A label-oriented loss function for learning sentence representations. - Yihong Liu 001; Wei Guan; Dongxu Lu; Xianchun Zou (Comput. Speech Lang., 2021)

Flow-Adapter Architecture for Unsupervised Machine Translation. - Yihong Liu 001; Haris Jabbar; Hinrich Schütze (ACL (1), 2022)

A Crosslingual Investigation of Conceptualization in 1335 Languages. - Yihong Liu 001; Haotian Ye; Leonie Weissweiler; Philipp Wicke; Renhao Pei; Robert Zangenfeind; Hinrich Schütze (ACL (1), 2023)

Crosslingual Transfer Learning for Low-Resource Languages Based on Multilingual Colexification Graphs. - Yihong Liu 001; Haotian Ye; Leonie Weissweiler; Renhao Pei; Hinrich Schütze (EMNLP (Findings), 2023)

On the Copying Problem of Unsupervised NMT: A Training Schedule with a Language Discriminator Loss. - Yihong Liu 001; Alexandra Chronopoulou; Hinrich Schütze; Alexander Fraser 001 (IWSLT@ACL, 2023)

Crosslingual Transfer Learning for Low-Resource Languages Based on Multilingual Colexification Graphs. - Yihong Liu 001; Haotian Ye; Leonie Weissweiler; Hinrich Schütze (CoRR, 2023)

A study of conceptual language similarity: comparison and evaluation. - Haotian Ye; Yihong Liu 001; Hinrich Schütze (CoRR, 2023)

TransliCo: A Contrastive Learning Framework to Address the Script Barrier in Multilingual Pretrained Language Models. - Yihong Liu 001; Chunlan Ma; Haotian Ye; Hinrich Schütze (ACL (1), 2024)

Breaking the Script Barrier in Multilingual Pre-Trained Language Models with Transliteration-Based Post-Training Alignment. - Orgest Xhelili; Yihong Liu 001; Hinrich Schütze (EMNLP (Findings), 2024)

SynthEval: Hybrid Behavioral Testing of NLP Models with Synthetic Evaluation. - Raoyuan Zhao; Abdullatif Köksal; Yihong Liu 001; Leonie Weissweiler; Anna Korhonen; Hinrich Schütze (EMNLP (Findings), 2024)

OFA: A Framework of Initializing Unseen Subword Embeddings for Efficient Large-scale Multilingual Continued Pretraining. - Yihong Liu 001; Peiqin Lin; Mingyang Wang 003; Hinrich Schütze (NAACL-HLT (Findings), 2024)

MoSECroT: Model Stitching with Static Word Embeddings for Crosslingual Zero-shot Transfer. - Haotian Ye; Yihong Liu 001; Chunlan Ma; Hinrich Schütze (CoRR, 2024)

Exploring the Role of Transliteration in In-Context Learning for Low-resource Languages Written in Non-Latin Scripts. - Chunlan Ma; Yihong Liu 001; Haotian Ye; Hinrich Schütze (CoRR, 2024)

SYNTHEVAL: Hybrid Behavioral Testing of NLP Models with Synthetic CheckLists. - Raoyuan Zhao; Abdullatif Köksal; Yihong Liu 001; Leonie Weissweiler; Anna Korhonen; Hinrich Schütze (CoRR, 2024)

LangSAMP: Language-Script Aware Multilingual Pretraining. - Yihong Liu 001; Haotian Ye; Chunlan Ma; Mingyang Wang 003; Hinrich Schütze (ACL (1), 2025)

Lost in Multilinguality: Dissecting Cross-lingual Factual Inconsistency in Transformer Language Models. - Mingyang Wang 003; Heike Adel; Lukas Lange; Yihong Liu 001; Ercong Nie; Jannik Strötgen; Hinrich Schütze (ACL (1), 2025)

How Programming Concepts and Neurons Are Shared in Code Language Models. - Amir Hossein Kargaran; Yihong Liu 001; François Yvon; Hinrich Schütze (ACL (Findings), 2025)

Understanding In-Context Machine Translation for Low-Resource Languages: A Case Study on Manchu. - Renhao Pei; Yihong Liu 001; Peiqin Lin; François Yvon; Hinrich Schütze (ACL (1), 2025)

TransMI: A Framework to Create Strong Baselines from Multilingual Pretrained Language Models for Transliterated Data. - Yihong Liu 001; Chunlan Ma; Haotian Ye; Hinrich Schütze (COLING, 2025)

How Transliterations Improve Crosslingual Alignment. - Yihong Liu 001; Mingyang Wang 003; Amir Hossein Kargaran; Ayyoob Imani; Orgest Xhelili; Haotian Ye; Chunlan Ma; François Yvon; Hinrich Schütze (COLING, 2025)

M-ABSA: A Multilingual Dataset for Aspect-Based Sentiment Analysis. - Chengyan Wu; Bolei Ma; Yihong Liu 001; Zheyu Zhang 007; Ningyuan Deng; Yanshu Li; Baolan Chen; Yi Zhang; Barbara Plank; Yun Xue (CoRR, 2025)

On Relation-Specific Neurons in Large Language Models. - Yihong Liu 001; Runsheng Chen; Lea Hirlimann; Ahmad Dawar Hakimi; Mingyang Wang 003; Amir Hossein Kargaran; Sascha Rothe; François Yvon; Hinrich Schütze (CoRR, 2025)

HYPEROFA: Expanding LLM Vocabulary to New Languages via Hypernetwork-Based Embedding Initialization. - Enes Özeren; Yihong Liu 001; Hinrich Schütze (CoRR, 2025)

Tracing Multilingual Factual Knowledge Acquisition in Pretraining. - Yihong Liu 001; Mingyang Wang 003; Amir Hossein Kargaran; Felicia Körner; Ercong Nie; Barbara Plank; François Yvon; Hinrich Schütze (CoRR, 2025)

Refusal Direction is Universal Across Safety-Aligned Languages. - Xinpeng Wang 003; Mingyang Wang 003; Yihong Liu 001; Hinrich Schütze; Barbara Plank (CoRR, 2025)

Your Pretrained Model Tells the Difficulty Itself: A Self-Adaptive Curriculum Learning Paradigm for Natural Language Understanding. - Qi Feng; Yihong Liu 001; Hinrich Schütze (CoRR, 2025)