Multimodal Deep Multipage Document Classification using both Image and Text
Author(s): Qaisar Tanvir Originally published on Towards AI. Document AI using python and Tensorflow, using CNN (for image) and BERT (for text), and combining both in a multimodal model to get the best of both worlds Inspired from : https://link.springer.com/chapter/10.1007/978-3-030-43823-4_35 The conventional …
Unveiling and Addressing Bias in Natural Language Processing
Author(s): Yunzhe Wang Originally published on Towards AI. Understanding and mitigating bias in word embeddings and their implications on AI fairness image by Midjourney The rapid growth of artificial intelligence (AI) and natural language processing (NLP) in recent years has transformed various …
Introduction to Deep Learning Part 2: RNNs and LTSM
Author(s): Koza Kurumlu Originally published on Towards AI. Welcome to Part 2 of my Introduction to Deep Learning series. In the last article, we covered the perceptron, neural networks, and how to train them. In this blog post, we will introduce different …
From Pre-RNNs to GPT-4: How Large Language Models are Changing NLP
Author(s): Hitesh Hinduja Originally published on Towards AI. Introduction Large Language Models (LLMs) are currently a popular topic of discussion across various social media platforms such as LinkedIn and Twitter. Their prevalence is evident from the fact that ChatGPT has already made …
H2Oai releases Fully OpenSourced GPT
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. h2oGPT-20B, h2oGPT-12B v1, and h2oGPT-12B v2 models have been released with Apache 2.0 license (Completely free for even commercial use case) On April 21st, H2O.ai decided to make a splash in …
Revolutionizing Mental Health Triage with NLP: The Dawn of a New Era
Author(s): Cezary Gesikowski Originally published on Towards AI. Discover How ChatGPT and Other LLMs Are Transforming Mental Health Detection Through Sentiments and Linguistic Patterns in Text-Based User Content “Plasticity is an intrinsic property of the human brain and represents evolution’s invention to …
From Synonyms to GPT-3: The Ultimate Guide to Text Augmentation for Improving Minority Class Labels in NLP
Author(s): Harshmeet Singh Chandhok Originally published on Towards AI. Image by vectorjuice on Freepik “In NLP, we often encounter problems related to class imbalance, where minority classes are underrepresented in the training data. Text augmentation techniques can help address this issue, improving …
Integrate Mini-ChatGPT in Your Commercial Application Using LangChain
Author(s): Serop Baghdadlian Originally published on Towards AI. How can we use it from Langhcain? Forget OpenAI API and start using the newly released commercial LLM GPT4all-J on Langchain Screenshot by the author from GPT4all Langchain is increasingly becoming the preferred framework …
Fine Tune GPT Models Using Lit-Parrot by Lightening-AI
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. BYOD Bring Your Own Data! and Let's Train on Your GPU Lit-Parrot is a hackable implementation of state-of-the-art open-source large language models: StabilityAI StableLMEleutherAI PythiaTogether RedPajama-INCITETII UAE Falcon Lit-Parrot has been …
Navigating the Changing Landscape of AI: Felix Tao’s Journey from Researcher to CEO
Author(s): Louis Bouchard Originally published on Towards AI. From GPT3 to AGI, AI Agents, LLMs and more… Join us for an engaging episode as we delve into the fascinating world of AI with Felix Tao, CEO of Mindverse AI. With years of …
WizardLM: Fully Open-source Automated Instruction Data Generator
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. Automate tedious steps of instruction-based training data generation Instruction tuning on open-domain LLMs (LLaMA, MPT, Falcon) has worked fantastically! But manually creating instruction data is really time-consuming and humans are lazy …
What Sets GENSIM Apart from Other NLP Tools: A Comprehensive Guide
Author(s): Tushar Aggarwal Originally published on Towards AI. {This article was written without the assistance or use of AI tools, providing an authentic and insightful exploration of GENSIM} by Tushar-Aggarwal.com The GENSIM library is an open-source package that provides an efficient and …
ReWoo: How to Decouple Reasoning of Language Models
Author(s): Reza Yazdanfar Originally published on Towards AI. Read this short, simple section, you'll get if this article suits you or not!! ???? Photo by Digital Content Writers India on Unsplash ALM = ability of reasoning + reinforcement tools ALM: Augmented Language …
The What’s AI Podcast Episode 15: Luis Serrano on AI Education and LLMs
Author(s): Louis Bouchard Originally published on Towards AI. Forget PIP, Conda, requirements.txt! Use Poetry Instead And Thank Me Later Bex T. in Towards AI Pain-free dependency management is finally here·8 min read·Jun 24 1.3K 16 … Read the full blog for free …
Can ChatGPT beat DeepPavlov in Natural Language Understanding tasks?
Author(s): Vasily Konovalov Originally published on Towards AI. Whether you can use ChatGPT to build any Natural Language Processing (NLP) model for your application? In this article, I compare the DeepPavlov model’s performance with ChatGPT on selected GLUE tasks. The Natural Language …
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