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SemEval2015Task12

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Added trial data

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Files changed (3) hide show
  1. SemEval2015Task12.py +12 -2
  2. absa-2015_laptops_trial.xml +334 -0
  3. absa-2015_restaurants_trial.xml +328 -0
SemEval2015Task12.py CHANGED
@@ -55,9 +55,11 @@ _LICENSE = ""
55
  # The HuggingFace Datasets library doesn't host the datasets but only points to the original files.
56
  # This can be an arbitrary nested dict/list of URLs (see below in `_split_generators` method)
57
  _URLS = {
58
- "restaurants": {"train": "ABSA15_RestaurantsTrain/ABSA-15_Restaurants_Train_Final.xml",
 
59
  "test": "ABSA15_Restaurants_Test.xml"},
60
- "laptops": {"train": "ABSA15_LaptopsTrain/ABSA-15_Laptops_Train_Data.xml",
 
61
  "test": "ABSA15_Laptops_Test.xml"},
62
  "hotels": {"test": "ABSA15_Hotels_Test.xml"},
63
  }
@@ -205,6 +207,14 @@ class SemEval2015Task12(datasets.GeneratorBasedBuilder):
205
  data_dir = dl_manager.download_and_extract(urls)
206
  if self.config.name in ["restaurants", "laptops"]:
207
  return [
 
 
 
 
 
 
 
 
208
  datasets.SplitGenerator(
209
  name=datasets.Split.TRAIN,
210
  # These kwargs will be passed to _generate_examples
 
55
  # The HuggingFace Datasets library doesn't host the datasets but only points to the original files.
56
  # This can be an arbitrary nested dict/list of URLs (see below in `_split_generators` method)
57
  _URLS = {
58
+ "restaurants": {"trial": "absa-2015_restaurants_trial.xml",
59
+ "train": "ABSA15_RestaurantsTrain/ABSA-15_Restaurants_Train_Final.xml",
60
  "test": "ABSA15_Restaurants_Test.xml"},
61
+ "laptops": {"trial": "absa-2015_laptops_trial.xml",
62
+ "train": "ABSA15_LaptopsTrain/ABSA-15_Laptops_Train_Data.xml",
63
  "test": "ABSA15_Laptops_Test.xml"},
64
  "hotels": {"test": "ABSA15_Hotels_Test.xml"},
65
  }
 
207
  data_dir = dl_manager.download_and_extract(urls)
208
  if self.config.name in ["restaurants", "laptops"]:
209
  return [
210
+ datasets.SplitGenerator(
211
+ name=datasets.Split("trial"),
212
+ # These kwargs will be passed to _generate_examples
213
+ gen_kwargs={
214
+ "filepath": data_dir['trial'],
215
+ "split": "trial",
216
+ },
217
+ ),
218
  datasets.SplitGenerator(
219
  name=datasets.Split.TRAIN,
220
  # These kwargs will be passed to _generate_examples
absa-2015_laptops_trial.xml ADDED
@@ -0,0 +1,334 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ <?xml version="1.0" encoding="UTF-8" standalone="yes"?>
2
+ <Reviews>
3
+ <Review rid="79">
4
+ <sentences>
5
+ <sentence id="79:0">
6
+ <text>Being a PC user my whole life....</text>
7
+ </sentence>
8
+ <sentence id="79:1">
9
+ <text>This computer is absolutely AMAZING!!!</text>
10
+ <Opinions>
11
+ <Opinion category="LAPTOP#GENERAL" polarity="positive"/>
12
+ </Opinions>
13
+ </sentence>
14
+ <sentence id="79:2">
15
+ <text>10 plus hours of battery...</text>
16
+ <Opinions>
17
+ <Opinion category="BATTERY#OPERATION_PERFORMANCE" polarity="positive"/>
18
+ </Opinions>
19
+ </sentence>
20
+ <sentence id="79:3">
21
+ <text>super fast processor and really nice graphics card..</text>
22
+ <Opinions>
23
+ <Opinion category="CPU#OPERATION_PERFORMANCE" polarity="positive"/>
24
+ <Opinion category="GRAPHICS#GENERAL" polarity="positive"/>
25
+ </Opinions>
26
+ </sentence>
27
+ <sentence id="79:4">
28
+ <text>and plenty of storage with 250 gb(though I will upgrade this and the ram..)</text>
29
+ <Opinions>
30
+ <Opinion category="HARD_DISC#DESIGN_FEATURES" polarity="positive"/>
31
+ </Opinions>
32
+ </sentence>
33
+ <sentence id="79:5">
34
+ <text>This computer is really fast and I'm shocked as to how easy it is to get used to...</text>
35
+ <Opinions>
36
+ <Opinion category="LAPTOP#OPERATION_PERFORMANCE" polarity="positive"/>
