367 citations
- Tianjin University of TechnologyCN18 papers
- Tianjin UniversityCN15 papers
- Tsinghua UniversityCN8 papers
- Tianjin Foreign Studies UniversityCN4 papers
- Chinese Academy of SciencesCN3 papers
- Kavli Institute for Theoretical SciencesCN3 papers
- Nankai UniversityCN3 papers
- Fudan UniversityCN2 papers
- Jeonbuk National UniversityKR2 papers
- Jilin UniversityCN2 papers
- Mokpo National UniversityKR2 papers
- Nanjing UniversityCN2 papers
Showing cs.CLShow all
3 papers · 1 filter
cs.CL2026
Beyond Value Benchmarks: Measuring Value-Structure Alignment in Large Language Models via Symmetric Q-Sorts
Jingting Zheng, Yuqi Ren, Linhao Yu +2
Large Language Models (LLMs) are increasingly deployed in contexts requiring complex moral reasoning and value trade-offs. However, existing evaluations typically rely on item-leve…
cs.CL2026
MNAFT: modality neuron-aware fine-tuning of multimodal large language models for image translation
Bo Li, Ningyuan Deng, Tianyu Dong +3
Multimodal large language models (MLLMs) have shown impressive capabilities, yet they often struggle to effectively capture the fine-grained textual information within images cruci…
cs.CL2026
Data Mixing for Large Language Models Pretraining: A Survey and Outlook
Zhuo Chen, Yuxuan Miao, Supryadi +1
Large language models (LLMs) rely on pretraining on massive and heterogeneous corpora, where training data composition has a decisive impact on training efficiency and downstream g…