Marktechpost

JANUARY 4, 2024

The development of Large Language Models (LLMs), such as GPT and BERT, represents a remarkable leap in computational linguistics. The computational intensity required and the potential for various failures during extensive training periods necessitate innovative solutions for efficient management and recovery.

Computational Linguistics 120

Computational Linguistics Large Language Models LLM BERT 120

Topbots

JUNE 15, 2023

Language Disparity in Natural Language Processing This digital divide in natural language processing (NLP) is an active area of research. 70% of research papers published in a computational linguistics conference only evaluated English.[ Association for Computational Linguistics. Shijie Wu and Mark Dredze.

Natural Language Processing 59

Natural Language Processing Computational Linguistics NLP ChatGPT 59

Sebastian Ruder

NOVEMBER 14, 2022

Research models such as BERT and T5 have become much more accessible while the latest generation of language and multi-modal models are demonstrating increasingly powerful capabilities. Opportunity #3: Specialization Rich Sutton highlights a bitter lesson for the field of AI research: "The great power of general purpose methods [.]

Natural Language Processing 52

Natural Language Processing NLP Computational Linguistics BERT 52

Applied Data Science

DECEMBER 23, 2022

The first computational linguistics methods tried to bypass the immense complexity of human language learning by hard-coding syntax and grammar rules in their models. Games are fun; but this is only part of the reason of why AI researchers are obsessed with them. What happened?

Neural Network 52

Neural Network Data Science AI AI 52