Sebastian Ruder

FEBRUARY 23, 2023

This post gives a brief overview of modularity in deep learning. Fuelled by scaling laws, state-of-the-art models in machine learning have been growing larger and larger. We give an in-depth overview of modularity in our survey on Modular Deep Learning. Case studies of modular deep learning.

Deep Learning 52

Deep Learning NLP Computer Vision Metadata 52

NLP People

MAY 18, 2018

Key areas of their activity include text analytics, machine translation, human-robot interaction , and digital content creation. EDUCATION MSc Cognitive Systems University of Potsdam offers a two-year Master’s program that combines computational linguistics, machine learning, and knowledge representation and reasoning.

NLP 52

NLP Computational Linguistics Data Mining Natural Language Processing 52

The Stanford AI Lab Blog

JANUARY 21, 2022

Deep learning has enabled improvements in the capabilities of robots on a range of problems such as grasping 1 and locomotion 2 in recent years. However, building the quintessential home robot that can perform a range of interactive tasks, from cooking to cleaning, in novel environments has remained elusive.

Robotics 40

Robotics Computational Linguistics BERT Computer Vision 40

NLP People

APRIL 10, 2019

Several labs have natural language processing and understanding as research areas such as Artificial Intelligence Laboratory , lead Boi Faltings , the Data Science Lab lead by Robert West and the Machine Learning and Optimization Laboratory , lea d by Martin Jaggi.

NLP 52

NLP Computational Linguistics Natural Language Processing Data Mining 52

Bugra Akyildiz

JULY 16, 2023

The PromptCraft-Robotics repository serves as a community for people to test and share interesting prompting examples for large language models (LLMs) within the robotics domain. Natural language processing (NLP) or computational linguistics is one of the most important technologies of the information age.

LLM 52

LLM Chatbots Neural Network Large Language Models 52

Viso.ai

JULY 18, 2024

Machine learning especially Deep Learning is the backbone of every LLM. Emergence and History of LLMs Artificial Neural Networks (ANNs) and Rule-based Models The foundation of these Computational Linguistics models (CL) dates back to the 1940s when Warren McCulloch and Walter Pitts laid the groundwork for AI.

Large Language Models 52

Large Language Models Neural Network Natural Language Processing BERT 52

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