1. Typo list
2. Templates
3. Detailed Results
Typo | Replaced With |
" im "," i m ","I m " | " I'm " |
"Ill " | "I will " |
" cant "," cnt " | " can't " |
"doesnt" | "doesn't" |
"dont" | "don't" |
"isnt" | "isn't" |
"didnt" | "didn't" |
"couldnt" | "couldn't" |
"Cud " | "Could " |
"wasnt" | "wasn't" |
"wont" | "won't" |
"wouldnt" | "wouldn't" |
" ive " | " I have " |
"Ive " | "I have " |
" theres " | " there's " |
"awsome", "awsum","awsm " | "awesome" |
"Its " | "It's " |
" dis "," diz " | " this " |
"plzz","Plz ","plz","pls ","Pls","Pls " | "please" |
" U "," u " | " you " |
" ur " | " your " |
" b " | " be " |
" r " | " are " |
" nd "," n "," & " | " and " |
" bt " | " but " |
" nt " | " not " |
" coz "," cuz " | " because " |
"jus "," jst " | "just " |
"luv","Luv" | "love" |
"gud" | "good" |
"Gud" | "Good" |
" wel " | " well " |
"gr8","Gr8","Grt "," grt " | "great" |
"Gr\\." | "Great\\." |
"pics " | "pictures |
"pic " | "picture " |
" hav " | " have " |
" nic " | " nice " |
"nyc ","9ce" | "nice " |
"Nic " | "Nice " |
" agn " | " again " |
"thx","tks ","thanx" | "thanks" |
"Thx" | "Thanks" |
"thkq" | "thank you" |
" wel " | " well " |
"Xcellent" | "excellent" |
" vry " | " very " |
"Vry " | "Very " |
" fav "," favo " | " favorite " |
" soo " | " so " |
"sooo","soooo" | "so" |
" ap " | " app " |
" b4 " | " before " |
" ez " | " easy " |
" w8 " | " wait " |
"msg" | "message" |
"alot" | "a lot" |
" lota " | " lot of " |
" kinda " | " kind of " |
"omg" | "oh, my god" |
" gota " | " going to " |
Templates | Sample | Aspect Words | Opinion Words |
JJ[nsubj-NN,cop-VBZ] | nsubj-NN | JJ | |
JJ[nsubj-NN[nn-NN],cop-VBZ,neg-RB] | nn-NN + nsubj-NN | neg-RB + JJ | |
JJ[nsubj-NN[nn-NN],cop-VBZ,rcmod] | glad 'it has arabic support' | rcmod | JJ |
JJ[nsubj-NN[nn-NN],cop-VBZ,dep] | dep | JJ | |
JJ[nsubj-NN[nn-NN],cop-VBZ,npadvmod] | 'Prediction' better than.. | npadvmod | JJ |
JJ[nsubj(I),prep(with..),..] | I am frastrated with the.. | "I am" +JJ+ "with" | |
NN[amod-JJ] | beautiful UI | NN | amod - JJ |
VB(have)[nsubj-NN,nobj-NN] | nsubj-NN | have + nobj-NN | |
VB(is|are|seems..)[nsubj,obj] | The button is elegant. | subj | obj |
VB(is|are|seems..)[nsubj,prep-JJ] | The button is as good as.. | nsubj | prep |
VB(is|are|seems..)[nsubj,dep] | |||
VB(is|are|seems..)[nsubj,advmod] | nsubj | advmod | |
VB(like|enjoy..)[nsubj,nobj-NN] | I like the button. | nobj-NN | like|enjoy.. |
VB(like|enjoy..)[nsubj,acomp] | acomp | like|enjoy.. | |
VB(like|enjoy..)[nsubj,ccomps] | I don't like that there is a big screen | ||
VB[expl,nsubj] | nsubj | like|enjoy.. | |
VB[expl,nobj] | nobj | like|enjoy.. | |
VB(like|enjoy..)[xcomp] | don't like 'to..' | xcomp | like|enjoy.. |
VB(like|enjoy..)[prep] | prep | like|enjoy.. | |
VB[nsubj,nobj] | It drains my battery | nsubj | nobj |
VB[nsubj,advmod] | It predicts very well | nsubj | advmod |
VB[nsubj,acomp] | It works nearly perfect | nsubj | acomp |
VB[nsubj,xcomp] | nsubj | xcomp | |