37
+ <Opinion category="LAPTOP#USABILITY" polarity="positive"/>
38
+ </Opinions>
39
+ </sentence>
40
+ <sentence id="79:6">
41
+ <text>I've only had mine a day but I'm already used to it...</text>
42
+ <Opinions>
43
+ <Opinion category="LAPTOP#USABILITY" polarity="positive"/>
44
+ </Opinions>
45
+ </sentence>
46
+ <sentence id="79:7" OutOfScope="TRUE">
47
+ <text>MACS ARE AMAZING!!!</text>
48
+ </sentence>
49
+ <sentence id="79:8">
50
+ <text>GET THIS COMPUTER FOR PORTABILITY AND FAST PROCESSING!!!</text>
51
+ <Opinions>
52
+ <Opinion category="LAPTOP#PORTABILITY" polarity="positive"/>
53
+ <Opinion category="CPU#OPERATION_PERFORMANCE" polarity="positive"/>
54
+ </Opinions>
55
+ </sentence>
56
+ </sentences>
57
+ </Review>
58
+ <Review rid="237">
59
+ <sentences>
60
+ <sentence id="237:0">
61
+ <text>It's fast and has excellent battery life.</text>
62
+ <Opinions>
63
+ <Opinion category="LAPTOP#OPERATION_PERFORMANCE" polarity="positive"/>
64
+ <Opinion category="BATTERY#OPERATION_PERFORMANCE" polarity="positive"/>
65
+ </Opinions>
66
+ </sentence>
67
+ <sentence id="237:1">
68
+ <text>The screen shows great colors.</text>
69
+ <Opinions>
70
+ <Opinion category="DISPLAY#QUALITY" polarity="positive"/>
71
+ </Opinions>
72
+ </sentence>
73
+ </sentences>
74
+ </Review>
75
+ <Review rid="175">
76
+ <sentences>
77
+ <sentence id="175:0">
78
+ <text>From the moment I opened the box to the present it has been a great joy.</text>
79
+ <Opinions>
80
+ <Opinion category="LAPTOP#GENERAL" polarity="positive"/>
81
+ </Opinions>
82
+ </sentence>
83
+ <sentence id="175:1">
84
+ <text>It is always reliable, never bugged and responds well.</text>
85
+ <Opinions>
86
+ <Opinion category="LAPTOP#QUALITY" polarity="positive"/>
87
+ <Opinion category="LAPTOP#OPERATION_PERFORMANCE" polarity="positive"/>
88
+ </Opinions>
89
+ </sentence>
90
+ <sentence id="175:2">
91
+ <text>I love the operating system and the preloaded software.</text>
92
+ <Opinions>
93
+ <Opinion category="OS#GENERAL" polarity="positive"/>
94
+ <Opinion category="SOFTWARE#GENERAL" polarity="positive"/>
95
+ </Opinions>
96
+ </sentence>
97
+ </sentences>
98
+ </Review>
99
+ <Review rid="302">
100
+ <sentences>
101
+ <sentence id="302:0" OutOfScope="TRUE">
102
+ <text>Well, I have to say since I bought my Mac, I won't ever go back to any Windows.</text>
103
+ </sentence>
104
+ <sentence id="302:1">
105
+ <text>It's solid.</text>
106
+ <Opinions>
107
+ <Opinion category="LAPTOP#QUALITY" polarity="positive"/>
108
+ </Opinions>
109
+ </sentence>
110
+ <sentence id="302:2">
111
+ <text>Love the stability of the Mac software and operating system.</text>
112
+ <Opinions>
113
+ <Opinion category="SOFTWARE#OPERATION_PERFORMANCE" polarity="positive"/>
114
+ <Opinion category="OS#OPERATION_PERFORMANCE" polarity="positive"/>
115
+ </Opinions>
116
+ </sentence>
117
+ <sentence id="302:3">
118
+ <text>The only downfall is a lot of the software I have won't work with Mac and iWork is not worth the price of it.</text>
119
+ <Opinions>
120
+ <Opinion category="SOFTWARE#USABILITY" polarity="negative"/>
121
+ <Opinion category="SOFTWARE#GENERAL" polarity="negative"/>
122
+ <Opinion category="SOFTWARE#PRICE" polarity="negative"/>
123
+ </Opinions>
124
+ </sentence>
125
+ <sentence id="302:4">
126
+ <text>It seems to be incompatible with everything else.</text>
127
+ <Opinions>
128
+ <Opinion category="SOFTWARE#USABILITY" polarity="negative"/>
129
+ </Opinions>
130
+ </sentence>
131
+ <sentence id="302:5">
132
+ <text>But the machine is awesome and iLife is great and I love Snow Leopard X.</text>
133
+ <Opinions>
134
+ <Opinion category="LAPTOP#GENERAL" polarity="positive"/>
135
+ <Opinion category="SOFTWARE#GENERAL" polarity="positive"/>
136
+ <Opinion category="OS#GENERAL" polarity="positive"/>
137
+ </Opinions>
