluation of Multilingual Chain-of-Thought Reasoning: Performance, Consistency, and Faithfulness Across Languages. CoRR abs/2510.09555 (2025) - [i16]Yihong Liu, Mingyang Wang, François Yvon, Hinrich Schütze:
On the Entity-Level Alignment in Crosslingual Consistency. CoRR abs/2510.10280 (2025) - [i15]Jian Lan, Zhicheng Liu, Udo Schlegel, Raoyuan Zhao, Yihong Liu, Hinrich Schütze, Michael A. Hedderich, Thomas Seidl:
Human Uncertainty-Aware Data Selection and Automatic Labeling in Visual Question Answering. CoRR abs/2510.11295 (2025) - 2024
- [c8]Yihong Liu, Chunlan Ma, Haotian Ye, Hinrich Schütze:
TransliCo: A Contrastive Learning Framework to Address the Script Barrier in Multilingual Pretrained Language Models. ACL (1) 2024: 2476-2499 - [c7]Raoyuan Zhao, Abdullatif Köksal, Yihong Liu, Leonie Weissweiler, Anna Korhonen, Hinrich Schütze:
SynthEval: Hybrid Behavioral Testing of NLP Models with Synthetic Evaluation. EMNLP (Findings) 2024: 7017-7034 - [c6]Orgest Xhelili, Yihong Liu, Hinrich Schütze:
Breaking the Script Barrier in Multilingual Pre-Trained Language Models with Transliteration-Based Post-Training Alignment. EMNLP (Findings) 2024: 11283-11296 - [c5]Yihong Liu, Peiqin Lin, Mingyang Wang, Hinrich Schütze:
OFA: A Framework of Initializing Unseen Subword Embeddings for Efficient Large-scale Multilingual Continued Pretraining. NAACL-HLT (Findings) 2024: 1067-1097 - [i14]Haotian Ye, Yihong Liu, Chunlan Ma, Hinrich Schütze:
MoSECroT: Model Stitching with Static Word Embeddings for Crosslingual Zero-shot Transfer. CoRR abs/2401.04821 (2024) - [i13]Yihong Liu, Chunlan Ma, Haotian Ye, Hinrich Schütze:
TransliCo: A Contrastive Learning Framework to Address the Script Barrier in Multilingual Pretrained Language Models. CoRR abs/2401.06620 (2024) - [i12]Yihong Liu, Chunlan Ma, Haotian Ye, Hinrich Schütze:
TransMI: A Framework to Create Strong Baselines from Multilingual Pretrained Language Models for Transliterated Data. CoRR abs/2405.09913 (2024) - [i11]Orgest Xhelili, Yihong Liu, Hinrich Schütze:
Breaking the Script Barrier in Multilingual Pre-Trained Language Models with Transliteration-Based Post-Training Alignment. CoRR abs/2406.19759 (2024) - [i10]Chunlan Ma, Yihong Liu, Haotian Ye, Hinrich Schütze:
Exploring the Role of Transliteration in In-Context Learning for Low-resource Languages Written in Non-Latin Scripts. CoRR abs/2407.02320 (2024) - [i9]Raoyuan Zhao, Abdullatif Köksal, Yihong Liu, Leonie Weissweiler, Anna Korhonen, Hinrich Schütze:
SYNTHEVAL: Hybrid Behavioral Testing of NLP Models with Synthetic CheckLists. CoRR abs/2408.17437 (2024) - [i8]Yihong Liu, Mingyang Wang, Amir Hossein Kargaran, Ayyoob Imani, Orgest Xhelili, Haotian Ye, Chunlan Ma, François Yvon, Hinrich Schütze:
How Transliterations Improve Crosslingual Alignment. CoRR abs/2409.17326 (2024) - [i7]Yihong Liu, Haotian Ye, Chunlan Ma, Mingyang Wang, Hinrich Schütze:
LangSAMP: Language-Script Aware Multilingual Pretraining. CoRR abs/2409.18199 (2024) - 2023
- [c4]Yihong Liu, Haotian Ye, Leonie Weissweiler, Philipp Wicke, Renhao Pei, Robert Zangenfeind, Hinrich Schütze:
A Crosslingual Investigation of Conceptualization in 1335 Languages. ACL (1) 2023: 12969-13000 - [c3]Yihong Liu, Haotian Ye, Leonie Weissweiler, Renhao Pei, Hinrich Schütze:
Crosslingual Transfer Learning for Low-Resource Languages Based on Multilingual Colexification Graphs. EMNLP (Findings) 2023: 8376-8401 - [c2]Yihong Liu, Alexandra Chronopoulou, Hinrich Schütze, Alexander Fraser:
On the Copying Problem of Unsupervised NMT: A Training Schedule with a Language Discriminator Loss. IWSLT@ACL 2023: 491-502 - [i6]Yihong Liu, Haotian Ye, Leonie Weissweiler, Philipp Wicke, Renhao Pei, Robert Zangenfeind, Hinrich Schütze:
A Crosslingual Investigation of Conceptualization in 1335 Languages. CoRR abs/2305.08475 (2023) - [i5]Yihong Liu, Haotian Ye, Leonie Weissweiler, Hinrich Schütze:
Crosslingual Transfer Learning for Low-Resource Languages Based on Multilingual Colexification Graphs. CoRR abs/2305.12818 (2023) - [i4]Haotian Ye, Yihong Liu, Hinrich Schütze:
A study of conceptual language similarity: comparison and evaluation. CoRR abs/2305.13401 (2023) - [i3]Yihong Liu, Alexandra Chronopoulou, Hinrich Schütze, Alexander Fraser:
On the Copying Problem of Unsupervised NMT: A Training Schedule with a Language Discriminator Loss. CoRR abs/2305.17182 (2023) - [i2]Yihong Liu, Peiqin Lin, Mingyang Wang, Hinrich Schütze:
OFA: A Framework of Initializing Unseen Subword Embeddings for Efficient Large-scale Multilingual Continued Pretraining. CoRR abs/2311.08849 (2023) - 2022
- [c1]Yihong Liu, Haris Jabbar, Hinrich Schütze:
Flow-Adapter Architecture for Unsupervised Machine Translation. ACL (1) 2022: 1253-1266 - [i1]Yihong Liu, Haris Jabbar, Hinrich Schütze:
Flow-Adapter Architecture for Unsupervised Machine Translation. CoRR abs/2204.12225 (2022) - 2021
- [j1]Yihong Liu, Wei Guan, Dongxu Lu, Xianchun Zou:
A label-oriented loss function for learning sentence representations. Comput. Speech Lang. 66: 101165 (2021)
Coauthor Index
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