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Format: Layer, Start, End, Style, Name, MarginL, MarginR, MarginV, Effect, Text
Dialogue: 0,0:00:07.28,0:00:11.78,Default,,0000,0000,0000,,[inaudible] and I \Nhave an effort called WikiLoop,
Dialogue: 0,0:00:11.78,0:00:15.37,Default,,0000,0000,0000,,and this is what I'm going \Nto introduce to you about.
Dialogue: 0,0:00:15.73,0:00:22.60,Default,,0000,0000,0000,,We have presented WikiLoop, the idea, \Nto several Wikimedia related conferences.
Dialogue: 0,0:00:22.60,0:00:25.02,Default,,0000,0000,0000,,How many of you have heard \Nabout WikiLoop before?
Dialogue: 0,0:00:26.02,0:00:27.04,Default,,0000,0000,0000,,Thanks.
Dialogue: 0,0:00:27.04,0:00:31.01,Default,,0000,0000,0000,,And how many of you have interacted \Nwith the datasets and toolings
Dialogue: 0,0:00:31.01,0:00:32.66,Default,,0000,0000,0000,,that we provided before?
Dialogue: 0,0:00:33.31,0:00:36.87,Default,,0000,0000,0000,,Okay, fairly new. \NSo this will be mostly an introduction.
Dialogue: 0,0:00:36.87,0:00:42.01,Default,,0000,0000,0000,,So we would like to tell you \Nwhy we start this initiative
Dialogue: 0,0:00:42.01,0:00:44.15,Default,,0000,0000,0000,,and what it intends to do,
Dialogue: 0,0:00:44.15,0:00:48.80,Default,,0000,0000,0000,,and how you can get involved \Nor what it will go for.
Dialogue: 0,0:00:50.39,0:00:53.81,Default,,0000,0000,0000,,So, to begin with, \Nwe would like to give you an example.
Dialogue: 0,0:00:53.81,0:00:58.41,Default,,0000,0000,0000,,This is a vandalism \Nthat happened in Italian...
Dialogue: 0,0:01:00.62,0:01:03.62,Default,,0000,0000,0000,,that happened in Italy Wikipedia.
Dialogue: 0,0:01:04.14,0:01:06.94,Default,,0000,0000,0000,,I know that most people here \Nare interested in Wikidata.
Dialogue: 0,0:01:06.94,0:01:09.78,Default,,0000,0000,0000,,I will tell you why this is relevant too.
Dialogue: 0,0:01:10.14,0:01:11.88,Default,,0000,0000,0000,,So basically what we found is
Dialogue: 0,0:01:11.88,0:01:15.97,Default,,0000,0000,0000,,that someone vandalized \NWikipedia on Italian
Dialogue: 0,0:01:15.97,0:01:20.59,Default,,0000,0000,0000,,and says, "Bezos who cannot afford a car."
Dialogue: 0,0:01:20.81,0:01:22.67,Default,,0000,0000,0000,,And this is an interesting question,
Dialogue: 0,0:01:23.80,0:01:28.38,Default,,0000,0000,0000,,if you think about it,\Nthis is blatant obvious vandalism
Dialogue: 0,0:01:28.38,0:01:33.41,Default,,0000,0000,0000,,but when it comes to machines\Nand algorithms
Dialogue: 0,0:01:33.41,0:01:37.88,Default,,0000,0000,0000,,which find to detect vandalism \Nand avoid serving users the information,
Dialogue: 0,0:01:38.31,0:01:41.99,Default,,0000,0000,0000,,how can computer understand \Nthis kind of information,
Dialogue: 0,0:01:41.99,0:01:43.29,Default,,0000,0000,0000,,like it would be...
Dialogue: 0,0:01:46.87,0:01:49.18,Default,,0000,0000,0000,,we realize that sometimes \Nthere are limitations
Dialogue: 0,0:01:49.18,0:01:54.08,Default,,0000,0000,0000,,of how far algorithms can go \Nand machine can go.
Dialogue: 0,0:01:54.93,0:01:57.67,Default,,0000,0000,0000,,Another example here is let's say,
Dialogue: 0,0:01:57.67,0:02:02.04,Default,,0000,0000,0000,,there is a word or label, \Nor a category on Wikipedia says,
Dialogue: 0,0:02:02.04,0:02:06.08,Default,,0000,0000,0000,,someone, a person,\Nis a Christian scientist.
Dialogue: 0,0:02:06.08,0:02:09.63,Default,,0000,0000,0000,,Now, given this label, \Nwhat facts do you come up with
Dialogue: 0,0:02:09.63,0:02:13.82,Default,,0000,0000,0000,,like what would you infer \Nfrom this category?
Dialogue: 0,0:02:14.20,0:02:18.59,Default,,0000,0000,0000,,Do you think it would be a "Christian"\Nor do you think it would be a "scientist"?
Dialogue: 0,0:02:18.98,0:02:21.62,Default,,0000,0000,0000,,In this specific case--\Nit does not apply everywhere--
Dialogue: 0,0:02:21.62,0:02:23.48,Default,,0000,0000,0000,,but it this specific case,
Dialogue: 0,0:02:23.48,0:02:26.99,Default,,0000,0000,0000,,there is a religion \Ncalled "Christian Science,"
Dialogue: 0,0:02:26.99,0:02:30.20,Default,,0000,0000,0000,,and people who hold that belief\Nis called "Christian Scientist."
Dialogue: 0,0:02:31.55,0:02:34.89,Default,,0000,0000,0000,,And, again, for machines, \Nhow can we know, like
Dialogue: 0,0:02:36.27,0:02:40.39,Default,,0000,0000,0000,,even if many people here are big [fan]
Dialogue: 0,0:02:40.39,0:02:45.24,Default,,0000,0000,0000,,that's the better we make our data \Na knowledge machine-friendly
Dialogue: 0,0:02:45.46,0:02:51.71,Default,,0000,0000,0000,,the easier we can work and improve \Nthe overall knowledge accessibility
Dialogue: 0,0:02:51.71,0:02:54.14,Default,,0000,0000,0000,,and contribute together
Dialogue: 0,0:02:54.14,0:02:55.59,Default,,0000,0000,0000,,but there is always things
Dialogue: 0,0:02:55.59,0:02:58.45,Default,,0000,0000,0000,,that we believe \Nthat machine has restrictions.
