2 papers
cs.CL2026
A Hierarchical and Attentional Analysis of Argument Structure Constructions in BERT Using Naturalistic Corpora
Liu Kaipeng, Wu Ling
This study investigates how the Bidirectional Encoder Representations from Transformers model processes four fundamental Argument Structure Constructions. We employ a multi-dimensi…
cs.CL2026
Leveraging Lora Fine-Tuning and Knowledge Bases for Construction Identification
Liu Kaipeng, Wu Ling
This study investigates the automatic identification of the English ditransitive construction by integrating LoRA-based fine-tuning of a large language model with a Retrieval-Augme…