138
+ </sentence>
139
+ </sentences>
140
+ </Review>
141
+ <Review rid="127">
142
+ <sentences>
143
+ <sentence id="127:0">
144
+ <text>Ever since I bought this laptop, so far I've experience nothing but constant break downs of the laptop and bad customer services I received over the phone with toshiba customer services hotlines.</text>
145
+ <Opinions>
146
+ <Opinion category="LAPTOP#QUALITY" polarity="negative"/>
147
+ <Opinion category="SUPPORT#QUALITY" polarity="negative"/>
148
+ </Opinions>
149
+ </sentence>
150
+ <sentence id="127:1">
151
+ <text>I constantly had to send my laptop in for services every 3 months and it always seems to be the same problem that they said they had already fixed.</text>
152
+ <Opinions>
153
+ <Opinion category="LAPTOP#QUALITY" polarity="negative"/>
154
+ <Opinion category="SUPPORT#QUALITY" polarity="negative"/>
155
+ </Opinions>
156
+ </sentence>
157
+ <sentence id="127:2">
158
+ <text>Toshiba customer services will indirectly deal with your problems by constantly tranferring you from one country to another, and I am not kidding you, I called different hours of the day and you'll get someone else from another country trying to get you to tell them your life story all over again, since they make it sound like they don't have your history list of your calls right in front of them.</text>
159
+ <Opinions>
160
+ <Opinion category="SUPPORT#QUALITY" polarity="negative"/>
161
+ </Opinions>
162
+ </sentence>
163
+ <sentence id="127:3">
164
+ <text>It's a long and tirring process that after a while it seems like their game plan was to wear you out so you would want to give up on contacting them.</text>
165
+ <Opinions>
166
+ <Opinion category="SUPPORT#QUALITY" polarity="negative"/>
167
+ </Opinions>
168
+ </sentence>
169
+ <sentence id="127:4">
170
+ <text>And at one point, they blame me for installing a bad memory stick when I upgrade my memory for the first time during my purchase of the laptop (I bought the memory stick they recomended).</text>
171
+ <Opinions>
172
+ <Opinion category="SUPPORT#QUALITY" polarity="negative"/>
173
+ </Opinions>
174
+ </sentence>
175
+ <sentence id="127:5">
176
+ <text>Long story short, since I experience so many problems with my laptop every since I bought it from day one, I didn't ask for a new laptop or a refund of what I pay for a crapy laptop, but just an extension of my laptop warranty for another year, they made a big deal of out that and after so many calls and complaints about their products and services, they finally gave in.</text>
177
+ <Opinions>
178
+ <Opinion category="LAPTOP#QUALITY" polarity="negative"/>
179
+ <Opinion category="SUPPORT#QUALITY" polarity="negative"/>
180
+ </Opinions>
181
+ </sentence>
182
+ <sentence id="127:6">
183
+ <text>Was this product worth my time and money to ever want to purchase another products that is toshiba or relating to toshiba?</text>
184
+ <Opinions>
185
+ <Opinion category="LAPTOP#GENERAL" polarity="negative"/>
186
+ <Opinion category="COMPANY#GENERAL" polarity="negative"/>
187
+ </Opinions>
188
+ </sentence>
189
+ <sentence id="127:7">
190
+ <text>Probably not ever again.</text>
191
+ </sentence>
192
+ <sentence id="127:8">
193
+ <text>I'll rather be out of date then spend more money on toshiba.</text>
194
+ <Opinions>
195
+ <Opinion category="COMPANY#GENERAL" polarity="negative"/>
196
+ </Opinions>
197
+ </sentence>
198
+ <sentence id="127:9">
199
+ <text>Remember to do your research first before consider buying a toshiba product.</text>
200
+ <Opinions>
201
+ <Opinion category="COMPANY#GENERAL" polarity="negative"/>
202
+ </Opinions>
203
+ </sentence>
204
+ </sentences>
205
+ </Review>
206
+ <Review rid="160">
207
+ <sentences>
208
+ <sentence id="160:0">
209
+ <text>Purchased as a gift for a friend.</text>
210
+ </sentence>
211
