Topbots

JUNE 15, 2023

70% of research papers published in a computational linguistics conference only evaluated English.[ In Findings of the Association for Computational Linguistics: ACL 2022 , pages 2340–2354, Dublin, Ireland. Association for Computational Linguistics. Association for Computational Linguistics.

Natural Language Processing 59

Natural Language Processing Computational Linguistics NLP ChatGPT 59

Sebastian Ruder

AUGUST 18, 2019

2013 ) learned a single representation for every word independent of its context. Major themes Several major themes can be observed in how this paradigm has been applied: From words to words-in-context  Over time, representations incorporate more context. Early approaches such as word2vec ( Mikolov et al.,

NLP 75

NLP BERT Natural Language Processing Computational Linguistics 75

Sebastian Ruder

DECEMBER 6, 2021

2013 ), MCScript ( Modi et al., RC Olympics: The many domains of reading comprehension Datasets in the Fiction domain typically require processing narratives in books such as NarrativeQA ( Kočiský et al., 2018 ), Children's Book Test ( Hill et al., 2016 ), and BookTest ( Bajgar et al., 2020 ) and Polish 'Did you know?'

BERT 52

BERT NLP Natural Language Processing Computational Linguistics 52

Explosion

DECEMBER 17, 2013

I wrote this blog post in 2013, describing an exciting advance in natural language understanding technology. The derivation for the transition system we’re using, Arc Hybrid, is in Goldberg and Nivre (2013). TACL 2013] However, I wrote my own features for it. This prevents us from doing a bunch of costly copy operations.

Python 45

Python Algorithm NLP Computational Linguistics 45

ML Review

MARCH 5, 2019

vector: Probing sentence embeddings for linguistic properties. In Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) (Vol. Star our repo: ai-distillery And clap your little hearts out for MTank ! References Harris, Z. Distributional structure. Word, 10(2–3), 146–162.

AI 40

AI AI Computer Vision Computational Linguistics 40

NLP People

JULY 24, 2019

The 57th Annual Meeting of the Association for Computational Linguistics (ACL 2019) is starting this week in Florence, Italy. The universal linguistic principle behind word embeddings is distributional similarity: a word can be characterized by the contexts in which it occurs. Goldberg and G. Hirst (2017). Mikolov et al.

NLP 52

NLP Neural Network Deep Learning Natural Language Processing 52