RT @LChoshen@twitter.com

🧞‍♂️Human annotations for free🥳

As each one reinvents their annotation process GENIE🧞
Just decided to standardize the whole process (API MTurk...)
Upload your process and
the next papers would be able to exactly replicate
And they pay for annotation!

#EMNLP2022livetweet

🐦🔗: https://twitter.com/LChoshen/status/1601799054518018048

RT @d_aumiller@twitter.com

And the final #EMNLP2022livetweet from the morning: Aviv Slobodkin explaining the general idea behind their new task of what they call "controlled text reduction".
Interesting similarities to QA, but also exciting avenue to take summarization research to the next level.

🐦🔗: https://twitter.com/d_aumiller/status/1601511908322193408

Simplification for cognitive disabilities

Simplifying for specific disabilities, not to undefined readers

they propose 1⃣st
Dataset
Needed operations taxonomy
Model

@Eytan_Chamovitz@twitter.com @AbendOmri@twitter.com @nlphuji@twitter.com
#EMNLP2022livetweet (in delay)

🧞‍♂️Human annotations for free🥳

As each one reinvents their annotation process GENIE🧞
Just decided to standardize the whole process (API MTurk...)
Upload your process and
the next papers would be able to exactly replicate
And they pay for annotation!

#EMNLP2022livetweet

Efficient finetuning can predict transferrability
Tuning changes some weights
If different weights are changed similarly -> similar tasks
Indeed this predicts inter-training improvements better than previous works
link👇
@wangchunshu@twitter.com @JulianMcauley@twitter.com @XuCanwen@twitter.com
#EMNLP2022livetweet

Comics is a language (keynote)🧵

language has many modalities that often mix
(fig text+images but also speech, sign...)
let's understand the language of paintings

#EMNLP2022livetweet @neilcohn

Comics is a language (keynote)🧵

language has many modalities that often mix
(fig text+images but also speech, sign...)
let's understand the language of paintings

#EMNLP2022livetweet @visual_linguist@twitter.com

Second day at #EMNLP2022. My personal favorite of the day: Razvan Pascanu's keynote at the Multilingual Representation Learning Workshop. Some ideas here will inform the next decade, I believe. #EMNLP2022livetweet

Methapor dataset with some twists
They annotated Spanish 117K tokens (3.6K sentences) for being metaphoric or not

🟦new dataset
🟦2-10% of sentences have a metaphor🤨
🟦Cross lingual - SoTA on Spanish, and they didn't even multitask

#EMNLP2022livetweet #CoNLL2022
linkes👇

Tydip: a dataset of politeness in 9 languages

Reasonable agreement and classification scores based on it

Anirudh Srinivasan @eunsolc@twitter.com
https://arxiv.org/abs/2211.16496
https://underline.io/events/342/sessions/13930/lecture/65969-tydip-a-dataset-for-politeness-classification-in-nine-typologically-diverse-languages
#EMNLP2022livetweet #CoNLL2022

The old man the ship? Easy

LMs underestimate the surprisal of garden path sentences and syntax
Controlling for words complexity (lexical)

@sArehalli@twitter.com @linguistbrian@twitter.com @tallinzen@twitter.com
https://arxiv.org/abs/2210.12187
https://underline.io/events/342/posters/12852/poster/66609-syntactic-surprisal-from-neural-models-predicts,-but-underestimates,-human-processing-difficulty-from-syntactic-ambiguities
#EMNLP2022livetweet #CoNLL2022

Mismatches between LMs and humans

Jhon/Johanna knew Robert\a hated *him*

Humans&GPTs find "him" surprising after Johana
But GPTs are also surprised when they shouldn't be

@Forrest_L_Davis@twitter.com
(No arXiv?)
https://underline.io/events/342/posters/12852/poster/66600-incremental-processing-of-principle-b-mismatches-between-neural-models-and-humans
#EMNLP2022livetweet #CoNLL2022

Semantics is not only BERT
DALLE-2:
Instead of disambiguating uses information from all meanings of the words simultaneously

(cool pictures that we #NLProc don't usually have as a bonus)
https://arxiv.org/abs/2210.10606
@RoyiRassin@twitter.com @ravfogel@twitter.com @yoavgo@twitter.com
#EMNLP2022livetweet #CoNLL2022

I will be at @emnlpmeeting@twitter.com & @conll_conf@twitter.com say hi

I will be tweeting under #EMNLP2022livetweet or #EMNLP2022 or #CoNLL or #CoNLLlivetweet2022

If it spams you, mute it (or wait a week 😉)
https://help.twitter.com/en/using-twitter/advanced-twitter-mute-options