In this task, you will be presented with a context from an academic paper and a question separated with a
. You have to answer the question based on the context.

[EX Q]: Each passage was labelled by 3 unique annotators.
Question: How many annotators were there?
[EX A]: 3

[EX Q]: he immediate impact of the explicit constraint is avoiding the collapse issue ($D_{KL}=0$) by setting a non-zero positive constraint ($C\ge 0$) on the KL term ($|D_{KL}ig (q_\phi ({z}|{x}) || p({z})ig )-C|$).
Question: Why does proposed term help to avoid posterior collapse?
[EX A]: by setting a non-zero positive constraint ($C\ge 0$) on the KL term ($|D_{KL}ig (q_\phi ({z}|{x}) || p({z})ig )-C|$)

[EX Q]: Hot spots were originally annotated with 8 levels and degrees, ranging from 'not hot' to 'luke warm' to 'hot +'. Every utterance was labeled with one of these discrete labels by a single annotator. Hightened involvement is rare, being marked on only 1% of utterances.
Question: What annotations are available in ICSI meeting corpus?
[EX A]:
8 levels and degrees, ranging from 'not hot' to 'luke warm' to 'hot +'. Every utterance was labeled with one of these discrete labels by a single annotator