instruction:
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.
question:
We consider QA PGNet and Multi-decoder QA PGNet with lookup table embedding as baseline models and improve on the baselines with other variations described below.
Question: What is the baseline?
answer:
QA PGNet Multi-decoder QA PGNet with lookup table embedding

question:
We evaluate the proposed models on three conversationet dataset such as MojiTalk BIBREF16, PersonaChat BIBREF11, Empathetic-Dialogues BIBREF26.
Question: What three conversational datasets are used for evaluation?
answer:
MojiTalk PersonaChat Empathetic-Dialogues

question:
The UNGA speeches dataset, compiled by Baturo et al. UNGAspeeches, contains the text from 7,507 speeches given between 1970-2015 inclusive.
Question: how many speeches are in the dataset?
answer:
7,507