Dialogue: 0,0:03:00.14,0:03:04.48,Default,,0000,0000,0000,,So all in all, we start to realize
Dialogue: 0,0:03:04.48,0:03:08.31,Default,,0000,0000,0000,,that coming from Internet companies
Dialogue: 0,0:03:08.31,0:03:10.69,Default,,0000,0000,0000,,who have a strong belief \Nof our technology
Dialogue: 0,0:03:10.69,0:03:12.57,Default,,0000,0000,0000,,and what machine can do,
Dialogue: 0,0:03:12.57,0:03:16.22,Default,,0000,0000,0000,,there is always a gap \Nor there is always something
Dialogue: 0,0:03:16.22,0:03:18.99,Default,,0000,0000,0000,,that we would need to rely on human being
Dialogue: 0,0:03:18.99,0:03:22.44,Default,,0000,0000,0000,,and more, we would need\Nto rely on communities
Dialogue: 0,0:03:22.75,0:03:28.38,Default,,0000,0000,0000,,who are actively contributing,\Nwho are doing the peer reviews to our...
Dialogue: 0,0:03:28.38,0:03:30.16,Default,,0000,0000,0000,,collaborating with each other.
Dialogue: 0,0:03:30.16,0:03:36.08,Default,,0000,0000,0000,,So this is a picture \Nabout the background effort of WikiLoop.
Dialogue: 0,0:03:36.60,0:03:39.94,Default,,0000,0000,0000,,For the human being, \Nthey have the knowledge,
Dialogue: 0,0:03:40.48,0:03:46.20,Default,,0000,0000,0000,,we have our domain expertize \Nand we can crosscheck each other
Dialogue: 0,0:03:46.20,0:03:48.50,Default,,0000,0000,0000,,but we just have that enough time.
Dialogue: 0,0:03:49.33,0:03:52.80,Default,,0000,0000,0000,,And there are many things \Nthat machine can empower this
Dialogue: 0,0:03:52.80,0:03:56.12,Default,,0000,0000,0000,,but there is restrictions there.
Dialogue: 0,0:03:56.12,0:03:58.64,Default,,0000,0000,0000,,So the goal is to empower
Dialogue: 0,0:03:58.64,0:04:03.04,Default,,0000,0000,0000,,or improve the productivity \Nof human editors.
Dialogue: 0,0:04:03.04,0:04:08.63,Default,,0000,0000,0000,,But also the other side of the formula \Nis we want to loop that back
Dialogue: 0,0:04:08.63,0:04:13.23,Default,,0000,0000,0000,,to the research and the academic efforts
Dialogue: 0,0:04:13.23,0:04:17.31,Default,,0000,0000,0000,,that improve how machine \Ncan help in these cases.
Dialogue: 0,0:04:17.88,0:04:22.58,Default,,0000,0000,0000,,So by raise of hand, \Nhow many of you have used Google?
Dialogue: 0,0:04:23.87,0:04:25.09,Default,,0000,0000,0000,,Thank you.
Dialogue: 0,0:04:25.09,0:04:26.38,Default,,0000,0000,0000,,And how many of you
Dialogue: 0,0:04:26.90,0:04:31.46,Default,,0000,0000,0000,,think that companies like Google \Nand other big knowledge companies
Dialogue: 0,0:04:31.46,0:04:34.20,Default,,0000,0000,0000,,should contribute more \Nto the knowledge world?
Dialogue: 0,0:04:35.88,0:04:37.71,Default,,0000,0000,0000,,So what happens is that...
Dialogue: 0,0:04:37.71,0:04:42.16,Default,,0000,0000,0000,,we all know that our mission at Google \Nor other similar companies--
Dialogue: 0,0:04:42.16,0:04:47.65,Default,,0000,0000,0000,,we have a strong background\Nof leveraging the open knowledge world,
Dialogue: 0,0:04:48.35,0:04:50.11,Default,,0000,0000,0000,,like for Google specific case
Dialogue: 0,0:04:50.11,0:04:52.74,Default,,0000,0000,0000,,it's like organize \Nthe world's information.
Dialogue: 0,0:04:52.74,0:04:55.06,Default,,0000,0000,0000,,So we help disseminate the information,
Dialogue: 0,0:04:56.21,0:04:59.100,Default,,0000,0000,0000,,which in one sense that helps \Nthe mission of this movement.
Dialogue: 0,0:04:59.100,0:05:06.36,Default,,0000,0000,0000,,But only every once a while \Nwe have sporadic help
Dialogue: 0,0:05:07.86,0:05:12.10,Default,,0000,0000,0000,,trying to donate knowledge \Nand datasets, and tools,
Dialogue: 0,0:05:12.10,0:05:16.22,Default,,0000,0000,0000,,and we want to see \Nif we can make this sustainable,
Dialogue: 0,0:05:18.32,0:05:21.42,Default,,0000,0000,0000,,both in the technical sense
Dialogue: 0,0:05:21.42,0:05:23.23,Default,,0000,0000,0000,,and also in the business sense.
Dialogue: 0,0:05:24.94,0:05:29.64,Default,,0000,0000,0000,,So this is like \Na one-sentence introduction.
Dialogue: 0,0:05:29.64,0:05:34.88,Default,,0000,0000,0000,,We want WikiLoop \Nto become an umbrella program
Dialogue: 0,0:05:34.88,0:05:37.08,Default,,0000,0000,0000,,for a series of technical projects
Dialogue: 0,0:05:37.08,0:05:39.63,Default,,0000,0000,0000,,intended to contribute \Ndatasets and toolings
Dialogue: 0,0:05:39.63,0:05:44.73,Default,,0000,0000,0000,,and hopefully make this a community effort\Nwith participation of
Dialogue: 0,0:05:44.73,0:05:50.15,Default,,0000,0000,0000,,other likeminded people, \Npartners and institutions
Dialogue: 0,0:05:50.15,0:05:52.41,Default,,0000,0000,0000,,to join with this effort.
Dialogue: 0,0:05:52.41,0:05:56.20,Default,,0000,0000,0000,,There are several projects \Nthat we think would be a good fit,
Dialogue: 0,0:05:56.20,0:05:59.20,Default,,0000,0000,0000,,and these are the criteria.
Dialogue: 0,0:05:59.20,0:06:04.28,Default,,0000,0000,0000,,First of all, the idea is \Nthat it needs to be source improvements
Dialogue: 0,0:06:04.28,0:06:07.25,Default,,0000,0000,0000,,or source improvements\Nby and large is a good fit,
Dialogue: 0,0:06:07.25,0:06:10.80,Default,,0000,0000,0000,,and also the second thing \Nthat companies like us
Dialogue: 0,0:06:10.80,0:06:13.94,Default,,0000,0000,0000,,really cannot do very well by ourself
Dialogue: 0,0:06:13.94,0:06:17.69,Default,,0000,0000,0000,,is to maximize the neutrality,\Nto avoid picking sides
Dialogue: 0,0:06:17.69,0:06:21.61,Default,,0000,0000,0000,,on the controversies, \Ndecisions or discussions
Dialogue: 0,0:06:21.61,0:06:26.94,Default,,0000,0000,0000,,and another thing is that to make this \Nin the long-term sustainability
Dialogue: 0,0:06:26.94,0:06:31.70,Default,,0000,0000,0000,,and to keep it\Nbeing supported by this industry.