+ <sentence id="160:1">
212
+ <text>The service I received from Toshiba went above and beyond the call of duty.</text>
213
+ <Opinions>
214
+ <Opinion category="SUPPORT#QUALITY" polarity="positive"/>
215
+ </Opinions>
216
+ </sentence>
217
+ <sentence id="160:2">
218
+ <text>My friend reports the notebook is astonishing in performance, picture quality, and ease of use.</text>
219
+ <Opinions>
220
+ <Opinion category="LAPTOP#OPERATION_PERFORMANCE" polarity="positive"/>
221
+ <Opinion category="DISPLAY#QUALITY" polarity="positive"/>
222
+ <Opinion category="LAPTOP#USABILITY" polarity="positive"/>
223
+ </Opinions>
224
+ </sentence>
225
+ <sentence id="160:3">
226
+ <text>It is extremely portable and easily connects to WIFI at the library and elsewhere.</text>
227
+ <Opinions>
228
+ <Opinion category="LAPTOP#PORTABILITY" polarity="positive"/>
229
+ <Opinion category="LAPTOP#CONNECTIVITY" polarity="positive"/>
230
+ </Opinions>
231
+ </sentence>
232
+ <sentence id="160:4">
233
+ <text>Just what the doctor ordered.</text>
234
+ <Opinions>
235
+ <Opinion category="LAPTOP#GENERAL" polarity="positive"/>
236
+ </Opinions>
237
+ </sentence>
238
+ </sentences>
239
+ </Review>
240
+ <Review rid="315">
241
+ <sentences>
242
+ <sentence id="315:0">
243
+ <text>the key bindings take a little getting used to, but have loved the Macbook Pro.</text>
244
+ <Opinions>
245
+ <Opinion category="KEYBOARD#USABILITY" polarity="neutral"/>
246
+ <Opinion category="LAPTOP#GENERAL" polarity="positive"/>
247
+ </Opinions>
248
+ </sentence>
249
+ <sentence id="315:1">
250
+ <text>Delivery was early too.</text>
251
+ <Opinions>
252
+ <Opinion category="SHIPPING#QUALITY" polarity="positive"/>
253
+ </Opinions>
254
+ </sentence>
255
+ </sentences>
256
+ </Review>
257
+ <Review rid="348">
258
+ <sentences>
259
+ <sentence id="348:0">
260
+ <text>Most everything is fine with this machine: speed, capacity, build.</text>
261
+ <Opinions>
262
+ <Opinion category="LAPTOP#GENERAL" polarity="positive"/>
263
+ <Opinion category="LAPTOP#OPERATION_PERFORMANCE" polarity="positive"/>
264
+ <Opinion category="HARD_DISC#DESIGN_FEATURES" polarity="positive"/>
265
+ <Opinion category="LAPTOP#QUALITY" polarity="positive"/>
266
+ </Opinions>
267
+ </sentence>
268
+ <sentence id="348:1">
269
+ <text>The only thing I don't understand is that the resolution of the screen isn't high enough for some pages, such as Yahoo!Mail.</text>
270
+ <Opinions>
271
+ <Opinion category="DISPLAY#QUALITY" polarity="negative"/>
272
+ </Opinions>
273
+ </sentence>
274
+ <sentence id="348:2">
275
+ <text>Yes, I have it on the highest available setting.</text>
276
+ </sentence>
277
+ </sentences>
278
+ </Review>
279
+ <Review rid="339">
280
+ <sentences>
281
+ <sentence id="339:0">
282
+ <text>Plain and simple, it(laptop) runs great and loads fast.</text>
283
+ <Opinions>
284
+ <Opinion category="LAPTOP#OPERATION_PERFORMANCE" polarity="positive"/>
285
+ </Opinions>
286
+ </sentence>
287
+ <sentence id="339:1">
288
+ <text>Easy to carry, can be taken anywhere, can be hooked up to printers,headsets.</text>
289
+ <Opinions>
290
+ <Opinion category="LAPTOP#PORTABILITY" polarity="positive"/>
291
+ <Opinion category="LAPTOP#CONNECTIVITY" polarity="positive"/>
292
+ </Opinions>
293
+ </sentence>
294
+ <sentence id="339:2" OutOfScope="TRUE">
295
+ <text>Love that it doesn't take up space like a regular computer.</text>
296
+ </sentence>
297
+ </sentences>
298
+ </Review>
299
+ <Review rid="16">
300
+ <sentences>
301
+ <sentence id="16:0">
302
+ <text>This computer gets very hot, before shutting down.</text>
303
+ <Opinions>
304
+ <Opinion category="LAPTOP#QUALITY" polarity="negative"/>
305
+ </Opinions>
306
+ </sentence>
307
+ <sentence id="16:1">
308
+ <text>It is not ideal for children because of the temp.</text>
309
+ <Opinions>
310
