Numeric data cannot be accurately entailed due to the limitations of the language model

King-s-Knowledge-Graph-Lab / ProVe

This tool enables the fact-checking of Wikidata items by verbalizing claims and gathering HTML reference resources utilizing various language models. Please refer to the ProVe API through the link provided below.

https://king-s-knowledge-graph-lab.github.io/ProVe/

4 stars 0 forks source link

Numeric data cannot be accurately entailed due to the limitations of the language model #33

Open dignityc opened 3 weeks ago

dignityc commented 3 weeks ago

ProVe uses pre-trained language model for text entailment. As known well, the language model is inappropriate to analyze numbers. For example, ProVe would fail to check supportiveness for death or birth dates.

Is there any good idea for this?