Dialogue: 0,0:06:31.70,0:06:35.02,Default,,0000,0000,0000,,We want to see \Nthe productivity, the scalability
Dialogue: 0,0:06:35.02,0:06:37.63,Default,,0000,0000,0000,,of our contribution and efforts.
Dialogue: 0,0:06:38.44,0:06:41.08,Default,,0000,0000,0000,,To explain a little bit more...
Dialogue: 0,0:06:41.58,0:06:43.57,Default,,0000,0000,0000,,We always look trying to extract...
Dialogue: 0,0:06:43.57,0:06:47.06,Default,,0000,0000,0000,,for example, we are trying \Nto extract facts from Wikipedia.
Dialogue: 0,0:06:47.42,0:06:52.54,Default,,0000,0000,0000,,And while we can do \Nseveral separations,
Dialogue: 0,0:06:52.54,0:06:55.70,Default,,0000,0000,0000,,we're labeling, fairly well,
Dialogue: 0,0:06:56.32,0:06:59.92,Default,,0000,0000,0000,,up to certain point \Nthe bottleneck is no longer
Dialogue: 0,0:06:59.92,0:07:02.48,Default,,0000,0000,0000,,how good the machine, \Nthe algorithm can reach
Dialogue: 0,0:07:02.48,0:07:06.12,Default,,0000,0000,0000,,but sometimes \Nthere is a noise in the source,
Dialogue: 0,0:07:06.12,0:07:10.92,Default,,0000,0000,0000,,and if we do not remove the source
Dialogue: 0,0:07:10.92,0:07:13.62,Default,,0000,0000,0000,,or minimize the source noise there,
Dialogue: 0,0:07:13.62,0:07:15.63,Default,,0000,0000,0000,,that's how far the machine can go.
Dialogue: 0,0:07:15.63,0:07:18.02,Default,,0000,0000,0000,,So that's the first criteria.
Dialogue: 0,0:07:18.02,0:07:19.38,Default,,0000,0000,0000,,And the second criteria is,
Dialogue: 0,0:07:19.38,0:07:24.49,Default,,0000,0000,0000,,we don't want to get to be seen as buyers\Nor introduce potential buyers.
Dialogue: 0,0:07:24.49,0:07:29.82,Default,,0000,0000,0000,,We want to rely on \Ngovernance that is peer reviewed
Dialogue: 0,0:07:29.82,0:07:32.69,Default,,0000,0000,0000,,and that is done by the community
Dialogue: 0,0:07:32.69,0:07:36.57,Default,,0000,0000,0000,,so that we can avoid picking sides \Nin the controversy questions.
Dialogue: 0,0:07:37.32,0:07:40.81,Default,,0000,0000,0000,,And the third thing \Nwhich probably not so intuitive
Dialogue: 0,0:07:40.81,0:07:43.31,Default,,0000,0000,0000,,but this is the kind of... \NI would like...
Dialogue: 0,0:07:43.31,0:07:48.04,Default,,0000,0000,0000,,Let me give you an example \Nof the projects we have in mind.
Dialogue: 0,0:07:48.44,0:07:51.66,Default,,0000,0000,0000,,Let's say there are smaller, \Nminority language there.
Dialogue: 0,0:07:51.66,0:07:55.94,Default,,0000,0000,0000,,I have heard a very good talk \Nearlier this morning.
Dialogue: 0,0:07:55.94,0:07:58.46,Default,,0000,0000,0000,,But one idea we have here is,
Dialogue: 0,0:07:58.46,0:08:02.05,Default,,0000,0000,0000,,let's say you are a minority \Nlanguage contributor, very active,
Dialogue: 0,0:08:02.05,0:08:07.06,Default,,0000,0000,0000,,and you want to advocate for your culture \Nand supporting your knowledge creation.
Dialogue: 0,0:08:07.61,0:08:11.75,Default,,0000,0000,0000,,But because companies like Google\Nor other consumer company,
Dialogue: 0,0:08:11.75,0:08:14.80,Default,,0000,0000,0000,,they have a bar \Nfor releasing a translation,
Dialogue: 0,0:08:14.80,0:08:16.16,Default,,0000,0000,0000,,to make it available.
Dialogue: 0,0:08:16.16,0:08:18.84,Default,,0000,0000,0000,,They want the precision to be high enough
Dialogue: 0,0:08:18.84,0:08:21.59,Default,,0000,0000,0000,,so that they can use it to serve users.
Dialogue: 0,0:08:22.57,0:08:26.57,Default,,0000,0000,0000,,But maybe internally they have AI modules \Nthat are experimenting,
Dialogue: 0,0:08:26.57,0:08:28.91,Default,,0000,0000,0000,,not good enough to the bar
Dialogue: 0,0:08:28.91,0:08:31.49,Default,,0000,0000,0000,,because lack of training data,
Dialogue: 0,0:08:32.73,0:08:34.83,Default,,0000,0000,0000,,so the translation is not available.
Dialogue: 0,0:08:34.83,0:08:38.08,Default,,0000,0000,0000,,But the community is doing \Nthe translation by hand anyway.
Dialogue: 0,0:08:39.16,0:08:41.17,Default,,0000,0000,0000,,Now, one of the things we are thinking of,
Dialogue: 0,0:08:41.17,0:08:45.17,Default,,0000,0000,0000,,if we can provide \Nsome of this experimental thing
Dialogue: 0,0:08:45.17,0:08:47.66,Default,,0000,0000,0000,,that is not good enough \Nto serve general user purpose
Dialogue: 0,0:08:47.66,0:08:50.35,Default,,0000,0000,0000,,but still good for the community
Dialogue: 0,0:08:50.35,0:08:53.56,Default,,0000,0000,0000,,and somewhat improving the productivity,
Dialogue: 0,0:08:53.81,0:08:55.73,Default,,0000,0000,0000,,it would be able to
Dialogue: 0,0:08:55.73,0:09:01.38,Default,,0000,0000,0000,,one, improve the speed of how well \Na community can contribute,
Dialogue: 0,0:09:01.38,0:09:06.23,Default,,0000,0000,0000,,and second, what a community is creating \Nanyway can come back as a training data
Dialogue: 0,0:09:06.23,0:09:08.88,Default,,0000,0000,0000,,that keeps bootstrapping the machines.
