TopicEq: A Joint Topic and Mathematical Equation Model for Scientific Texts
Table 9: Test perplexity for phrase prediction.
['[BOLD] Alignment Model', '[BOLD] 50', '[BOLD] 100 (# Topics)']
We observe that the topic information significantly improves the alignment between math symbols and word descriptions, reducing the perplexity by more than 33% (relative).