Top 5 NLP Libraries To Use in Your Projects
Author(s): Rijul Singh Malik Originally published on Towards AI. A Blog on the most used NLP Libraries Photo by Christina @ wocintechchat.com on Unsplash NLP is one of the hottest fields in AI. There are numerous top-notch libraries to help you with …
Sentiment Analysis on Solar Energy With NLP And Python
Author(s): Dennis Niggl Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. “When captured electronically, customer sentiment — expressions beyond facts, that convey mood, opinion, and emotion — carries immense business value. We’re talking …
Trends in AI — June 2022
Author(s): Sergi Castella i Sapé Originally published on Towards AI. Top highlight Multi-modal multi-task Reinforcement Learning from Deepmind’s Gato shell-shocked AGI predictions. DALLE·2 has new competition from Imagen by Google. Is reasoning with LLM’s around the corner when we ask them to …
Mathematical Reasoning With AI
Author(s): Teemu Maatta Originally published on Towards AI. New neural theorem proving techniques lead towards AGI. This member-only story is on us. Upgrade to access all of Medium. Photo by Louis Vanleer on Unsplash Introduction Mathematics is a challenge to AI research …
Examples of Information Retrieval Application on Image and Text
Author(s): Haryo Akbarianto Wibowo Originally published on Towards AI. Information Retrieval in Image and Text use-case Photo by NASA on Unsplash Hello, welcome to my second blog post. In this post, I want to write what I shared when I got invited …
Trends in AI — May 2022
Author(s): Sergi Castella i Sapé Originally published on Towards AI. A monthly selection of news and research papers: open-source DALLE·2, Meta openly shares a 175B GPT-3 clone, Video Diffusion Models, Autoregressive Search Engines, Adversarial backdoor attacks, and more. Image by Zeta Alpha. …
Create Indonesian Recipe Generator by Fine-tuning T5, BART, and GPT-2
Author(s): Haryo Akbarianto Wibowo Originally published on Towards AI. An Indonesian recipe generator Deep Learning model trained by fine-tuning pre-trained models such as T5, BART, and GPT-2 Preview Image is from Unsplash by Brooke Lark Hello Everyone! Welcome to my first technical …
Deploy HuggingFace NLP Models in Java With Deep Java Library
Author(s): Kexin Feng Originally published on Towards AI. A step-by-step demonstration with HuggingFace question answering model. Authors: Kexin Feng, Cheng-Che Lee HuggingFace is one of the most popular natural language processing (NLP) toolkits built on top of PyTorch and TensorFlow. It has …
ICLR 2022 — A Selection of 10 Papers You Shouldn’t Miss
Author(s): Sergi Castella i Sapé Originally published on Towards AI. Hopefully the last big virtual-only AI conference of the year? The International Conference on Learning Representations is here and it’s packed with high-quality R&D: more than a thousand papers, 19 workshops, and …
Using AI to Analyze Speech
Author(s): Diego Unzueta Originally published on Towards AI. Applying NLP to analyze a podcast and making a web-app This member-only story is on us. Upgrade to access all of Medium. Adapted from Sarah Pflug Burst and Lukas Blazek on Unsplash Natural language …
Transformers: What Are They and How Can I Make One?
Author(s): Jonty Haberfield Originally published on Towards AI. A simple summary of Transformers for NLP tasks, and a guide to making a Transformer for text generation with PyTorch. This member-only story is on us. Upgrade to access all of Medium. Photo by …
Trends in AI — April 2022
Author(s): Sergi Castella i Sapé Originally published on Towards AI. Top highlight A monthly selection of ML research papers and news: NVidia’s new H100 GPU, 540 billion parameter PaLM from Google, Pathways, Kubric, Tensor Programs, Bootstrapping Reasoning With Reasoning, the Sparse all-MLP …
Understand your Customer Better with Sentiment Analysis
Author(s): Simoni Tyagi Originally published on Towards AI. image by the author “Your most unhappy customers are your greatest source of learning.” — Bill Gates In this cut-throat business world, companies look for strategies to keep their customer base satisfied and possibly …
Simple Text Classifier With Basic Machine Learning Model (Part-5)
Author(s): Md. Zubair Originally published on Towards AI. The easiest way to create a text classifier with a basic Machine Learning model for beginners This member-only story is on us. Upgrade to access all of Medium. Image by Author When I get …
SimCLS: A Simple Framework for Contrastive Learning of Abstractive Summarization (Paper Review/Explained)
Author(s): Ala Alam Falaki Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Figure 1. The overall introduced architecture by the paper. (taken from [1]) This paper was published in June 2021, not relatively …
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