Let’s Talk Turkey: A Word That’s Waddled Round the Globe

In this excerpt from a new book The Language of Food: A Linguist Reads the Menu , Stanford University professor Dan Jurafsky charts the complicated path the word turkey followed into English, then chases it with a slice of etymological pecan pie. Why does this bird always seem to be named after countries? The Spanish explorers called them gallopavo chicken-peacock , and sent them to Spain by The spread of turkeys through Europe was astonishingly rapid; by the mid s turkeys were already in England, France, Germany, and Scandinavia. The first few turkeys were brought over by the Spanish, but it was the Portuguese rather than the Spanish who did the most to introduce the turkey to Europe.

It’s not you, it’s me: Detecting flirting and its misperception in speed-dates

A blog post describing Socratic learning. Bailis at Stanford University we are trying to design the future of mobile sensor systems. We have seen a massive proliferation of autonomous, mobile sensing agents in recent years, and this growth promises to continue into the next decade.

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One of the Stanford trio, Dan Jurafsky, designed a flirtation-detection system based on established machine learning techniques. The learning system was trained on the transcripts of 1, speed dates, each lasting 4 minutes. The Stanford researchers concluded their detailed report on their work1 by describing their system as being “. This system facilitates the analysis of human perception and human interaction and provides a framework for understanding why humans perform so poorly on intention prediction In order for a computer program to be able to flirt successfully with a human conversation partner it is not only necessary for the software to be able to detect flirtatious behaviour by the human.

It must also be able to engage in flirtatious conversation itself. We plan to develop two flirtatious versions of our chatbot, one with a male persona and the other a female persona. At the same time we will be putting Do-Much-More through an extensive overhaul, with a regime of upgrades that will result in a quantum leap in conversational performance.

For more news about these exciting developments please visit us again from time to time. Detecting Flirting and its Misperception in Speed-Dates. All text and images on this site are copyrighted and cannot be reproduced without permission.

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Click here to listen to this podcast Speed dating is a popular way to find love. But how can you make a good impression in just a few minutes? With scientific analysis, of course. Because a study finds that people can form meaningful relationships quickly as long as they say the right thing and in the right way. The study is in the American Journal of Sociology.

Dr. Jurafsky says that the goal is to build systems that can understand emotions from speech. But some people are suggesting that this type of research may have practical uses. For example, an online dating site could recommend a potential match as friendly or not, based on recorded sample conversations.

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The Language of Food

If you think about speed dating—speed dating you get men and women together in an evening and everybody dates everybody else for four minutes—have these little conversations—and at the end if they like each other, they agree to exchange emails. Maybe the men are just desperate. Big data—but why use it for dating studies or to look at menus, we shall see.

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Dan Jurafsky, The Language of Food: A Linguist Reads the Menu. Dan Jurafsky is a Stanford University computational linguist who is fascinated by the way we talk about food. Turkey, turkey, sushi and ketchup One story, for example, explain how the turkey, which is native to Southern Mexico, came to be named for the country of Turkey in England and here in the U. Another chapter traces the origin of ketchup or sometimes catsup back to China and then around the world to the familiar red Heinz bottle buried in the back of your refrigerator.

Great stuff if you are interested in food, globalization, history or language. Menu Language and Economics The most thought-provoking ideas about wine actually came from the chapter of the language of restaurant menus.


The prediction model is built using the following steps Separated the corpus into training and test sets. The text was cleaned to separate sentences, remove numbers, twitter tags and html using quenteda package. Built ngrams and calculated the score of each ngram using Stupid Backoff method due to its superior speed and reasonable performance. Published the shiny model on the internet.

Speed vs Accuracy An effective text prediction application needs to be both accurate and fast. I suspect the real accuracy for similar texts may be lower over a larger test set.

If you want to win a woman’s heart, interrupt frequently and don’t talk about work. That is the conclusion of an analysis of 1, speed dates by scientists from Stanford University. Dan.

But those explanations ignore or downplay the role of communication, McFarland says. There is a great deal of uncertainty about the meaning of signals we send to other people, and how that plays into forging interpersonal connections. Is it all things that are psychological or in my head or is there actually something in how we hit it off? The four-minute date, the study finds, was enough time to forge a meaningful relationship—something that seemed to go beyond looks and motivation.

Participants in the study were graduate students at Stanford, and wore audio recording devices during their dates. The dates lasted four minutes each, and after they were done, the participants filled out a scorecard that, among other things, asked if he or she would like to go out on a real date with the person. If both parties said yes, a real date was set up. For the purposes of this study, the participants also filled out pre- and post-date surveys.

Women also reported clicking with male partners who interrupted them—not as a way to redirect the conversation but to demonstrate understanding and engagement, for example, by finishing a sentence or adding to it. Both genders reported clicking when their conversations were mainly about the women. So talking about the empowered party is a sensible strategy toward feeling connected.

