NLP People
OCTOBER 9, 2018
In the past years, the tech world has seen a surge of NLP applications in various areas including adtech, publishing, customer service and market intelligence. To put it simply – NLP is wildly adopted with wildly variable success (let’s assume a working definition of success in terms of quality and ROI).
Ehud Reiter
OCTOBER 10, 2023
BLEU survey: better presentation of results Another example is my 2018 paper which presented a structured survey of the validity of BLEU; this was published in Computational Linguistics journal. Motivated by the structured surveys I had seen in medicine, I decided to the same thing in NLP.
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NLP People
JANUARY 2, 2019
Hundreds of researchers, students, recruiters, and business professionals came to Brussels this November to learn about recent advances, and share their own findings, in computational linguistics and Natural Language Processing (NLP). BERT is a new milestone in NLP. 7-Have we Finally Solved Machine Translation?
Sebastian Ruder
AUGUST 18, 2019
This post expands on the NAACL 2019 tutorial on Transfer Learning in NLP. In the span of little more than a year, transfer learning in the form of pretrained language models has become ubiquitous in NLP and has contributed to the state of the art on a wide range of tasks. However, transfer learning is not a recent phenomenon in NLP.
AWS Machine Learning Blog
MAY 22, 2023
Amazon EBS is well suited to both database-style applications that rely on random reads and writes, and to throughput-intensive applications that perform long, continuous reads and writes. """, """ Amazon Comprehend uses natural language processing (NLP) to extract insights about the content of documents.
Sebastian Ruder
JANUARY 24, 2022
2021) 2021 saw many exciting advances in machine learning (ML) and natural language processing (NLP). If CNNs are pre-trained the same way as transformer models, they achieve competitive performance on many NLP tasks [28]. Popularized by GPT-3 [32] , prompting has emerged as a viable alternative input format for NLP models.
Marek Rei
OCTOBER 4, 2019
The growth of interest in NLP technology, fuelled largely by investment in AI applications, has been accompanied by unprecedented expansion of the preeminent NLP conferences: ACL, NAACL and EMNLP in particular. We illustrate the count of authors per country for ACL, NAACL, EMNLP, COLING and CoNLL 2018 with the chloropleth maps below.
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