+ <Opinion category="LAPTOP#QUALITY" polarity="negative"/>
311
+ <Opinion category="LAPTOP#MISCELLANEOUS" polarity="negative"/>
312
+ </Opinions>
313
+ </sentence>
314
+ <sentence id="16:2">
315
+ <text>I Contacted HP  about this situation and was given excuses, without results.</text>
316
+ <Opinions>
317
+ <Opinion category="SUPPORT#QUALITY" polarity="negative"/>
318
+ </Opinions>
319
+ </sentence>
320
+ <sentence id="16:3">
321
+ <text>They didn't even try to assist me or even offer a replacement.</text>
322
+ <Opinions>
323
+ <Opinion category="SUPPORT#QUALITY" polarity="negative"/>
324
+ </Opinions>
325
+ </sentence>
326
+ <sentence id="16:4">
327
+ <text>I will never purchase a HP again ever.</text>
328
+ <Opinions>
329
+ <Opinion category="COMPANY#GENERAL" polarity="negative"/>
330
+ </Opinions>
331
+ </sentence>
332
+ </sentences>
333
+ </Review>
334
+ </Reviews>
absa-2015_restaurants_trial.xml ADDED
@@ -0,0 +1,328 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ <?xml version="1.0" encoding="UTF-8" standalone="yes"?>
2
+ <Reviews>
3
+ <Review rid="1004293">
4
+ <sentences>
5
+ <sentence id="1004293:0">
6
+ <text>Judging from previous posts this used to be a good place, but not any longer.</text>
7
+ <Opinions>
8
+ <Opinion target="place" category="RESTAURANT#GENERAL" polarity="negative" from="51" to="56"/>
9
+ </Opinions>
10
+ </sentence>
11
+ <sentence id="1004293:1">
12
+ <text>We, there were four of us, arrived at noon - the place was empty - and the staff acted like we were imposing on them and they were very rude.</text>
13
+ <Opinions>
14
+ <Opinion target="staff" category="SERVICE#GENERAL" polarity="negative" from="75" to="80"/>
15
+ </Opinions>
16
+ </sentence>
17
+ <sentence id="1004293:2">
18
+ <text>They never brought us complimentary noodles, ignored repeated requests for sugar, and threw our dishes on the table.</text>
19
+ <Opinions>
20
+ <Opinion target="NULL" category="SERVICE#GENERAL" polarity="negative" from="0" to="0"/>
21
+ </Opinions>
22
+ </sentence>
23
+ <sentence id="1004293:3">
24
+ <text>The food was lousy - too sweet or too salty and the portions tiny.</text>
25
+ <Opinions>
26
+ <Opinion target="food" category="FOOD#QUALITY" polarity="negative" from="4" to="8"/>
27
+ <Opinion target="portions" category="FOOD#STYLE_OPTIONS" polarity="negative" from="52" to="60"/>
28
+ </Opinions>
29
+ </sentence>
30
+ <sentence id="1004293:4">
31
+ <text>After all that, they complained to me about the small tip.</text>
32
+ <Opinions>
33
+ <Opinion target="NULL" category="SERVICE#GENERAL" polarity="negative" from="0" to="0"/>
34
+ </Opinions>
35
+ </sentence>
36
+ <sentence id="1004293:5">
37
+ <text>Avoid this place!</text>
38
+ <Opinions>
39
+ <Opinion target="place" category="RESTAURANT#GENERAL" polarity="negative" from="11" to="16"/>
40
+ </Opinions>
41
+ </sentence>
42
+ </sentences>
43
+ </Review>
44
+ <Review rid="1032695">
45
+ <sentences>
46
+ <sentence id="1032695:0">
47
+ <text>Every time in New York I make it a point to visit Restaurant Saul on Smith Street.</text>
48
+ <Opinions>
49
+ <Opinion target="Restaurant Saul" category="RESTAURANT#GENERAL" polarity="positive" from="50" to="65"/>
50
+ </Opinions>
51
+ </sentence>
52
+ <sentence id="1032695:1">
53
+ <text>Everything is always cooked to perfection, the service is excellent, the decor cool and understated.</text>
54
+ <Opinions>
55
+ <Opinion target="NULL" category="FOOD#QUALITY" polarity="positive" from="0" to="0"/>
56
+ <Opinion target="service" category="SERVICE#GENERAL" polarity="positive" from="47" to="54"/>
57
+ <Opinion target="decor" category="AMBIENCE#GENERAL" polarity="positive" from="73" to="78"/>
58
+ </Opinions>
59
+ </sentence>
60
+ <sentence id="1032695:2">
61
+ <text>I had the duck breast special on my last visit and it was incredible.</text>
62