Dialogue: 0,0:09:10.38,0:09:15.41,Default,,0000,0000,0000,,So over time by this effort \Nwe hope to generate a model
Dialogue: 0,0:09:15.67,0:09:19.46,Default,,0000,0000,0000,,that both helps \Nthe human being, the editors,
Dialogue: 0,0:09:19.46,0:09:22.25,Default,,0000,0000,0000,,but also helps the research
Dialogue: 0,0:09:22.25,0:09:26.76,Default,,0000,0000,0000,,that improves the AI and other approaches.
Dialogue: 0,0:09:28.49,0:09:31.55,Default,,0000,0000,0000,,And this is a big overview \Nof a few projects
Dialogue: 0,0:09:31.55,0:09:33.51,Default,,0000,0000,0000,,we are going to introduce.
Dialogue: 0,0:09:33.51,0:09:36.54,Default,,0000,0000,0000,,Due to the time limitation\NI will feature a few.
Dialogue: 0,0:09:36.54,0:09:41.49,Default,,0000,0000,0000,,The WikiLoop Game, which you can look up,
Dialogue: 0,0:09:41.49,0:09:46.73,Default,,0000,0000,0000,,is one that we leveraged a platform
Dialogue: 0,0:09:46.73,0:09:50.06,Default,,0000,0000,0000,,created by Magnus called Wikidata Game.
Dialogue: 0,0:09:50.06,0:09:54.85,Default,,0000,0000,0000,,We provide several datasets there \Nto be played, to be introduced
Dialogue: 0,0:09:54.85,0:09:56.68,Default,,0000,0000,0000,,and commit to the Wikidata
Dialogue: 0,0:09:56.68,0:09:58.87,Default,,0000,0000,0000,,but by the human review.
Dialogue: 0,0:09:59.73,0:10:03.95,Default,,0000,0000,0000,,And Google doesn't get \Nto contribute data directly
Dialogue: 0,0:10:03.95,0:10:06.26,Default,,0000,0000,0000,,to Wikipedia or Wikidata
Dialogue: 0,0:10:06.26,0:10:12.27,Default,,0000,0000,0000,,but having someone who is reviewing it \Nas non-biased individuals to do so.
Dialogue: 0,0:10:12.55,0:10:16.62,Default,,0000,0000,0000,,And the second one I'm going to feature \Nis WikiLoop Battlefield,
Dialogue: 0,0:10:16.62,0:10:21.42,Default,,0000,0000,0000,,the one that you have seen just now \Nas a counter-vandalism platform,
Dialogue: 0,0:10:21.42,0:10:25.63,Default,,0000,0000,0000,,and this one also features \Nthe same criteria
Dialogue: 0,0:10:25.63,0:10:28.03,Default,,0000,0000,0000,,of source improvements,
Dialogue: 0,0:10:29.92,0:10:33.33,Default,,0000,0000,0000,,of how it can empower machines
Dialogue: 0,0:10:33.33,0:10:38.79,Default,,0000,0000,0000,,by looping back to the training data
Dialogue: 0,0:10:38.79,0:10:43.06,Default,,0000,0000,0000,,and also how it avoids companies like us
Dialogue: 0,0:10:43.06,0:10:48.53,Default,,0000,0000,0000,,to pick sides allowing way to rely \Non the community's assessment.
Dialogue: 0,0:10:48.53,0:10:53.52,Default,,0000,0000,0000,,And the third one is CitePool,\Nwhich is creating...
Dialogue: 0,0:10:53.52,0:10:58.47,Default,,0000,0000,0000,,we're trying to help creating \Ncitation candidate pool
Dialogue: 0,0:10:58.47,0:11:02.73,Default,,0000,0000,0000,,to improve the productivity of people \Nwho want to add citation
Dialogue: 0,0:11:02.73,0:11:04.72,Default,,0000,0000,0000,,but also see if we can make that
Dialogue: 0,0:11:04.72,0:11:09.57,Default,,0000,0000,0000,,into a training data \Naccessible to researchers.
Dialogue: 0,0:11:10.01,0:11:13.12,Default,,0000,0000,0000,,So let me use WikiLoop Battlefield \Nas an example.
Dialogue: 0,0:11:13.12,0:11:18.43,Default,,0000,0000,0000,,If you have... try it on your phone-- \Nbattlefield.wikiloop.org.
Dialogue: 0,0:11:18.43,0:11:21.58,Default,,0000,0000,0000,,By the way, I want to highlight, \Nthe name is subject to change
Dialogue: 0,0:11:21.58,0:11:25.87,Default,,0000,0000,0000,,because some friendly community members \Nhave come to me and suggest
Dialogue: 0,0:11:25.87,0:11:32.22,Default,,0000,0000,0000,,that Battlefield might not be \Nthe best name for a project
Dialogue: 0,0:11:32.22,0:11:34.65,Default,,0000,0000,0000,,serving the Wikimedia movement.
Dialogue: 0,0:11:34.95,0:11:39.54,Default,,0000,0000,0000,,So if you don't like this name,\Ncome join us in the discussion,
Dialogue: 0,0:11:39.54,0:11:40.98,Default,,0000,0000,0000,,provide your suggestion,
Dialogue: 0,0:11:40.98,0:11:44.50,Default,,0000,0000,0000,,we will be very happy \Nto converge to a name
Dialogue: 0,0:11:44.50,0:11:48.11,Default,,0000,0000,0000,,that has community consensus \Nand popularity.
Dialogue: 0,0:11:48.24,0:11:51.17,Default,,0000,0000,0000,,But let's use that as a placeholder here.
Dialogue: 0,0:11:52.88,0:11:56.50,Default,,0000,0000,0000,,I don't need to introduce \Nto this group of people
Dialogue: 0,0:11:56.50,0:11:59.10,Default,,0000,0000,0000,,about the typical vandalism workflow
Dialogue: 0,0:11:59.82,0:12:03.40,Default,,0000,0000,0000,,but if you have already...
Dialogue: 0,0:12:04.93,0:12:08.89,Default,,0000,0000,0000,,trying to conduct \Nsome counter-vandalism activity,
Dialogue: 0,0:12:08.89,0:12:11.57,Default,,0000,0000,0000,,you might know that it's not very trivial.
Dialogue: 0,0:12:11.57,0:12:16.41,Default,,0000,0000,0000,,How many of you have seen vandalism \Non Wikipedia and Wikidata?
Dialogue: 0,0:12:16.99,0:12:22.33,Default,,0000,0000,0000,,Okay, how many of you \Nhave reverted, by hand, some of them?
Dialogue: 0,0:12:22.89,0:12:27.68,Default,,0000,0000,0000,,How many of you have used certain tools \Nor go ahead and find certain tools
Dialogue: 0,0:12:27.68,0:12:30.88,Default,,0000,0000,0000,,to patrol or revert vandalism?
Dialogue: 0,0:12:31.41,0:12:32.50,Default,,0000,0000,0000,,Okay.
