Bugra Akyildiz

JULY 16, 2023

Articles LLM Arena You want to use a chatbot or LLM, but you do not know which one to pick? Assignments will include the basics of reinforcement learning as well as deep reinforcement learning — an extremely promising new area that combines deep learning techniques with reinforcement learning.

LLM 52

LLM Chatbots Neural Network Large Language Models 52

AssemblyAI

SEPTEMBER 18, 2023

These feats of computational linguistics have redefined our understanding of machine-human interactions and paved the way for brand-new digital solutions and communications. LLMs leverage deep learning architectures to process and understand the nuances and context of human language. LLMs generate text.

Large Language Models 130

Large Language Models BERT Auto-complete LLM 130

ODSC - Open Data Science

APRIL 3, 2023

QA is a critical area of research in NLP, with numerous applications such as virtual assistants, chatbots, customer support, and educational platforms. Iryna is co-director of the NLP program within ELLIS, a European network of excellence in machine learning. SQuARE is a research project that aims to make QA research more accessible.

Neural Network 117

Neural Network Natural Language Processing NLP Computational Linguistics 117

Mlearning.ai

FEBRUARY 6, 2023

People won't be able to cheat using chatbots with these tools around, right? In this article, I am to break down some of these issues around model-based chatbot detection. The first problem is when someone simply takes inspiration from a chatbot or heavily paraphrases the chatbot [3].

Explainable AI 52

Explainable AI Explainability ChatGPT Chatbots 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

Topbots

JANUARY 30, 2023

In the past, the Deep Learning community solved the data shortage with self-supervision — pre-training LLMs using next-token prediction, a learning signal that is available “for free” since it is inherent to any text. Association for Computational Linguistics. [2] Association for Computational Linguistics. [4]

Large Language Models 52

Large Language Models Computational Linguistics LLM Natural Language Processing 52

Applied Data Science

DECEMBER 23, 2022

In our review of 2019 we talked a lot about reinforcement learning and Generative Adversarial Networks (GANs), in 2020 we focused on Natural Language Processing (NLP) and algorithmic bias, in 202 1 Transformers stole the spotlight. As humans we do not know exactly how we learn language: it just happens.

Neural Network 52

Neural Network Data Science AI AI 52