Enhance Knowledge-to-Text Generation with TWEAK
Neural knowledge-to-text generation models often struggle to faithfully generate descriptions for the input facts. To address this, we propose a novel decoding method, TWEAK (Think While Effectively Articulating Knowledge), which reduces hallucinations by treating generated sequences as hypotheses and ranking them based on how well they support input facts using a Hypothesis Verification Model (HVM).
Unlock AI’s Potential for Your Company
If you want to evolve your company with AI, stay competitive, and leverage the benefits of Think While You Write Hypothesis Verification, it’s time to discover how AI can redefine your way of work. Start by:
- Identifying Automation Opportunities
- Defining KPIs for measurable impacts
- Selecting Customizable AI Solutions
- Implementing Gradually with pilot projects
For AI KPI management advice, connect with us at hello@itinai.com. For continuous insights into leveraging AI, stay tuned on our Telegram channel or Twitter.
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