CompressedBART: Fine-Tuning for Summarization through Latent Space Compression (Paper Review/Described)
Author(s): Ala Alam Falaki Originally published on Towards AI. Paper title: A Robust Approach to Fine-tune Pre-trained Transformer-based Models for Text Summarization through Latent Space Compression. βCan we compress a pre-trained encoder while keeping its language generation abilities?βThis is the main question …
Building Customized Chatbots for the Web Using gpt-3.5-turbo, the Real Language Model Behind ChatGPT
Author(s): LucianoSphere Originally published on Towards AI. Summary, source code ready to use, and an example chatbot to go play with right away OpenAI released yesterday API endpoints for Whisper, their speech recognition engine, and for GPT-3.5-turbo, which, as explained on their …
Memorizing Transformer
Author(s): Reza Yazdanfar Originally published on Towards AI. How To Scale Transformersβ Memory up to 262K Tokens With a Minor Change?Extending Transformers by memorizing up to 262K tokens This article is a fabulous attempt to leverage language models in memorizing information by …
How To Scale Transformersβ Memory up to 262K Tokens With a Minor Change?
Author(s): Reza Yazdanfar Originally published on Towards AI. Extending Transformers by memorizing up to 262K tokens This member-only story is on us. Upgrade to access all of Medium. This article is a fabulous attempt to leverage language models in memorizing information by …
Demystifying AI for everyone: Part 1 -NLP Basics
Author(s): Himanshu Joshi Originally published on Towards AI. In the age of ChatGPT, let's start with the basics Over the years, we humans have devised ways to communicate effectively with each other. One of the ways to communicate, and the most used …
Demystifying AI for everyone: Part 1 -NLP Basics
Author(s): Himanshu Joshi Originally published on Towards AI. In the age of ChatGPT, let's start with the basics Over the years, we humans have devised ways to communicate effectively with each other. One of the ways to communicate, and the most used …
LLMs Encode Clinical Knowledge: A Quick Review
Author(s): Ronny Polle Originally published on Towards AI. Outline Introduction Contributions Limitations Conclusion References Introduction In the field of medicine, language is an enabler of key interactions for and between clinicians, researchers, and patients. This provides opportunities for leveraging LLMs for modeling …
Text Analysis with Pandas Guide
Author(s): Fares Sayah Originally published on Towards AI. Hands-On guide on how to use Pandas to perform analysis on textual data Photo by Stone Wang on Unsplash Most of the time raw data comes in a form that makes analysis difficult. Python …
NLP Use Case With AWS Comprehend
Author(s): Shravankumar Hiregoudar Originally published on Towards AI. This article covers concepts of Natural Language Processing and how to derive insights from text data using the components of AWS Comprehend. Photo by Robert Collins on Unsplash The topic of discussion! 1. The …
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 …
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 …
TextBlob vs. VADER for Sentiment Analysis Using Python
Author(s): Amy @GrabNGoInfo Originally published on Towards AI. Join Medium with my referral link – Amy @GrabNGoInfo This member-only story is on us. Upgrade to access all of Medium. A comparison of sentiment scores between TextBlob and VADER Photo by U+1F1F8U+1F1EE Janko …
How to Use Natural Language Processing to Enhance Your Product
Author(s): Rijul Singh Malik Originally published on Towards AI. Natural Language Processing Want to use Natural language processing in your product? Read below Photo by Nicolas Lafargue on Unsplash Natural language processing is a branch of artificial intelligence that focuses on understanding …
Text Similarity using K-Shingling, Minhashing, and LSH(Locality Sensitive Hashing)
Author(s): Supriya Ghosh Originally published on Towards AI. Natural Language Processing Text similarity plays an important role in Natural Language Processing (NLP) and there are several areas where this has been utilized extensively. Some of the applications include Information retrieval, text categorization, …
OpenAI Threw Resources at Book Summarization Task (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. Explain the βRecursively Summarizing Books with Human Feedbackβ paper and its effectiveness. Photo by MikoΕaj on Unsplash You might be familiar …
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