Questions were used by women to keep a lagging conversation going and by men who had nothing to say. Successful dates, the paper notes, were associated with women being the focal point and engaged in the conversation, and men demonstrating alignment with and understanding of the women. Shared stories also indicated a sense of connection, as did speakers who showed enthusiasm by varying their speech to get louder and softer.

People who use the same kinds of function words are more likely to find a romantic match

Research on speed dating examines what makes couples ‘click’ in four minutes May 7, by Brooke Donald, Stanford University Stanford researchers studying how meaningful bonds are formed analyzed the conversations of heterosexual couples during speed dating encounters. Successful dates, the paper notes, were associated with women being the focal point and engaged in the conversation, and men demonstrating alignment with and understanding of the women.

That’s the question at the heart of new research by Stanford scholars Dan McFarland and Dan Jurafsky that looks at how meaningful bonds are formed. McFarland, a sociologist at Stanford’s Graduate School of Education, and Jurafsky, a computational linguist, analyzed the conversations of heterosexual couples during speed dating encounters to find out why some people felt a sense of connection after the meeting and others didn’t.

Their paper, “Making the Connection: But, he said, those explanations ignore or downplay the role of communication.

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Book Review: Jurafsky on The Language of Food (with implications for wine)

Published on November 30, Hot days are rare in San Francisco, so random strangers have been smiling at each other on Mission Street and the lines are extra-long on the sidewalks in front of the ice creameries. You may not be aware of the close relationships among these summer phenomena. Ice cream was invented by modifying a technology originally discovered for fireworks. And the way ice creams flavors are named turns out to have a surprising relationship with the evolutionary origin of the human smile.

While looking into how meaningful bonds are formed, Professors Daniel McFarland and Dan Jurafsky wondered why speed dating works for some but not for others.

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I’m Dan Iter.

Consumers increasingly rate, review and research products online Jansen, ; Litvin et al. Consequently, websites containing consumer reviews are becoming targets of opinion spam. While recent work has focused primarily on manually identifiable instances of opinion spam, in this work we s While recent work has focused primarily on manually identifiable instances of opinion spam, in this work we study deceptive opinion spam—fictitious opinions that have been deliberately written to sound authentic.

Based on feature analysis of our learned models, we additionally make several theoretical contributions, including revealing a relationship between deceptive opinions and imaginative writing.

Mcfarland teamed up with dan jurafsky, professor of linguistics at stanford, to study speed dating, the current rage among many singles, two of these heaps of treasure in grain were covered snug – two cloths to each.A long line wound right to the back of .

Share on Facebook Share on Twitter Women take charge on speed dates, while men cross their fingers and hope to be chosen, a study has found. Men also tended to be more sympathetic and supportive, researchers discovered. And even when they committed the unforgivable man-crime of interrupting their date, it was done sympathetically, contrary to the stereotype. US scientists analysed the language used by 20 men and 20 women who wore recording devices in the course of around four-minute speed dates, and questioned them about their dating experience.

The empowered party in this interaction is the woman. They used the word “I” more. Men talked about the woman more, they used the word “you” more. Men were much more supportive. They would sympathise more with problems, saying things like ‘Oh, that’s terrible’ or ‘sorry to hear that’, or ‘that’s too bad’. We thought interruption would usually be a sign of taking the floor and of being rude, but all of these interruptions were sympathetic interruptions.

They would stop someone and say, ‘Oh, that exactly happened to me too’. And people pick up on this awkwardness and mark these people as particularly awkward. The worst strategy a man could adopt was to talk about his work.

Women rule the roost in speed dating

Talking to Muppets, Challenges of Voice Interfaces for Kids by Oren Jacob Yesterday, we were happy to host the first ever conference on voice interfaces for the internet of things, Listen It was an exciting day, bringing together industry leaders in speech technology and IoT to discuss the future of our connected lives. Hosted at the beautiful Bluxome Street Winery in San Francisco, the sold out event was intimate and filled with engaging conversation and thought provoking debate, both on stage and off.

Why now is the time for voice interfaces. Walking backward in time, Adam discussed the technical history of Siri as well as how the vision of virtual personal assistants evolved over time. He wowed the audience with a video from on a concept from Apple where predicted a Siri like device 24 years in the future and was only off by 2 weeks.

Dan Jurafsky Stanford University Dan received a B.A in Linguistics in and a Ph.D. in Computer Science in , both from the University of California at Berkeley, and taught at the University of Colorado, Boulder from before coming to Stanford.

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If you are looking for a way out and have a good time, why not join a free dating website? You can reach quite easily and if you decide that the site is not for you, you can easily stop without worrying about contracts or money. You may not know that some of the online dating services Christian are not Christian but claim to be. Online dating and friendship sites also offer fun resources too like dating quizzes and many experts that you can ask questions.

From a common misunderstanding, misinterpretation of their signals, to meet the wrong people is commonplace in the online dating scene, and this type of problem can easily go from simple to complex.

1 – 1 – Course Introduction – Stanford NLP – Professor Dan Jurafsky & Chris Manning