WEBVTT 00:00.540 --> 00:01.380 All right, everyone. 00:01.440 --> 00:05.790 So let's continue our discussion on stemming and LMI digestion. 00:06.120 --> 00:08.760 So in the last video, we learn about those, Tammy. 00:09.240 --> 00:15.080 Now let's concentrate on our limitation so far limitations. 00:15.090 --> 00:20.610 And we are going to use this library and I hope kept here one sentence. 00:20.640 --> 00:26.640 And for this particular sentence, we are going to see what it's Lamoriello, you or I would say the 00:26.670 --> 00:29.390 base form value after the limitation. 00:30.030 --> 00:36.880 So here just importing spacy and importing our own small size Inglese quarterback market. 00:37.350 --> 00:38.380 So let me excuse me. 00:39.450 --> 00:45.390 And in the next cell, I just kept one sentence like those typing backs are hanging on that Freethought. 00:46.320 --> 00:48.170 So that is like document one. 00:49.080 --> 00:49.460 All right. 00:50.050 --> 00:55.920 So now let me look through every single Corkins available in this document so far. 00:57.470 --> 01:00.690 Goken in Dark One. 01:02.400 --> 01:04.620 Let me bring broken facts. 01:06.530 --> 01:09.690 And along with that, we are going to find its Lemel also. 01:09.930 --> 01:11.370 So in between. 01:11.550 --> 01:13.200 Let me keep some separate. 01:13.300 --> 01:14.620 Let's slash deep. 01:15.750 --> 01:19.780 And to get Delamar, we can use Pocan, not lemon discord. 01:20.130 --> 01:21.290 That will be one attribute. 01:22.170 --> 01:23.970 Lemme underscore. 01:24.690 --> 01:25.050 All right. 01:25.110 --> 01:26.760 So now let me execute it. 01:27.990 --> 01:34.640 All right, so now you can see the become this, the stripe becomes striped bass. 01:34.860 --> 01:35.460 We come back. 01:36.410 --> 01:36.940 We can be. 01:36.960 --> 01:43.920 So now you can imagine that if you just supply this art, who all at Portrush Tamla are a snowball? 01:43.970 --> 01:50.590 Stamler, there is no chance that you are going to land up in this me because basic object to behind 01:50.610 --> 01:56.400 this is just removing those suffix kind of were like playing to play. 01:56.820 --> 02:02.520 But it is not going to entirely change those particular words, which is a part of this next name. 02:03.000 --> 02:04.360 So hanging become hung. 02:04.510 --> 02:06.270 So that will be OK for stamping out. 02:06.280 --> 02:10.080 So feet become foot based become we want a good. 02:10.110 --> 02:11.250 So that's the best thing. 02:11.790 --> 02:12.990 It has introduced here. 02:13.350 --> 02:16.800 Now what will do the same thing. 02:16.890 --> 02:20.820 We are going to apply on our, let's say, snowball stemler. 02:21.500 --> 02:24.120 So to apply, you know, Snowball Stemler. 02:24.690 --> 02:27.430 Let me select this one and we'll see. 02:27.480 --> 02:31.630 That all the limitations, Isel and Snowball Stamatis. 02:32.610 --> 02:38.100 And instead of applying these words, we have to apply this particular sentence. 02:38.430 --> 02:40.970 Now, you just cannot apply such a kind of string. 02:41.460 --> 02:43.840 So you have to tokenized those words. 02:45.090 --> 02:48.120 So what we can do or tokenization, we can. 02:48.900 --> 02:49.440 Let me. 02:50.770 --> 02:51.690 Play some. 02:52.920 --> 02:53.120 Today. 02:53.880 --> 02:54.330 That's it. 02:55.090 --> 02:59.460 So let's say this thing, assman, and I'm just going to split it. 02:59.820 --> 03:02.100 So Esslin split. 03:03.100 --> 03:03.490 All right. 03:03.820 --> 03:06.700 And let just look through it and we'll get. 03:07.770 --> 03:09.260 The stamp was an off everything. 03:09.720 --> 03:11.930 So don't become dull in case of limitation. 03:11.960 --> 03:14.200 And a Stemmer boat stripe becomes stripe. 03:14.230 --> 03:14.690 That's OK. 03:15.240 --> 03:16.080 Max, come back. 03:16.500 --> 03:17.390 Ah, become me. 03:17.720 --> 03:21.860 So here in case all stemming to ah become hot. 03:21.890 --> 03:23.150 There is no change. 03:23.630 --> 03:24.710 So must become good. 03:24.920 --> 03:27.070 Whereas here the best become based on you. 03:27.380 --> 03:29.630 So that is the basic difference between this. 03:30.600 --> 03:32.610 Limitation and stemming. 03:33.820 --> 03:39.570 That in case of laminitis and you always get walkability versus whatever the word always exist. 03:40.190 --> 03:47.110 Lectionary order Englis walkability, whereas in case of there is no guarantee that you will get exactly 03:47.110 --> 03:50.780 the word Betis available in an extreme case of this stemming. 03:51.610 --> 03:55.690 So that is the fundamental difference between lamentation and stemming. 03:56.110 --> 04:00.760 And that's why this even Stacy has not implemented your understanding, because people will always go 04:00.760 --> 04:03.890 for this limitation on all. 04:04.030 --> 04:09.340 So that is what stemming and limit I just said is in the next video, we'll see some more and it'll 04:09.340 --> 04:10.220 be basic technique.