Allen AI

JULY 8, 2023

NLPositionality: Characterizing Design Biases of Datasets and Models Sebastin Santy, Jenny Liang, Ronan Le Bras*, Katharina Reinecke, Maarten Sap* Design biases in NLP systems, such as performance differences for different populations, often stem from their creator’s positionality, i.e., views and lived experiences shaped by identity and background.

Computational Linguistics 52

Computational Linguistics NLP Explainability AI Research 52

Viso.ai

JULY 18, 2024

With the advent of platforms like ChatGPT, these terms have now become a word of mouth for everyone. LLMs apply powerful Natural Language Processing (NLP), machine translation, and Visual Question Answering (VQA). Introduction of Word Embeddings The introduction of the word embeddings initiated great progress in LLM and NLP.

Large Language Models 52

Large Language Models Neural Network Natural Language Processing BERT 52

Bugra Akyildiz

JULY 16, 2023

ChatRWKV is like ChatGPT but powered by my RWKV (100% RNN) language model, which is the only RNN (as of now) that can match transformers in quality and scaling, while being faster and saves VRAM. 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

Topbots

JANUARY 30, 2023

400k AI-related online texts since 2021) Disclaimer: This article was written without the support of ChatGPT. In the last couple of years, Large Language Models (LLMs) such as ChatGPT, T5 and LaMDA have developed amazing skills to produce human language. Association for Computational Linguistics. [2] 10.48550/arXiv.2212.08120.

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. ChatGPT is a smaller cousin of GPT-3 customised for chatting. What happened?

Neural Network 52

Neural Network Data Science AI AI 52

Ehud Reiter

DECEMBER 15, 2024

And partially because Chapter 7 discusses Francesco’s evaluation of the system in real-world clinical usage; this kind of evaluation is very rare in NLP (and its just in the thesis, its not described in any of Francesco’s papers). Linguistically Communicating Uncertainty in Patient-Facing Risk Prediction Models.

NLP 118

NLP Computational Linguistics Machine Learning Explainability 118

ML @ CMU

SEPTEMBER 22, 2023

Overview In the era of ChatGPT, where people increasingly take assistance from a large language model (LLM) in day-to-day tasks, rigorously auditing these models is of utmost importance. Trends Human Computer Interaction. [2] Adaptive Testing and Debugging of NLP Models. In CHI Conference on Human Factors in Computing Systems.

Computational Linguistics 105

Computational Linguistics LLM Large Language Models Algorithm 105