Dialogue: 0,0:12:33.47,0:12:36.12,Default,,0000,0000,0000,,Cool, this is \Nthe highest density of people
Dialogue: 0,0:12:36.12,0:12:41.26,Default,,0000,0000,0000,,who have tried to revert vandalism
Dialogue: 0,0:12:41.26,0:12:43.62,Default,,0000,0000,0000,,that I have spoken to before.
Dialogue: 0,0:12:44.34,0:12:48.76,Default,,0000,0000,0000,,So maybe some of you have been \Nvery comfortably doing that
Dialogue: 0,0:12:48.76,0:12:52.97,Default,,0000,0000,0000,,but for me as someone \Nwho started editing actively
Dialogue: 0,0:12:53.81,0:12:57.35,Default,,0000,0000,0000,,only since like three years ago
Dialogue: 0,0:12:57.56,0:13:03.44,Default,,0000,0000,0000,,and who only started to be very serous \Ndoing vandalism detection and patrolling
Dialogue: 0,0:13:03.88,0:13:06.19,Default,,0000,0000,0000,,only since about last year
Dialogue: 0,0:13:06.43,0:13:10.84,Default,,0000,0000,0000,,I found that doing so is not super easy
Dialogue: 0,0:13:10.84,0:13:14.16,Default,,0000,0000,0000,,on the world of Wikimedia movement.
Dialogue: 0,0:13:15.08,0:13:21.76,Default,,0000,0000,0000,,If we look at the existing alternatives
Dialogue: 0,0:13:21.76,0:13:25.76,Default,,0000,0000,0000,,there are tools that is built \Nfeaturing desktops,
Dialogue: 0,0:13:25.76,0:13:30.75,Default,,0000,0000,0000,,there are tools that is relying \Non users who have rollback permissions,
Dialogue: 0,0:13:30.75,0:13:33.98,Default,,0000,0000,0000,,which itself is a big barrier to get.
Dialogue: 0,0:13:35.25,0:13:39.10,Default,,0000,0000,0000,,We want to make this \Na super easy to use platform
Dialogue: 0,0:13:39.10,0:13:41.64,Default,,0000,0000,0000,,for all the three roles.
Dialogue: 0,0:13:41.64,0:13:46.02,Default,,0000,0000,0000,,The first one is user, reviewer or editor,\Nwhatever you call it.
Dialogue: 0,0:13:46.61,0:13:48.46,Default,,0000,0000,0000,,The second one is researcher
Dialogue: 0,0:13:48.46,0:13:52.98,Default,,0000,0000,0000,,who is trying to create \Nvandalism detecting algorithms or systems.
Dialogue: 0,0:13:52.98,0:13:54.73,Default,,0000,0000,0000,,And the third one is developers
Dialogue: 0,0:13:54.73,0:13:59.57,Default,,0000,0000,0000,,who is trying to improve \Nthis WikiLoop Battlefield tooling.
Dialogue: 0,0:13:59.57,0:14:02.24,Default,,0000,0000,0000,,We want it to be \Nsuper easy for user to use.
Dialogue: 0,0:14:02.24,0:14:04.97,Default,,0000,0000,0000,,You can you pull up your phone, \Nyou don't have to install it,
Dialogue: 0,0:14:04.97,0:14:07.17,Default,,0000,0000,0000,,you can do in on your laptop.
Dialogue: 0,0:14:07.17,0:14:10.17,Default,,0000,0000,0000,,And we also want \Nto lower a barrier to review.
Dialogue: 0,0:14:10.17,0:14:16.65,Default,,0000,0000,0000,,The reason why other tools \Nare trying to limit the access to the tool
Dialogue: 0,0:14:16.65,0:14:22.25,Default,,0000,0000,0000,,is because there needs to be \Na base trust level for people to use them.
Dialogue: 0,0:14:22.25,0:14:26.63,Default,,0000,0000,0000,,You don't want someone \Nto come to a counter-vandalism tool
Dialogue: 0,0:14:26.63,0:14:28.23,Default,,0000,0000,0000,,to vandalize itself.
Dialogue: 0,0:14:29.26,0:14:32.48,Default,,0000,0000,0000,,So what we are trying to do is that,
Dialogue: 0,0:14:32.48,0:14:34.49,Default,,0000,0000,0000,,to begin with, we want \Nto make it super easy
Dialogue: 0,0:14:34.49,0:14:39.52,Default,,0000,0000,0000,,but also we want to allow multiple people\Nto label the same thing.
Dialogue: 0,0:14:39.97,0:14:42.26,Default,,0000,0000,0000,,Also we want to make it super convenient
Dialogue: 0,0:14:42.26,0:14:48.24,Default,,0000,0000,0000,,to see the [inaudible], \Nto see other label, and all in real time.
Dialogue: 0,0:14:48.44,0:14:52.32,Default,,0000,0000,0000,,We also want to make it \Nfor researchers super easy to use.
Dialogue: 0,0:14:52.32,0:14:55.23,Default,,0000,0000,0000,,By one click you can download the labeling
Dialogue: 0,0:14:55.23,0:15:01.36,Default,,0000,0000,0000,,and maybe start play with the data \Nand see how it fits in your model.
Dialogue: 0,0:15:01.50,0:15:06.13,Default,,0000,0000,0000,,And we provide APIs \Nthat have access to real time data.
Dialogue: 0,0:15:06.76,0:15:10.45,Default,,0000,0000,0000,,And for the developer \Nwe make it very easy to pick up--
Dialogue: 0,0:15:10.45,0:15:15.43,Default,,0000,0000,0000,,we have one click-- \Nyou can deploy your trial instances,
Dialogue: 0,0:15:15.43,0:15:16.73,Default,,0000,0000,0000,,things like that.
Dialogue: 0,0:15:17.10,0:15:20.82,Default,,0000,0000,0000,,This is an example \Nabout building projects
Dialogue: 0,0:15:20.82,0:15:23.19,Default,,0000,0000,0000,,for umbrella like WikiLoop.
Dialogue: 0,0:15:23.19,0:15:27.64,Default,,0000,0000,0000,,We want to make sure \Nthe community trust comes the first.
Dialogue: 0,0:15:27.95,0:15:31.34,Default,,0000,0000,0000,,We usually need to make it \Nopen source the best.
Dialogue: 0,0:15:31.80,0:15:37.48,Default,,0000,0000,0000,,And we want to avoid proprietary tech,\Nwe want to avoid tech lock-down,
Dialogue: 0,0:15:37.78,0:15:42.100,Default,,0000,0000,0000,,and we rely on community approval \Nfor certain features.
