Event Grounded Criminal Court View Generation with Cooperative (Large) Language Models

2 code implementations • 10 Apr 2024 • Linan Yue, Qi Liu, Lili Zhao, Li Wang, Weibo Gao, Yanqing An

Then, we incorporate the extracted events into court view generation by merging case facts and events.

Event Extraction

Towards Faithful Explanations: Boosting Rationalization with Shortcuts Discovery

1 code implementation • 12 Mar 2024 • Linan Yue, Qi Liu, Yichao Du, Li Wang, Weibo Gao, Yanqing An

Since existing methods still suffer from adopting the shortcuts in data to compose rationales and limited large-scale annotated rationales by human, in this paper, we propose a Shortcuts-fused Selective Rationalization (SSR) method, which boosts the rationalization by discovering and exploiting potential shortcuts.