NN(love|hate|enjoy..)[xcomp] | love 'the text to email' | xcomp | love|hate|enjoy.. |
NN(love|hate|enjoy..)[dep] | dep | love|hate|enjoy.. | |
NN[nsubj,cop] | the new button is a good update | nsubj | cop+NN |
Subject | Evaluation | Praise | Request | Bug | Other | |||||
P | R | P | R | P | R | P | R | P | R | |
Swiftkey | 0.75 | 0.70 | 0.86 | 0.88 | 0.82 | 0.73 | 0.76 | 0.46 | 0.81 | 0.90 |
0.79 | 0.65 | 0.92 | 0.93 | 0.78 | 0.37 | 0.89 | 0.68 | 0.85 | 0.94 | |
Camera360 | 0.78 | 0.67 | 0.93 | 0.97 | 0.79 | 0.30 | 0.89 | 0.70 | 0.82 | 0.88 |
Templerun2 | 0.78 | 0.75 | 0.83 | 0.86 | 0.84 | 0.54 | 0.88 | 0.78 | 0.73 | 0.82 |
GoogleMap | 0.77 | 0.70 | 0.87 | 0.90 | 0.76 | 0.51 | 0.80 | 0.73 | 0.80 | 0.87 |
KakaoTalk | 0.82 | 0.70 | 0.93 | 0.97 | 0.81 | 0.57 | 0.81 | 0.32 | 0.88 | 0.95 |
YahooWeather | 0.85 | 0.83 | 0.92 | 0.95 | 0.77 | 0.47 | 0.84 | 0.40 | 0.83 | 0.90 |
SpotifyMusic | 0.71 | 0.64 | 0.92 | 0.95 | 0.72 | 0.44 | 0.87 | 0.46 | 0.84 | 0.91 |
GoogleplayBooks | 0.66 | 0.53 | 0.90 | 0.93 | 0.77 | 0.68 | 0.70 | 0.54 | 0.82 | 0.90 |
Duolingo | 0.84 | 0.76 | 0.94 | 0.96 | 0.81 | 0.58 | 0.60 | 0.13 | 0.85 | 0.92 |
Text+ | 0.72 | 0.60 | 0.93 | 0.96 | 0.74 | 0.30 | 0.83 | 0.65 | 0.84 | 0.93 |
ESPN | 0.81 | 0.74 | 0.85 | 0.76 | 0.72 | 0.48 | 0.80 | 0.74 | 0.79 | 0.89 |
GoogleCalendar | 0.76 | 0.72 | 0.80 | 0.74 | 0.81 | 0.79 | 0.88 | 0.60 | 0.78 | 0.85 |
ChaseMobile | 0.82 | 0.70 | 0.94 | 0.92 | 0.62 | 0.41 | 0.69 | 0.49 | 0.80 | 0.90 |
Medscape | 0.85 | 0.83 | 0.94 | 0.95 | 0.75 | 0.55 | 0.93 | 0.59 | 0.85 | 0.91 |
Yelp | 0.80 | 0.75 | 0.93 | 0.90 | 0.80 | 0.28 | 0.94 | 0.45 | 0.87 | 0.94 |
IMDB | 0.76 | 0.66 | 0.88 | 0.92 | 0.70 | 0.52 | 0.78 | 0.58 | 0.80 | 0.89 |
Subject | Aspect | Opinion | Sentiment Postive | Sentiment Negative | ||||
P | R | P | R | P | R | P | R | |
Swiftkey | 0.86 | 0.88 | 0.84 | 0.89 | 0.97 | 0.79 | 0.59 | 0.87 |
0.86 | 0.81 | 0.85 | 0.81 | 0.94 | 0.65 | 0.85 | 0.81 | |
Camera360 | 0.86 | 0.88 | 0.86 | 0.87 | 1.0 | 0.80 | 0.41 | 0.75 |
Templerun2 | 0.95 | 0.95 | 0.93 | 0.93 | 0.96 | 0.87 | 0.75 | 0.84 |
GoogleMap | 0.89 | 0.83 | 0.87 | 0.81 | 0.87 | 0.89 | 0.97 | 0.81 |
KakaoTalk | 0.84 | 0.84 | 0.90 | 0.83 | 0.95 | 0.76 | 0.68 | 0.87 |
Yahooweather | 0.91 | 0.89 | 0.89 | 0.89 | 1.0 | 0.80 | 0.71 | 0.84 |
Spotifymusic | 0.83 | 0.86 | 0.85 | 0.87 | 0.95 | 0.74 | 0.64 | 0.60 |
Googleplaybooks | 0.82 | 0.86 | 0.85 | 0.87 | 0.93 | 0.73 | 0.86 | 0.78 |
Duolingo | 0.85 | 0.87 | 0.84 | 0.86 | 0.99 | 0.87 | 0.36 | 0.91 |
Text+ | 0.81 | 0.87 | 0.84 | 0.87 | 0.92 | 0.70 | 0.75 | 0.79 |
Espn | 0.78 | 0.81 | 0.77 | 0.80 | 0.83 | 0.59 | 0.84 | 0.82 |
GoogleCalendar | 0.75 | 0.84 | 0.79 | 0.85 | 0.90 | 0.69 | 0.87 | 0.83 |
ChaseMobile | 0.80 | 0.89 | 0.86 | 0.90 | 0.94 | 0.81 | 0.80 | 0.75 |
Medscape | 0.88 | 0.91 | 0.90 | 0.90 | 1.00 | 0.75 | 0.44 | 0.92 |
Yelp | 0.83 | 0.86 | 0.88 | 0.86 | 0.99 | 0.81 | 0.76 | 0.89 |
IMDB | 0.82 | 0.86 | 0.87 | 0.88 | 0.94 | 0.79 | 0.83 | 0.79 |