Communications of the ACM
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How the “Frontier” Became the Slogan of Uncontrolled AI
Artificial intelligence (AI) has been billed as the next frontier of humanity: the newly available expanse whose exploration …
From The Noisy Channel
Contextual Query Understanding
So far, we’ve focused on understanding searchers based entirely on the words they type into the search box. But search doesn’t occur in a vacuum. In the next posts...
From My Biased Coin
Simulated Annealing for JPEG Quantization
I have a new paper on the arxiv (web page describing results, and full version** available) with two Harvard undergrads, Max Hopkins and Sebastian Wagner-Carrena...
From My Biased Coin
Grace Hopper College
I hadn't seen the news about Yale renaming Calhoun College to Hopper College; it just popped into one of my newslines here in the New York times. I guess I hadn't...
From The Noisy Channel
10 Things Everyone Should Know About Machine Learning
As someone who often finds himself explaining machine learning to non-experts, I offer the following list as a public service announcement. Machine learning means...
From The Noisy Channel
Autocomplete and User Experience
The previous post focused on how to determine the best autocomplete suggestions based on query probability and query performance. In this post, we’ll dive intoscope...
From The Noisy Channel
You’re absolutely right about the number of suggestions, of course.
You’re absolutely right about the number of suggestions, of course. And it’s a good reminder that autocomplete user experience deserves its own post, which I promise...
From The Noisy Channel
Autocomplete
In the past decade, autocomplete has become a required feature for search engines. Today, searchers who type into a search box expect to see autocomplete suggestions...
From The Noisy Channel
I agree with the judge about the balance of hardships, but that in itself wouldn’t have been…
I agree with the judge about the balance of hardships, but that in itself wouldn’t have been sufficient to grant the injunction. The judge also ruled that “hiQ...
From The Noisy Channel
On hiQ v. LinkedIn
On August 14th, US District Judge Edward M. Chen granted a preliminary injunction to hiQ Labs in its case against LinkedIn. While I agree with part of the judge...
From My Biased Coin
Best Post I've Read on the Google Memo
After the shout-out to Meena, she suggested I might have more to say on the issue of the Google memo. I (like I imagine so many others) have been following the...
From My Biased Coin
Shout-out to Meena Boppana
For some reason (Google*), I found myself thinking of former Harvard student Meena Boppana this week, and thought I'd link to some things, focusing on things she...
From The Noisy Channel
Here are a couple of relevant papers:
Here are a couple of relevant papers: Scaling Semantic Parsers with On-the-Fly Ontology Matching Ontology-Based Translation of Natural Language Queries to SPARQL...
From The Noisy Channel
Taxonomies and Ontologies
In order to understand queries, it’s important to ground that understanding in a knowledge base. Two common ways to represent a knowledge base are taxonomies and...
From My Biased Coin
Current Harvard Oddness
It's summer. And I'm now on sabbatical. So perhaps I shouldn't care about strange Harvard politics goings-on, but I can't help it. Here's the tl;dr version, which...
From My Biased Coin
Mitzenmacher and Upfal, 2nd Edition
The word is that the 2nd edition of our book is now (finally) available/in stock at Amazon. You can tell it's the 2nd edition, because the "Alice cover" is now...
From Blog@Ubiquity
In Praise of Spaghetti Code
Spaghetti code is not getting any respect. Software experts denigrate it; coding classes avoid it like the plague; and when students go out into the world, they...
From My Biased Coin
STOC General Comment Page
The 2017 STOC is over, and I thought it went very well. The new format ran with what seemed to me to be minimal to non-existent glitches, and overall it sounded...
From The Noisy Channel
Prithiviraj, thanks for the kind words.
Prithiviraj, thanks for the kind words. As for NER systems for English text only recognizing named entities in title case, that’s usually a function of how they...
From The Noisy Channel
Entity Recognition
In the previous post on query scoping, we discussed query tagging as a special case of named-entity recognition (NER). In this post, we’ll dive a little bit deeper...
From Blog@Ubiquity