+ <Opinions>
63
+ <Opinion target="duck breast special" category="FOOD#QUALITY" polarity="positive" from="10" to="29"/>
64
+ </Opinions>
65
+ </sentence>
66
+ <sentence id="1032695:3">
67
+ <text>Can't wait wait for my next visit.</text>
68
+ <Opinions>
69
+ <Opinion target="NULL" category="RESTAURANT#GENERAL" polarity="positive" from="0" to="0"/>
70
+ </Opinions>
71
+ </sentence>
72
+ </sentences>
73
+ </Review>
74
+ <Review rid="1053543">
75
+ <sentences>
76
+ <sentence id="1053543:0">
77
+ <text>We ate outside at Haru's Sake bar because Haru's restaurant next door was overflowing.</text>
78
+ </sentence>
79
+ <sentence id="1053543:1">
80
+ <text>What's the difference between the two?</text>
81
+ </sentence>
82
+ <sentence id="1053543:2">
83
+ <text>Their sake list was extensive, but we were looking for Purple Haze, which wasn't listed but made for us upon request!</text>
84
+ <Opinions>
85
+ <Opinion target="sake list" category="DRINKS#STYLE_OPTIONS" polarity="positive" from="6" to="15"/>
86
+ <Opinion target="NULL" category="SERVICE#GENERAL" polarity="positive" from="0" to="0"/>
87
+ </Opinions>
88
+ </sentence>
89
+ <sentence id="1053543:3">
90
+ <text>The spicy tuna roll was unusually good and the rock shrimp tempura was awesome, great appetizer to share!</text>
91
+ <Opinions>
92
+ <Opinion target="spicy tuna roll" category="FOOD#QUALITY" polarity="positive" from="4" to="19"/>
93
+ <Opinion target="rock shrimp tempura" category="FOOD#QUALITY" polarity="positive" from="47" to="66"/>
94
+ </Opinions>
95
+ </sentence>
96
+ <sentence id="1053543:4">
97
+ <text>We went around 9:30 on a Friday and it had died down a bit by then so the service was great!</text>
98
+ <Opinions>
99
+ <Opinion target="service" category="SERVICE#GENERAL" polarity="positive" from="74" to="81"/>
100
+ </Opinions>
101
+ </sentence>
102
+ </sentences>
103
+ </Review>
104
+ <Review rid="1055910">
105
+ <sentences>
106
+ <sentence id="1055910:0">
107
+ <text>we love th pink pony.</text>
108
+ <Opinions>
109
+ <Opinion target="pink pony" category="RESTAURANT#GENERAL" polarity="positive" from="11" to="20"/>
110
+ </Opinions>
111
+ </sentence>
112
+ <sentence id="1055910:1">
113
+ <text>THe perfect spot.</text>
114
+ <Opinions>
115
+ <Opinion target="spot" category="RESTAURANT#GENERAL" polarity="positive" from="12" to="16"/>
116
+ </Opinions>
117
+ </sentence>
118
+ <sentence id="1055910:2">
119
+ <text>Food-awesome.</text>
120
+ <Opinions>
121
+ <Opinion target="Food" category="FOOD#QUALITY" polarity="positive" from="0" to="4"/>
122
+ </Opinions>
123
+ </sentence>
124
+ <sentence id="1055910:3">
125
+ <text>Service- friendly and attentive.</text>
126
+ <Opinions>
127
+ <Opinion target="Service" category="SERVICE#GENERAL" polarity="positive" from="0" to="7"/>
128
+ </Opinions>
129
+ </sentence>
130
+ <sentence id="1055910:4">
131
+ <text>Ambiance- relaxed and stylish.</text>
132
+ <Opinions>
133
+ <Opinion target="Ambiance" category="AMBIENCE#GENERAL" polarity="positive" from="0" to="8"/>
134
+ </Opinions>
135
+ </sentence>
136
+ <sentence id="1055910:5">
137
+ <text>Don't judge this place prima facie, you have to try it to believe it, a home away from home for the literate heart.</text>
138
+ <Opinions>
139
+ <Opinion target="place" category="RESTAURANT#GENERAL" polarity="positive" from="17" to="22"/>
140
+ </Opinions>
141
+ </sentence>
142
+ </sentences>
143
+ </Review>
144
+ <Review rid="1062641">
145
+ <sentences>
146
+ <sentence id="1062641:0">
147
+ <text>This place has got to be the best japanese restaurant in the new york area.</text>
148
+ <Opinions>
149
+ <Opinion target="place" category="RESTAURANT#GENERAL" polarity="positive" from="5" to="10"/>
150
+ </Opinions>
151
+ </sentence>
152
+ <sentence id="1062641:1">
153
+ <text>I had a great experience.</text>
154
+ <Opinions>
