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by emilymbender on 2021-01-23 (UTC).

Camera ready complete & available!

On the Dangers of Stochastic Parrots: Can Language Models Be Too Big? 🦜https://t.co/CSMZPlJd8h

To appear in #FAccT2021 w/@timnitGebru @mcmillan_majora and Shmargaret Shmitchell

cc: @mmitchell_ai

β€” Emily M. Bender (@emilymbender) January 23, 2021
researchethics
by ylecun on 2021-01-22 (UTC).

Sad to see that only 37% of the French population sees AI and automation as being "good for society."

It is "very French" to see the worst in everything, but one can't miss out on the next industrial revolution.

Thankfully, young people are much more positive than their elders. https://t.co/81coVJoCPg

β€” Yann LeCun (@ylecun) January 22, 2021
misc
by GoogleAI on 2021-01-22 (UTC).

Introducing an improved system for automated transliteration of place names in Google Maps that yields high accuracy and wide coverage for 10 different Indian languages, greatly improving search and discovery for Indian language users. Learn more below: https://t.co/mTGbYmxTIq

β€” Google AI (@GoogleAI) January 22, 2021
surveynlp
by kdpsinghlab on 2021-01-22 (UTC).

Situation: The AUC is 0.65.

Clinician: But you left out this key variable! In our analyses, it has a p-value of 0.001 with an odds ratio of 1.2, a pretty important predictor!! No wonder the AUC isn't higher.

*Variable added*

Situation: The AUC is 0.65.

β€” Karandeep Singh (@kdpsinghlab) January 22, 2021
misctip
by yudapearl on 2021-01-22 (UTC).

Extremely encouraging to see causal graphs trickling into NLP, enforcing my speculation that " learning from the way causal reasoning was domesticated, would benefit researchers in other area of AI, including vision and NLP."
(in https://t.co/GCeYu5nEol). https://t.co/GP9xHQGhGd

β€” Judea Pearl (@yudapearl) January 22, 2021
nlpresearchcausal
by ajmooch on 2021-01-22 (UTC).

Normalizer-Free ResNets: Our ICLR2021 paper w/ @sohamde_& @SamuelMLSmith

We show how to train deep ResNets w/o *any* normalization to ImageNet test accuracies competitive with ResNets, and EfficientNets at a range of FLOP budgets, while training faster.https://t.co/2WMhCkaxJh pic.twitter.com/nwF7lT25BK

β€” Andy Brock (@ajmooch) January 22, 2021
researchcv
In a group with 3 other tweets.
by _inesmontani on 2021-01-22 (UTC).

πŸ”₯ Coming soon to @spacy_io v3 and https://t.co/j3J6mQr8AN πŸ”₯

◾️ span categorizer component to predict labels for overlapping spans & phrases
◾️ annotation mode for overlapping spans
◾️ mix with classic NER or custom suggestion logic
◾️ efficient Doc.spans data structure pic.twitter.com/ZRTCRua9fJ

β€” Ines Montani 〰️ (@_inesmontani) January 22, 2021
nlptool
by caseorganic on 2021-01-22 (UTC).

Over 700,000 paintings from the Rijksmuseum are being released under Creative Commons 1.0 Universal (CC0 1.0) Public Domain Dedication https://t.co/4DiGP6Hu0j pic.twitter.com/QPBg8aYyN9

β€” Amber Case (@caseorganic) January 22, 2021
datasetcv
by GoogleAI on 2021-01-21 (UTC).

Introducing Room-Across-Room (RxR) β€” the first multilingual dataset for vision-and-language navigation β€” and the associated RxR challenge, which encourages the ML community to train and evaluate their own instruction following agents. Learn more at https://t.co/hHGiPtmdSl pic.twitter.com/ex3LkxCuX2

β€” Google AI (@GoogleAI) January 21, 2021
datasetcvnlp
by mathbabedotorg on 2021-01-21 (UTC).

Getting a job is an arms race of algorithms, and not the only one: think about the essay grading algorithms and the essay producing ones! https://t.co/cjz9B1tqwR

β€” Cathy O'Neil (@mathbabedotorg) January 21, 2021
misc
by chrisalbon on 2021-01-21 (UTC).

Me at work: "Remember to use just enough complexity to get it done."

My side projects: pic.twitter.com/LXIdCMGoUu

β€” Chris Albon (@chrisalbon) January 21, 2021
humour
by drob on 2021-01-21 (UTC).

dplyr's killer app is that you can write code that generates SQL, so you don't have to switch your approach halfway through an analysis

The siuba package brings this to Python! https://t.co/3egEb1b6QY@chowthedog #rstudioglobal pic.twitter.com/BYis4dkIiS

β€” David Robinson (@drob) January 21, 2021
toolpythonrstats
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