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 Input:
In addition, we note that our approach can still lead to erroneous facts or even hallucinations. An interesting perspective might be to further constrain the model on the data structure in order to prevent inaccurate of even contradictory descriptions. 
 Question: What future possible improvements are listed?

Ex Output:
rther constrain the model on the data structure in order to prevent inaccurate of even contradictory descriptions


Ex Input:
The experiment settings from this paper and evaluation protocol for the Mboshi corpus (Boundary F-scores using the ZRC speech reference) are the same from BIBREF8. Table presents the results for bilingual UWS and multilingual leveraging.  
 Question: Does the paper report the accuracy of the model?

Ex Output:
No


Ex Input:
We constructed the ensembled predictions by choosing the answer from the network that had the highest probability and choosing no answer if any of the networks predicted no answer. 
 Question: What ensemble methods are used for best model?

Ex Output:

choosing the answer from the network that had the highest probability and choosing no answer if any of the networks predicted no answer