| 2026 | ACL | Why Do More Experts Fail? A Theoretical Analysis of Model Merging. | Zijing Wang, Xingle Xu, Yongkang Liu, Yiqun Zhang, Peiqin Lin, Shi Feng, Daling Wang, Xiaocui Yang, Hinrich Schtze |
| 2025 | ACL | Understanding In-Context Machine Translation for Low-Resource Languages: A Case Study on Manchu. | Renhao Pei, Yihong Liu, Peiqin Lin, Franois Yvon, Hinrich Schtze |
| 2025 | EMNLP | GlotEval: A Test Suite for Massively Multilingual Evaluation of Large Language Models. | Hengyu Luo, Zihao Li, Joseph Attieh, Sawal Devkota, Ona de Gibert, Xu Huang, Shaoxiong Ji, Peiqin Lin, Bhavani Sai Praneeth Varma Mantina, Ananda Sreenidhi, Ral Vzquez, Mengjie Wang, Samea Yusofi, Fei Yuan, Jrg Tiedemann |
| 2025 | EMNLP | SolEval: Benchmarking Large Language Models for Repository-level Solidity Smart Contract Generation. | Zhiyuan Peng, Xin Yin, Rui Qian, Peiqin Lin, Yongkang Liu, Hao Zhang, Chenhao Ying, Yuan Luo |
| 2025 | NAACL | XAMPLER: Learning to Retrieve Cross-Lingual In-Context Examples. | Peiqin Lin, Andr F. T. Martins, Hinrich Schtze |
| 2025 | NAACL | A Recipe of Parallel Corpora Exploitation for Multilingual Large Language Models. | Peiqin Lin, Andr F. T. Martins, Hinrich Schtze |
| 2025 | NAACL | SSMLoRA: Enhancing Low-Rank Adaptation with State Space Model. | Jiayang Yu, Yihang Zhang, Bin Wang, Peiqin Lin, Yongkang Liu, Shi Feng |
| 2024 | EACL | mPLM-Sim: Better Cross-Lingual Similarity and Transfer in Multilingual Pretrained Language Models. | Peiqin Lin, Chengzhi Hu, Zheyu Zhang, Andr F. T. Martins, Hinrich Schtze |
| 2024 | NAACL | Universal NER: A Gold-Standard Multilingual Named Entity Recognition Benchmark. | Stephen Mayhew, Terra Blevins, Shuheng Liu, Marek Suppa, Hila Gonen, Joseph Marvin Imperial, Brje Karlsson, Peiqin Lin, Nikola Ljubesic, Lester James V. Miranda, Barbara Plank, Arij Riabi, Yuval Pinter |
| 2024 | NAACL | OFA: A Framework of Initializing Unseen Subword Embeddings for Efficient Large-scale Multilingual Continued Pretraining. | Yihong Liu, Peiqin Lin, Mingyang Wang, Hinrich Schtze |
| 2023 | ACL | Glot500: Scaling Multilingual Corpora and Language Models to 500 Languages. | Ayyoob Imani, Peiqin Lin, Amir Hossein Kargaran, Silvia Severini, Masoud Jalili Sabet, Nora Kassner, Chunlan Ma, Helmut Schmid, Andr F. T. Martins, Franois Yvon, Hinrich Schtze |
| 2021 | IJCNN | A Hierarchical Inter-Clause Interaction Network for Emotion Cause Extraction. | Peiqin Lin, Meng Yang, Yu Gu |
| 2021 | IJCNN | Utilization of Question Categories in Multi-Document Machine Reading Comprehension. | Shaomin Zheng, Meng Yang, Yongjie Huang, Peiqin Lin |
| 2020 | AAAI | Hierarchical Attention Network with Pairwise Loss for Chinese Zero Pronoun Resolution. | Peiqin Lin, Meng Yang |
| 2020 | EMNLP | A Shared-Private Representation Model with Coarse-to-Fine Extraction for Target Sentiment Analysis. | Peiqin Lin, Meng Yang |
| 2019 | IJCAI | Deep Mask Memory Network with Semantic Dependency and Context Moment for Aspect Level Sentiment Classification. | Peiqin Lin, Meng Yang, Jianhuang Lai |