n recent years, the neural network based topic modelshave been proposed for many NLP tasks, such as infor-mation retrieval [11], aspect extraction [12] and sentimentclassification [13]. The basic idea is to construct a neuralnetwork which aims to approximate the topic-word distri-bution in probabilistic topic models. Additional constraints,such as incorporating prior distribution [14], enforcing di-versity among topics [15] or encouraging topic sparsity [16],have been explored for neural topic model learning andproved effective.

e argue that mutual learningwould benefit sentiment classification since it enriches theinformation required for the training of the sentiment clas-sifier (e.g., when the word “incredible” is used to describe“acting” or “movie”, the polarity should be positive)

. However, such a framework is not applicablehere since the learned latent topic representations in topicmodels can not be shared directly with word or sentencerepresentations learned in classifiers, due to their differentinherent meanings

What kind of assessment approach does our current moment warrant?

Multiple different people have been discussing multiple different problems, and asking for examples of the other problems, talking past each other and generally this thread got to an unreadable point due to this confusion.

Your Boss Is Watching You

It sounds like the OP's needs have been met, but for future explorers, here's some tools to tell if something is clickable.

the ethics of using AI ineducation

Algorithmic Proctoring for AcademicIntegrity

ethics of using AI ineducation

ethics of using AI ineducation are political,

Not what you asked, but as this question is linked to from a few places I hope someone finds this answer useful.

Tip for those who run into the same error message and find this bug report by Google: Your cause for this error message might be a different cause entirely. To find your cause, set a breakpoint, and look at the call stack.

I posted a question about MD5 hash collision back in 2014. As far as I know questions about algorithms are on-topic on Stack Overflow, and the cryptography tag did not have the warning "CRYPTOGRAPHY MUST BE PROGRAMMING RELATED" back then.

Someone reported it for being off-topic, but a mod declined it with a comment "I see no reason why this is off-topic. Not a programming question? You must surely be joking!", so it seems that this is controversial for the mods as well.

You're right, this discussion is starting to go off on a tangent.

Honestly, I think the current discussion has nothing to do with my original issue anymore.

Sara and Shelbie, the editors of Vo i c e s from the Middle, invited us to say what we want to say, even to be blunt, about where we are and where we’re going in the teaching of language arts.

. I argue that the element of managing emotional labour limitsthe reproduction potential of sustainable fashion design by other practitioners, thusslowing the transition to a sustainable fashion system

research on the behavioral patterns, socialization strategies, and garbage processing methods of informal waste pickers inArgentina and Mexico

This is in line with systems practice, which defines purpose in terms of longer term and more abstract aspirational states—“guiding stars”—and shorter term, more concrete desired outcomes—“near stars” (https://docs.kumu.io/content/Workbook-012617.pdf). We have come across two main sub-categories of purpose elements: ‘Themes’ and ‘Topics’ (guiding stars) and ‘Goals’ and ‘Plans’ (near stars).

that's why I bolded "same column" with the or query. I can delete the comment altogether, but thought it would be helpful for people perusing "or" query SO questions.

we have discovered a game-changing way of structuring cyberspaces: the Social Web, where content orbits the author like planets orbit a star

By overlooking the unusual role that ethnic minority parties play in coalition formation in theregion, we are unable to fully understand the reasons for politically important phenomena suchas the recent rise of the radical right in Eastern Europe.

github.com/writeas/writefreely

@subfuzion That error looks unrelated to the existing discussion.

XML Topic Maps will be put online in that fashion, and thus, that book will become a living document.

Magic, as they say, is nothing more than an act of intent. It is "the science and art of causing change to occur in conformity with will," if one is to believe Crowley (not necessarily recommended). In this sense, if spells are acts of intent, then coming up with spells is the act of defining one's intentions. In this sense, magic is living deliberately.

Amid this breathless attempt to keep abreast of new developments,

Some students might haveearned a GED, some might be returning to school after a decades-long break, andstill other students might either be graduating high school, or be freshly graduated.If the latter is the case, you might enter college with a wealth of experience writingfive-paragraph essays, book reports, and lab reports.

looking up topics that we were interested in.

And – And I seen how – I saw how many, um, scholarly journals or how many sources came up for it, right? Um, number of sources. Right. And then, if I – if I felt like it wasn’t enough for me to thoroughly talk about the topic, I would move on. Right? So, when I did segregation, there – like, I guess, like, my specific topic was modern-day, so there wasn’t really much about it. Right? So, not much info. Right? And then, when I did gentrification, there were a lot, right?

she wanted us to create a research paper about – well, about anything basically. Um, she gave us a bunch of ideas. She ac – like, she gave us, like, um, ideas like – hmm, like organic foods, GMOs, and just, like, you know, just problems in our society. But then, I chose, um, gentrification, so that’s what that’s about.

We’ve watched a million games from our folding chairs on the sideline. We’ve been rained on more than a Vietnamese rubber plantation. We’ve cheered our girls when they won, and we’ve hugged them when they lost

We’ve been through a lot together: We’ve driven countless miles to games and tournaments, and we’ve spent many nights in hotels with questionable hygiene standards

Often questions phrased specifically for ignorance of better methods. When there isn't a substantive contextual difference (like here), optimal solutions should get at least as much profile as the question-specific ones.

