Research Article

A Bichannel Transformer with Context Encoding for Document-Driven Conversation Generation in Social Media

Table 7

Sample responses of multiple variants.

DocumentDialogueResponses

…the white house retaliates, and in short order the post and times appear together before the supreme court to plead their first amendment argument for the right to publish the material. meanwhile, newspapers across the country pick up the story in solidarity with the post and times. the court rules 6 3 in the newspapers’ favor, vindicating graham’s decision. nixon demands that the post should be barred from the white house. one year later, a security guard discovers a break-in in progress at the watergate complex …
the supreme court ruled 6-3 in favor of the news papers, which vindicated graham’s decision.
Now i really want to see it. it sounds really juicy, but it will be a little difficult because i feel like the situation will anger me.
Ground truth: but they won. nixon god mad and barred the post from the white house
BTMPE: OOV
-document: i think the post won the oscar for the OOV
-history: i like the OOV of the white house, but they
OOV the post to OOV the house.
-context encoder: i think that is a good way to end
the movie.
-utterance encoder: it sounds like a good movie to
Watch.
-bi_channel: and then the supreme court 6-3 in the
supreme court, the court rules.
+copy: i wonder if the post joined the times or not.

…bruce nolan (jim carrey) is a television field reporter for eyewitness news at wkbw-tv in buffalo, new york, but desires to be the news anchorman . he is in a relationship with his girlfriend grace connelly (jennifer aniston), but also has a mild crush on his co-worker, susan ortega (catherine bell) , who barely seems to notice him. bruce, however, suffers from constant bad luck and reaches breaking point when he is passed over for promotion by his rival, evan baxter (steve carell) …
it did not get a good rating on rotten tomatoes. i liked it though
that happens a lot with rotten tomato
who is in the movie?
Ground truth: jim carrey and jennifer aniston
BTMPE: it is a comedy film starring jim carrey and
jennifer aniston as the main character
-document: it’s got 92% on rotten tomatoes
-history: jim carrey plays bruce nolan.
-context encoder: the movie is about a man
named michael oher who is a stockbroker.
-utterance encoder: jim carrey plays the lead
-bi_channel: jim carrey is a funny actor.
+copy: jim carrey

…the duo tries to make it to the moving truck, but sid’s dog, scud, sees them, and gives chase. buzz gets left behind while saving woody from scud, and woody tries rescuing him with andy’s rc car, but the other toys, thinking woody eliminated rc as well, attack and toss him off the truck. having evaded scud, buzz and rc retrieve woody, and continue after the truck. upon seeing woody and buzz together on rc, the other toys realize their mistake, and …
so tell me the good things you heard about it
heard that it had a cute story line/plot and that there are three movies total, toy story 1, 2, and 3
wow
Ground truth: that’s about it
BTMPE: all around, it has a lot of great stories
-document: i’m
-history: yeah he did a great job.
-context encoder: OOV
-utterance encoder: do you know what kind of
movie it is?
-bi_channel: have a great day
+copy: i like the first pixar movies