155
+ <Opinion target="NULL" category="RESTAURANT#GENERAL" polarity="positive" from="0" to="0"/>
156
+ </Opinions>
157
+ </sentence>
158
+ <sentence id="1062641:2">
159
+ <text>Food is great.</text>
160
+ <Opinions>
161
+ <Opinion target="Food" category="FOOD#QUALITY" polarity="positive" from="0" to="4"/>
162
+ </Opinions>
163
+ </sentence>
164
+ <sentence id="1062641:3">
165
+ <text>Service is top notch.</text>
166
+ <Opinions>
167
+ <Opinion target="Service" category="SERVICE#GENERAL" polarity="positive" from="0" to="7"/>
168
+ </Opinions>
169
+ </sentence>
170
+ <sentence id="1062641:4">
171
+ <text>I have been going back again and again.</text>
172
+ <Opinions>
173
+ <Opinion target="NULL" category="RESTAURANT#GENERAL" polarity="positive" from="0" to="0"/>
174
+ </Opinions>
175
+ </sentence>
176
+ </sentences>
177
+ </Review>
178
+ <Review rid="1090587">
179
+ <sentences>
180
+ <sentence id="1090587:0">
181
+ <text>Just went here for my girlfriends 23rd bday.</text>
182
+ </sentence>
183
+ <sentence id="1090587:1">
184
+ <text>If you've ever been along the river in Weehawken you have an idea of the top of view the chart house has to offer.</text>
185
+ <Opinions>
186
+ <Opinion target="view" category="LOCATION#GENERAL" polarity="positive" from="80" to="84"/>
187
+ </Opinions>
188
+ </sentence>
189
+ <sentence id="1090587:2">
190
+ <text>Add to that great service and great food at a reasonable price and you have yourself the beginning of a great evening.</text>
191
+ <Opinions>
192
+ <Opinion target="service" category="SERVICE#GENERAL" polarity="positive" from="18" to="25"/>
193
+ <Opinion target="food" category="FOOD#QUALITY" polarity="positive" from="36" to="40"/>
194
+ <Opinion target="food" category="FOOD#PRICES" polarity="positive" from="36" to="40"/>
195
+ </Opinions>
196
+ </sentence>
197
+ <sentence id="1090587:3">
198
+ <text>The lava cake dessert was incredible and I recommend it.</text>
199
+ <Opinions>
200
+ <Opinion target="lava cake dessert" category="FOOD#QUALITY" polarity="positive" from="4" to="21"/>
201
+ </Opinions>
202
+ </sentence>
203
+ </sentences>
204
+ </Review>
205
+ <Review rid="1118167">
206
+ <sentences>
207
+ <sentence id="1118167:0">
208
+ <text>I have never eaten in the restaurant, however, upon reading the reviews I got take out last week.</text>
209
+ </sentence>
210
+ <sentence id="1118167:1">
211
+ <text>IT WAS HORRIBLE.</text>
212
+ <Opinions>
213
+ <Opinion target="NULL" category="RESTAURANT#GENERAL" polarity="negative" from="0" to="0"/>
214
+ </Opinions>
215
+ </sentence>
216
+ <sentence id="1118167:2">
217
+ <text>The pizza was delivered cold and the cheese wasn't even fully melted!</text>
218
+ <Opinions>
219
+ <Opinion target="pizza" category="FOOD#QUALITY" polarity="negative" from="4" to="9"/>
220
+ <Opinion target="cheese" category="FOOD#QUALITY" polarity="negative" from="37" to="43"/>
221
+ </Opinions>
222
+ </sentence>
223
+ <sentence id="1118167:3">
224
+ <text>It looked like shredded cheese partly done - still in strips.</text>
225
+ <Opinions>
226
+ <Opinion target="NULL" category="FOOD#QUALITY" polarity="negative" from="0" to="0"/>
227
+ </Opinions>
228
+ </sentence>
229
+ <sentence id="1118167:4" OutOfScope="TRUE">
230
+ <text>I have eaten at many pizza places around NYC and this is hands down the worst.</text>
231
+ </sentence>
232
+ </sentences>
233
+ </Review>
234
+ <Review rid="1145510">
235
+ <sentences>
236
+ <sentence id="1145510:0">
237
+ <text>This is a fun restaurant to go to.</text>
238
+ <Opinions>
239
+ <Opinion target="restaurant" category="RESTAURANT#GENERAL" polarity="positive" from="14" to="24"/>
240
+ </Opinions>
241
+ </sentence>
242
+ <sentence id="1145510:1">
243
+ <text>The pizza is yummy and I like the atmoshpere.</text>
244
+ <Opinions>
245