It is very common that the original poster ask for sed and replies using awk or perl appear. I think it is not on topic

10A Survey of Online Failure Prediction Methods

A Closed-Loop Automatic Data-Mining Approachfor Preventive Network Monitoring

After the launch of its Live streaming service in 2016, Facebook has come a long way. As per stats of the 2019 first quarter, 35% of the creators have used the Facebook Live Streaming feature to get connected with their audience. This guide is not just about How to Live Stream on Facebook, but to help you gain engagement and mark a branded presence through top Facebook Live topic ideas for marketers & content creators.

they meet at their concept and terminology interface and work out little shifts in meaning and use which each can find digestible in his system, and which permit quite precise definitions in each system of the terms and concepts in the others.

rhetorical ability is mainly a natural endowment and that one should strive for clarity lo accommodate one's audience

Import duty on air conditioners, refrigerators and washing machines under 10-kilogram capacity has been doubled to 20 percent each from 10 percent earlier. The basic customs duty on radial tyres is now 15 percent compared with 10 percent earlier,

Having heard the story of the past, my next inquiries (still inquiries after Rachel!) advanced naturally to the present time. Under whose care had she been placed after leaving Mr. Bruff’s house? and where was she living now?

In general Section 932

tabula rasa model

SubscribePattern allows you to use a regex to specify topics of interest

Computer scientists make LDA seem complicated because they care about proving that their algorithms work.

up vote 7 down vote accepted When you are starting your kafka broker you can define set of properties in conf/server.properties file. This file is just key value property file. One of the property is auto.create.topics.enable if it set tot true(by default) kafka will create topic automatically when you send message to non existing topic. All config options you can find here Imho Simple rule for creating topics is the following: number of replicas must be not less than number of nodes that you have. Number of topics must be the multiplier of number of node in your cluster for example: You have 9 node cluster your topic must have 9 partitions and 9 replicas or 18 partitions and 9 replicas or 36 partitions and 9 replicas and so on

The Kafka cluster retains all published records—whether or not they have been consumed—using a configurable retention period. For example, if the retention policy is set to two days, then for the two days after a record is published, it is available for consumption, after which it will be discarded to free up space. Kafka's performance is effectively constant with respect to data size so storing data for a long time is not a problem.

The partitions of the log are distributed over the servers in the Kafka cluster with each server handling data and requests for a share of the partitions.

The first limitation is that each partition is physically represented as a directory of one or more segment files. So you will have at least one directory and several files per partition. Depending on your operating system and filesystem this will eventually become painful. However this is a per-node limit and is easily avoided by just adding more total nodes in the cluster.

replication-factor 3

The producer is responsible for choosing which record to assign to which partition within the topic.

I think there is a lot we don't know and need to explore as a staff.

Just as Hirsi Ali casually misrepresents Muslims, she misrepresents Islam.

irsi Ali’s mischaracterization extends from history to matters of belief and practice.

Pixar films fascinate with spectacle.

Much as widescreen cin-ema altered the scale of perception, mak-ing it possible to perceive minute details and epic grandness, digitalization has made possible the careful construction of a cinema of impossible scale—and for the creation of an atmosphere that is graphically “clean” and carefully con-trolled down to the most microscopic, barely perceptible detail.

They also cause them to ponder their relationship to “the end”

If identification with the object is ex-hilarating, it is also, at moments, fright-ening.

A more specific framework for ana-lyzing female scientists emerges when drawing on studies across fiction genres.

While previous scholarship gener-ally considers audiences’ reactions to the representations of scientists and ex-perts within non-fiction programming, the scholarship on their representations in fiction programming garners a little more depth of inquiry.

Scientists of all types—doctors, fo-rensics experts, chemists, biologists, physicists, and others—appear regularly throughout television programming.

The Big Bang Theory offers a unique moment to explore the representations of female scientists within the situa-tion comedy

Starting with the third and fourth sea-sons, The Big Bang Theory introduced more regular female characters as love interests for the main characters.

UNLIKE SCIENCE FICTION AND POLICE PROCEDURALS,the situation comedy genre historically has offered few, if any, represen-tations of female scientists.

Bernadette’s and Amy’s scientific careers set them up as suitable partners for their accomplished boyfriends, but these careers become fodder for the developments of their relationships.

While both Bernadette and Amy pos-sess achievements as scientists as part of their characters, sharp contrasts appear in those representations.

Both Bernadette and Amy earn rec-ognition for their achievements in their fields.

While discussions of work become one way to show their professional roles, another way lies in showing these characters performing their professional roles in a work setting.

Amy’s discussions of her expertise and her work appear more frequently throughout the show.

Because Bernadette and Amy work as scientists, they both have the potential to contribute to the discussions among the friends about their own work and to share their own observations based on scientific inquiry.

The professional aspirations for fe-male characters thus become an oppor-tunity for ridicule within situation com-edies.

A professional role refers to a char-acter’s job or occupation outside the home.

Unlike other television genres, the situation comedy offers the opportunity to push the boundaries of these repre-sentations in terms of female scientists through their professional roles, their gender roles, and their intelligence.

A hegemonic tension operates throughout situation comedies and pro-vides a flexible boundary along which these tensions humorously play out.

Among all these studies, few focus on scientists generally and female scien-tists specifically in situation comedies.

A third theme centers on work-life balance, in that female scientists strug-gle to find equilibrium (Long et al. 359).

Many scholars see the job of rhetorical pedagogy as helping students to forge real relationships with publics and counterpublics.

The idea that architecture regulates is found at the core of much urban planning and geography scholarship,

Despite this deep theoretical understanding of the powerful role that archi-tecture plays in crafting experience

If a molecule is too big, you give it to the chemists. The chemists, for them, if the molecule is too big or the system gets too big, you give it to the biologists. And if it gets too big for them, they give it to the psychologists, and finally it ends up in the hands of the literary critic, and so on.