Dialogue: 0,0:15:44.37,0:15:49.47,Default,,0000,0000,0000,,And if you have seen this--\Nthis is the components that we rely on--
Dialogue: 0,0:15:49.47,0:15:56.21,Default,,0000,0000,0000,,still very early stage but you get \Nthe principles behind the design.
Dialogue: 0,0:15:56.44,0:16:00.29,Default,,0000,0000,0000,,So what's next, we are trying \Nto grow our usage.
Dialogue: 0,0:16:00.29,0:16:02.46,Default,,0000,0000,0000,,Hopefully you can try it out by yourself
Dialogue: 0,0:16:02.46,0:16:06.73,Default,,0000,0000,0000,,and promise to me \Nthat you don't click on the login.
Dialogue: 0,0:16:07.78,0:16:09.13,Default,,0000,0000,0000,,There is a login button--
Dialogue: 0,0:16:09.13,0:16:10.45,Default,,0000,0000,0000,,there will be some good features
Dialogue: 0,0:16:10.45,0:16:13.29,Default,,0000,0000,0000,,that make it super easy \Nto even revert something.
Dialogue: 0,0:16:13.29,0:16:15.45,Default,,0000,0000,0000,,Currently it's still a jump to revert.
Dialogue: 0,0:16:16.71,0:16:18.44,Default,,0000,0000,0000,,But we are building features,
Dialogue: 0,0:16:18.44,0:16:23.95,Default,,0000,0000,0000,,and we are also trying \Nto let you choose some categories
Dialogue: 0,0:16:23.95,0:16:26.66,Default,,0000,0000,0000,,or the watchlist \Nthat you will be watching
Dialogue: 0,0:16:26.66,0:16:31.37,Default,,0000,0000,0000,,and the one that you care about to patrol.
Dialogue: 0,0:16:31.78,0:16:38.07,Default,,0000,0000,0000,,And also if you are researchers \Nwhile doing related vandalism detection,
Dialogue: 0,0:16:38.36,0:16:41.58,Default,,0000,0000,0000,,try our data and give us feedback.
Dialogue: 0,0:16:44.41,0:16:47.18,Default,,0000,0000,0000,,And I will go through quickly \Nabout a few other projects
Dialogue: 0,0:16:47.18,0:16:48.73,Default,,0000,0000,0000,,that we are featuring here
Dialogue: 0,0:16:48.73,0:16:52.17,Default,,0000,0000,0000,,and we will look for questions \Nand feedback from you
Dialogue: 0,0:16:52.17,0:16:57.98,Default,,0000,0000,0000,,about what we think \Nand what you think should be there
Dialogue: 0,0:16:57.98,0:17:01.55,Default,,0000,0000,0000,,or how we should fix things \Nif it doesn't work right.
Dialogue: 0,0:17:01.84,0:17:06.16,Default,,0000,0000,0000,,Wikidata Game is a platform \Nbuilt by a community member Magnus,
Dialogue: 0,0:17:06.16,0:17:08.91,Default,,0000,0000,0000,,a celebrity in this community, I think.
Dialogue: 0,0:17:09.89,0:17:13.37,Default,,0000,0000,0000,,And by showing this \Nwe are providing datasets
Dialogue: 0,0:17:13.37,0:17:19.75,Default,,0000,0000,0000,,but we also want to let people know\Nthat we are not reinventing the wheels,
Dialogue: 0,0:17:19.75,0:17:21.37,Default,,0000,0000,0000,,that we are not trying to...
Dialogue: 0,0:17:21.37,0:17:24.17,Default,,0000,0000,0000,,When we come up with some idea, \Nwe look into with community
Dialogue: 0,0:17:24.17,0:17:27.03,Default,,0000,0000,0000,,and see if there is \Nexisting tools that's there
Dialogue: 0,0:17:27.03,0:17:30.20,Default,,0000,0000,0000,,and how we can be \Na part of the ecosystem
Dialogue: 0,0:17:30.20,0:17:35.69,Default,,0000,0000,0000,,rather than building everything \Nindependently and everything separately.
Dialogue: 0,0:17:36.66,0:17:38.72,Default,,0000,0000,0000,,And this is the current status.
Dialogue: 0,0:17:39.62,0:17:42.67,Default,,0000,0000,0000,,By early results, we show that Wikidata...
Dialogue: 0,0:17:44.94,0:17:47.08,Default,,0000,0000,0000,,a few games that we released
Dialogue: 0,0:17:47.08,0:17:51.75,Default,,0000,0000,0000,,have triggered and proved activity \Non the entities related
Dialogue: 0,0:17:52.55,0:17:54.65,Default,,0000,0000,0000,,and a few follow up.
Dialogue: 0,0:17:54.65,0:17:57.26,Default,,0000,0000,0000,,One thing that we have come up with,
Dialogue: 0,0:17:57.26,0:17:59.97,Default,,0000,0000,0000,,as I have talked \Nto a few community members
Dialogue: 0,0:17:59.97,0:18:02.39,Default,,0000,0000,0000,,is the PreCheck idea
Dialogue: 0,0:18:02.39,0:18:09.09,Default,,0000,0000,0000,,that is basically providing \Npreliminary check about bulk uploads,
Dialogue: 0,0:18:09.09,0:18:12.27,Default,,0000,0000,0000,,sampled preliminary check \Nby community member
Dialogue: 0,0:18:12.27,0:18:14.48,Default,,0000,0000,0000,,and use that to generate a report,
Dialogue: 0,0:18:14.48,0:18:16.18,Default,,0000,0000,0000,,make it easier for discussions
Dialogue: 0,0:18:16.18,0:18:20.44,Default,,0000,0000,0000,,about whether this big block\Nof Wikidata datasets
Dialogue: 0,0:18:20.44,0:18:25.10,Default,,0000,0000,0000,,should be included \Nor uploaded to wikidata.org
Dialogue: 0,0:18:25.10,0:18:27.48,Default,,0000,0000,0000,,or it should be rechecked or fixed.
Dialogue: 0,0:18:30.99,0:18:35.88,Default,,0000,0000,0000,,And there is another project \Nthat is mostly a dataset project
Dialogue: 0,0:18:35.88,0:18:37.30,Default,,0000,0000,0000,,called CatFacts.
Dialogue: 0,0:18:37.57,0:18:42.64,Default,,0000,0000,0000,,CatFacts is datasets that we generate
Dialogue: 0,0:18:42.64,0:18:45.55,Default,,0000,0000,0000,,about facts from categories,
Dialogue: 0,0:18:45.55,0:18:50.23,Default,,0000,0000,0000,,the one that you see,\Nthe Christian Scientist, just now
Dialogue: 0,0:18:50.80,0:18:56.50,Default,,0000,0000,0000,,is actually an interesting outlier\Nof data points
Dialogue: 0,0:18:56.50,0:18:58.34,Default,,0000,0000,0000,,from this effort.