+ <Opinion target="pizza" category="FOOD#QUALITY" polarity="positive" from="4" to="9"/>
246
+ <Opinion target="atmoshpere" category="AMBIENCE#GENERAL" polarity="positive" from="34" to="44"/>
247
+ </Opinions>
248
+ </sentence>
249
+ <sentence id="1145510:2">
250
+ <text>But the pizza is way to expensive.</text>
251
+ <Opinions>
252
+ <Opinion target="pizza" category="FOOD#PRICES" polarity="negative" from="8" to="13"/>
253
+ </Opinions>
254
+ </sentence>
255
+ <sentence id="1145510:3">
256
+ <text>A large is $20, and toppings are about $3 each.</text>
257
+ </sentence>
258
+ </sentences>
259
+ </Review>
260
+ <Review rid="1162037">
261
+ <sentences>
262
+ <sentence id="1162037:0">
263
+ <text>Planet Thailand has always been a hit with me , I go there usually for the sushi, which is great , the thai food is excellent too .</text>
264
+ <Opinions>
265
+ <Opinion target="sushi" category="FOOD#QUALITY" polarity="positive" from="75" to="80"/>
266
+ <Opinion target="thai food" category="FOOD#QUALITY" polarity="positive" from="103" to="112"/>
267
+ <Opinion target="Planet Thailand" category="RESTAURANT#GENERAL" polarity="positive" from="0" to="15"/>
268
+ </Opinions>
269
+ </sentence>
270
+ <sentence id="1162037:1">
271
+ <text>With the great variety on the menu , I eat here often and never get bored .</text>
272
+ <Opinions>
273
+ <Opinion target="menu" category="FOOD#STYLE_OPTIONS" polarity="positive" from="30" to="34"/>
274
+ </Opinions>
275
+ </sentence>
276
+ <sentence id="1162037:2">
277
+ <text>The atmosphere isn't the greatest , but I suppose that's how they keep the prices down .</text>
278
+ <Opinions>
279
+ <Opinion target="atmosphere" category="AMBIENCE#GENERAL" polarity="negative" from="4" to="14"/>
280
+ <Opinion target="NULL" category="RESTAURANT#PRICES" polarity="positive" from="0" to="0"/>
281
+ </Opinions>
282
+ </sentence>
283
+ <sentence id="1162037:3">
284
+ <text>It's all about the food !!</text>
285
+ <Opinions>
286
+ <Opinion target="food" category="FOOD#QUALITY" polarity="positive" from="19" to="23"/>
287
+ </Opinions>
288
+ </sentence>
289
+ </sentences>
290
+ </Review>
291
+ <Review rid="1212346">
292
+ <sentences>
293
+ <sentence id="1212346:0">
294
+ <text>Moules were excellent, lobster ravioli was VERY salty!</text>
295
+ <Opinions>
296
+ <Opinion target="Moules" category="FOOD#QUALITY" polarity="positive" from="0" to="6"/>
297
+ <Opinion target="lobster ravioli" category="FOOD#QUALITY" polarity="negative" from="23" to="38"/>
298
+ </Opinions>
299
+ </sentence>
300
+ <sentence id="1212346:1">
301
+ <text>Took my mom for Mother's Day, and the maitre d' was pretty rude.</text>
302
+ <Opinions>
303
+ <Opinion target="maitre d'" category="SERVICE#GENERAL" polarity="negative" from="38" to="47"/>
304
+ </Opinions>
305
+ </sentence>
306
+ <sentence id="1212346:2">
307
+ <text>Told us to sit anywhere, and when we sat he said the table was reserved.</text>
308
+ <Opinions>
309
+ <Opinion target="NULL" category="SERVICE#GENERAL" polarity="negative" from="0" to="0"/>
310
+ </Opinions>
311
+ </sentence>
312
+ <sentence id="1212346:3">
313
+ <text>Stepped on my foot on the SECOND time he reached over me to adjust lighting.</text>
314
+ <Opinions>
315
+ <Opinion target="NULL" category="SERVICE#GENERAL" polarity="negative" from="0" to="0"/>
316
+ </Opinions>
317
+ </sentence>
318
+ <sentence id="1212346:4">
319
+ <text>Tiny dessert was $8.00...just plain overpriced for what it is.</text>
320
+ <Opinions>
321
+ <Opinion target="dessert" category="FOOD#QUALITY" polarity="negative" from="5" to="12"/>
322
+ <Opinion target="dessert" category="FOOD#STYLE_OPTIONS" polarity="negative" from="5" to="12"/>
323
+ <Opinion target="dessert" category="FOOD#PRICES" polarity="negative" from="5" to="12"/>
324
+ </Opinions>
325
+ </sentence>
326
+ </sentences>
327
+ </Review>
328
+ </Reviews>