Papers with Complementary semantic role labeling analyses
Frame-Semantic Knowledge Injection for Event-Level Inference in LLMs (2026.acl-short)
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| Challenge: | Large language models (LLMs) are fluent but often brittle when interpretation depends on external information. |
| Approach: | They propose a framework that injects frame-semantic knowledge into Large Language Models via LoRA. |
| Outcome: | The proposed framework can generalize beyond surface cues in large language models. |