Dialogue: 0,0:18:58.34,0:19:01.86,Default,,0000,0000,0000,,This goal is to generate \Nthe facts from category
Dialogue: 0,0:19:01.86,0:19:07.36,Default,,0000,0000,0000,,which we think have been \Nvery rich facts online that people...
Dialogue: 0,0:19:07.73,0:19:10.09,Default,,0000,0000,0000,,that has been under leverage.
Dialogue: 0,0:19:10.32,0:19:13.62,Default,,0000,0000,0000,,But before it can be fully leveraged
Dialogue: 0,0:19:13.62,0:19:17.31,Default,,0000,0000,0000,,we need to make sure \Nthat quality is good enough as well
Dialogue: 0,0:19:17.31,0:19:22.26,Default,,0000,0000,0000,,and there is efforts \Nof putting it onto Wikidata Game
Dialogue: 0,0:19:22.26,0:19:23.86,Default,,0000,0000,0000,,and there is effort that we're thinking
Dialogue: 0,0:19:23.86,0:19:27.11,Default,,0000,0000,0000,,maybe building PreCheck \Nwould help as well.
Dialogue: 0,0:19:27.61,0:19:29.74,Default,,0000,0000,0000,,And it's still in early stage.
Dialogue: 0,0:19:29.74,0:19:34.04,Default,,0000,0000,0000,,Feel free to come to talk us \Nabout other efforts,
Dialogue: 0,0:19:34.04,0:19:37.99,Default,,0000,0000,0000,,other ideas you think \Nabout datasets we could provide.
Dialogue: 0,0:19:38.50,0:19:41.54,Default,,0000,0000,0000,,The Bot, which is communication tools.
Dialogue: 0,0:19:41.54,0:19:45.15,Default,,0000,0000,0000,,We know that Bot can do many things\Nlike writhing Wikipedia article
Dialogue: 0,0:19:45.15,0:19:49.84,Default,,0000,0000,0000,,but we promised\Nthat we don't write actual article
Dialogue: 0,0:19:49.84,0:19:52.60,Default,,0000,0000,0000,,but we mostly use it
Dialogue: 0,0:19:52.91,0:19:58.33,Default,,0000,0000,0000,,as a way to communicate \Nfrom, let's say, user talk
Dialogue: 0,0:19:58.82,0:20:04.40,Default,,0000,0000,0000,,to give us access \Nto large scale conversations
Dialogue: 0,0:20:04.40,0:20:06.10,Default,,0000,0000,0000,,with the community members.
Dialogue: 0,0:20:06.42,0:20:09.69,Default,,0000,0000,0000,,Explorer is going to show \Nall our datasets,
Dialogue: 0,0:20:09.69,0:20:11.88,Default,,0000,0000,0000,,our toolings, their stats
Dialogue: 0,0:20:11.88,0:20:15.49,Default,,0000,0000,0000,,and queries you can run on our things.
Dialogue: 0,0:20:15.49,0:20:18.24,Default,,0000,0000,0000,,Stay tuned, this one is releasing soon.
Dialogue: 0,0:20:18.96,0:20:20.93,Default,,0000,0000,0000,,And we have several other ideas
Dialogue: 0,0:20:20.93,0:20:24.00,Default,,0000,0000,0000,,but I would jump \Nto this overall portfolio.
Dialogue: 0,0:20:24.00,0:20:28.44,Default,,0000,0000,0000,,It would be several projects \Nto begin with datasets and tooling,
Dialogue: 0,0:20:28.44,0:20:30.34,Default,,0000,0000,0000,,and what we are doing currently
Dialogue: 0,0:20:30.34,0:20:33.19,Default,,0000,0000,0000,,is Explorer, Battlefield, \NCatFacts and PageRank,
Dialogue: 0,0:20:33.19,0:20:39.60,Default,,0000,0000,0000,,and there are some other upcoming ideas\Nlike PreCheck, CitePool and Bubbles.
Dialogue: 0,0:20:41.29,0:20:46.49,Default,,0000,0000,0000,,And this is one of the diagrams
Dialogue: 0,0:20:46.49,0:20:48.57,Default,,0000,0000,0000,,that I want to show you.
Dialogue: 0,0:20:48.99,0:20:53.38,Default,,0000,0000,0000,,We want to not only use \None individual project
Dialogue: 0,0:20:53.38,0:20:54.73,Default,,0000,0000,0000,,to contribute the community
Dialogue: 0,0:20:54.73,0:20:58.01,Default,,0000,0000,0000,,and also generate the training data \Nfor the research, academia,
Dialogue: 0,0:20:58.01,0:21:00.81,Default,,0000,0000,0000,,we also have an idea
Dialogue: 0,0:21:00.81,0:21:04.52,Default,,0000,0000,0000,,that these projects may work together.
Dialogue: 0,0:21:05.68,0:21:08.98,Default,,0000,0000,0000,,For example, the CitePool, \Nthe system that we want to build
Dialogue: 0,0:21:08.98,0:21:15.35,Default,,0000,0000,0000,,to allow people to easier find citations\Nfor Wikipedia articles or Wikidata
Dialogue: 0,0:21:15.89,0:21:19.32,Default,,0000,0000,0000,,but also use the Explorer \Nto display the result--
Dialogue: 0,0:21:19.50,0:21:23.08,Default,,0000,0000,0000,,it depends on the page rank \Nscorances of datasets
Dialogue: 0,0:21:23.83,0:21:30.28,Default,,0000,0000,0000,,to determine how to rank the citation page\Nthat we will recommend
Dialogue: 0,0:21:30.42,0:21:35.63,Default,,0000,0000,0000,,and use the PreCheck \Nto do quality, sanity check
Dialogue: 0,0:21:35.63,0:21:40.24,Default,,0000,0000,0000,,and maybe create \Nbulk batch reports by Bot
Dialogue: 0,0:21:40.24,0:21:44.26,Default,,0000,0000,0000,,and the PreCheck will depend \Non the Game as well.
Dialogue: 0,0:21:50.73,0:21:52.57,Default,,0000,0000,0000,,If some of our community friends
Dialogue: 0,0:21:52.57,0:21:55.48,Default,,0000,0000,0000,,have been following \Nthe progress of WikiLoop,
Dialogue: 0,0:21:55.48,0:21:59.00,Default,,0000,0000,0000,,we have been through ice-breaking phase,
Dialogue: 0,0:21:59.66,0:22:02.34,Default,,0000,0000,0000,,we were trying to earn the community trust
Dialogue: 0,0:22:02.34,0:22:06.15,Default,,0000,0000,0000,,because we know how cautious \Nwe need to be
Dialogue: 0,0:22:06.15,0:22:09.58,Default,,0000,0000,0000,,coming to contribute to a movement
Dialogue: 0,0:22:09.58,0:22:14.70,Default,,0000,0000,0000,,that relies so much \Non the neutrality and non-bias policies.
Dialogue: 0,0:22:14.100,0:22:19.54,Default,,0000,0000,0000,,And we have gradually start to have ideas
Dialogue: 0,0:22:19.54,0:22:22.54,Default,,0000,0000,0000,,about tools and datas\Nand find the direction
Dialogue: 0,0:22:22.54,0:22:25.97,Default,,0000,0000,0000,,of how we can possibly \Nmake this sustainable.
Dialogue: 0,0:22:26.23,0:22:31.88,Default,,0000,0000,0000,,And we are looking into creating \Nlong-term sustainability,
Dialogue: 0,0:22:31.88,0:22:34.85,Default,,0000,0000,0000,,both internally and also externally,
Dialogue: 0,0:22:35.16,0:22:38.65,Default,,0000,0000,0000,,both in terms of getting resource\Nand getting support,
Dialogue: 0,0:22:39.02,0:22:44.54,Default,,0000,0000,0000,,also externally of getting engagement,\Ngetting usage, and getting contributors,
Dialogue: 0,0:22:45.57,0:22:48.12,Default,,0000,0000,0000,,starting from next quarter.
Dialogue: 0,0:22:49.36,0:22:53.07,Default,,0000,0000,0000,,I want to quote Evan You, \Nwho is a creator
Dialogue: 0,0:22:53.07,0:22:58.59,Default,,0000,0000,0000,,of popular frontend framework Vue.js,
Dialogue: 0,0:22:58.59,0:23:01.15,Default,,0000,0000,0000,,"Software development \Ngets tremendously harder
Dialogue: 0,0:23:01.15,0:23:05.50,Default,,0000,0000,0000,,when you start to have to convince people\Ninstead of just writing the code."
Dialogue: 0,0:23:05.50,0:23:08.89,Default,,0000,0000,0000,,This applies to editing \NWikipedia or Wikidata.
Dialogue: 0,0:23:08.89,0:23:13.26,Default,,0000,0000,0000,,It's very easy to click a button \Nand add individual articles
Dialogue: 0,0:23:13.26,0:23:18.88,Default,,0000,0000,0000,,but also it's very hard \Nwhen you need to convince people.
Dialogue: 0,0:23:23.33,0:23:27.44,Default,,0000,0000,0000,,I hope to leave some time for questions,
Dialogue: 0,0:23:27.44,0:23:31.89,Default,,0000,0000,0000,,although we only have few,\Nprobably one or two minutes.
Dialogue: 0,0:23:33.23,0:23:35.99,Default,,0000,0000,0000,,Yes, so we have about two minutes.
Dialogue: 0,0:23:35.99,0:23:39.08,Default,,0000,0000,0000,,So if people want to shout questions out, \NI'll bring the mic over.
Dialogue: 0,0:23:40.54,0:23:41.97,Default,,0000,0000,0000,,Hands up maybe.
Dialogue: 0,0:23:45.43,0:23:50.27,Default,,0000,0000,0000,,(person 1) So where would I go to \Nat this moment if I would like to use this
Dialogue: 0,0:23:50.27,0:23:53.56,Default,,0000,0000,0000,,to solve some of the problem \Nwith chemicals,
Dialogue: 0,0:23:53.56,0:23:56.55,Default,,0000,0000,0000,,where some Wikipedia pages \Nabout chemicals,
Dialogue: 0,0:23:56.55,0:23:59.66,Default,,0000,0000,0000,,they have a chem box \Nabout a specific chemical
Dialogue: 0,0:23:59.66,0:24:03.52,Default,,0000,0000,0000,,but are otherwise about \Na class of chemicals.
Dialogue: 0,0:24:03.52,0:24:05.75,Default,,0000,0000,0000,,Is that something \Nwhere WikiLoop could help?
Dialogue: 0,0:24:07.75,0:24:12.92,Default,,0000,0000,0000,,I think that's the individual \Ndomain expertize part, right?
Dialogue: 0,0:24:12.92,0:24:15.52,Default,,0000,0000,0000,,If you are talking \Nabout topics of articles
Dialogue: 0,0:24:15.52,0:24:18.70,Default,,0000,0000,0000,,that are associated with specific topics.
Dialogue: 0,0:24:18.70,0:24:21.13,Default,,0000,0000,0000,,We are trying to... \Nwe might be able to help
Dialogue: 0,0:24:21.13,0:24:26.30,Default,,0000,0000,0000,,but we are trying to tackle the problem \Nthat is like more general currently.
Dialogue: 0,0:24:26.30,0:24:32.53,Default,,0000,0000,0000,,And overall the goal is \Nto find the possibility of
Dialogue: 0,0:24:35.20,0:24:39.35,Default,,0000,0000,0000,,empowering human beings productivity
Dialogue: 0,0:24:39.35,0:24:42.20,Default,,0000,0000,0000,,and also trying to generate the knowledge
Dialogue: 0,0:24:42.20,0:24:44.47,Default,,0000,0000,0000,,that potentially helps...
Dialogue: 0,0:24:44.47,0:24:47.42,Default,,0000,0000,0000,,the training data that potentially \Nhelps the algorithms.
Dialogue: 0,0:24:49.68,0:24:52.23,Default,,0000,0000,0000,,(person 2) I think we have time \Nfor a very quick one.
Dialogue: 0,0:24:55.29,0:24:58.64,Default,,0000,0000,0000,,(person 3) Are you also going to do this \Nfor search of data on Commons?
Dialogue: 0,0:24:59.52,0:25:01.10,Default,,0000,0000,0000,,Yeah, we hope to...
Dialogue: 0,0:25:01.10,0:25:05.24,Default,,0000,0000,0000,,If you are referring to Battlefield \Nor counter-vandalism tools,
Dialogue: 0,0:25:06.45,0:25:11.62,Default,,0000,0000,0000,,yeah, we are planning \Nto expand it to other Wiki projects,
Dialogue: 0,0:25:11.62,0:25:14.03,Default,,0000,0000,0000,,including Commons in Wikidata.
Dialogue: 0,0:25:15.28,0:25:17.24,Default,,0000,0000,0000,,(person 2) I think that's all the questions \Nwe have time for
Dialogue: 0,0:25:17.24,0:25:19.80,Default,,0000,0000,0000,,but if you'd like to show \Nyour appreciation for [Victor.]
Dialogue: 0,0:25:19.80,0:25:20.93,Default,,0000,0000,0000,,Thank you.
Dialogue: 0,0:25:20.93,0:25:24.61,Default,,0000,0000,0000,,(applause)