• Skip to main content
  • Skip to primary sidebar
  • Skip to footer
  • Menu ItemTopbots logo
  • Topics
    • Computer Vision
    • Conversational AI
    • Infrastructure
    • Natural Language Processing
    • HR & Recruiting
    • Marketing
    • Research Summaries
    • Technical Guides
    • Applied AI
  • AI Research
  • Login
TOPBOTS Logo

TOPBOTS

The Best of Applied Artificial Intelligence, Machine Learning, Automation, Bots, Chatbots

Natural Language Processing

DALL·E 2, Explained: The Promise And Limitations Of A Revolutionary AI

July 15, 2022 by Alberto Romero

DALL-E 2 explained

DALL·E 2 is the newest AI model by OpenAI. If you’ve seen some of its creations and think they’re amazing, keep reading to understand why you’re totally right — but also wrong. OpenAI published a blog post and a paper entitled “Hierarchical Text-Conditional Image Generation with CLIP Latents” on DALL·E 2. The post is fine if you want to get a glimpse at the results … [Read more...] about DALL·E 2, Explained: The Promise And Limitations Of A Revolutionary AI

Transformers And Multimodal: The Same Key For All Data Types

July 14, 2022 by Davide Coccomini

Transformers and Multimodal ML

The world of Machine Learning is undoubtedly fascinating, constantly growing, and capable of touching the most diverse sectors, from medicine to space racing, from catering to big manufacturing. There are countless fields of application for this technology and just as many techniques that have been developed over the decades, but they all have one thing in common: … [Read more...] about Transformers And Multimodal: The Same Key For All Data Types

10 Leading Language Models For NLP In 2022

June 17, 2022 by Mariya Yao

PaLM language model

UPDATE: We have published the updated version of this article with the top 10 transformative LLM research papers from 2023. The introduction of transfer learning and pretrained language models in natural language processing (NLP) pushed forward the limits of language understanding and generation. Transfer learning and applying transformers to different downstream NLP tasks … [Read more...] about 10 Leading Language Models For NLP In 2022

Unconstrained Chatbots Condone Self-Harm

May 31, 2022 by Iulia Turc

Unconstrained Chatbots Condone Self-Harm

WARNING. This post contains references to self-harm and suicide. It includes conversations between a human and DialoGPT, with the sole purpose of surfacing the danger of uncontrolled AI. If you or a loved one are dealing or have dealt with suicidal thoughts, I suggest skipping this article. In the context of an accelerating mental health crisis, Natural Language … [Read more...] about Unconstrained Chatbots Condone Self-Harm

Construct A Biomedical Knowledge Graph With NLP

November 5, 2021 by Tomaz Bratanic

biomedical knowledge graph

I have already demonstrated how to create a knowledge graph out of a Wikipedia page. However, since the post got a lot of attention, I’ve decided to explore other domains where using NLP techniques to construct a knowledge graph makes sense. In my opinion, the biomedical field is a prime example where representing the data as a graph makes sense as you are often analyzing … [Read more...] about Construct A Biomedical Knowledge Graph With NLP

Can Too Much BERT Be Bad for You?

October 21, 2021 by Federico Bianchi

BERT bias

BERT and GPT-2: we all love language models… I mean, who doesn’t? Language models like BERT and GPT-2 (and GPT-3) have had an enormous impact on the entire NLP field. Most of the models that obtained groundbreaking results on the famous GLUE benchmark are based on BERT. I, too, have benefited from BERT, since I released a library for topic modeling and some HuggingFace … [Read more...] about Can Too Much BERT Be Bad for You?

On The Gap Between Adoption And Understanding

August 17, 2021 by Federico Bianchi

NLP research

This blog post describes our recent paper: Federico Bianchi and Dirk Hovy (2021). On the Gap between Adoption and Understanding in NLP. Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021. The main focus of this work is to describe issues that currently affect NLP research and hinder scientific development. NLP is driven by … [Read more...] about On The Gap Between Adoption And Understanding

Topical Language Generation With Transformers

August 5, 2021 by Rohola Zandie

topical language generation

Full Paper Codes Large-scale transformer-based language models (LMs) demonstrate impressive capabilities in open text generation. However, controlling the generated text’s properties such as the topic, style, and sentiment is challenging and often requires significant changes to the model architecture or retraining and fine-tuning the model on new supervised data. We … [Read more...] about Topical Language Generation With Transformers

The Secret Guide To Human-Like Text Summarization

July 15, 2021 by Louis Teo

text summarization

Summarization has become a very helpful way of tackling the issue of data overburden. In my earlier story, I shared how you can create your personal text summarizer using the extractive method — if you have tried that, you may have noticed that, because no new sentences were generated from the original content, at times you may have difficulties understanding the generated … [Read more...] about The Secret Guide To Human-Like Text Summarization

Is Attention What You Really Need In Transformers?

July 13, 2021 by Davide Coccomini

self-attention in transformers

In recent years there has been an explosion of methods based on self-attention and in particular Transformers, first in the field of Natural Language Processing and recently also in the field of Computer Vision. If you don’t know what Transformers are, or if you want to know more about the mechanism of self-attention, I suggest you have a look at my first article on this … [Read more...] about Is Attention What You Really Need In Transformers?

  1. «
  2. 1
  3. 2
  4. 3
  5. 4
  6. 5
  7. 6
  8. 7
  9. 8
  10. 9
  11. 10
  12. 11
  13. »
« Previous Page
Next Page »

Primary Sidebar

Learn Applied AI

We create and source the best content about applied artificial intelligence for business. Be the FIRST to understand and apply technical breakthroughs to your enterprise.

  • This field is for validation purposes and should be left unchanged.

Follow us

  • facebook
  • twitter
  • youtube

POPULAR ARTICLES

Beyond DeepSeek: An Overview of Chinese AI Tigers and Their Cutting-Edge Innovations

Advancing AI in 2024: Highlights from 10 Groundbreaking Research Papers

Semiconductor Titans: Inside the World of AI Chip Manufacturing and Design

10 Integral Steps in LLM Application Development

Announcing the 2nd Edition of “Applied Artificial Intelligence: A Handbook For Business Leaders”

Top 10 Influential AI Research Papers in 2023 from Google, Meta, Microsoft, and More

More Articles

Topics

  • Bots

  • Brands

  • Business

  • China

  • Commerce

  • Computer Vision

  • Conversational AI

  • Customer Service

  • Cybersecurity

  • Data Science & Engineering

  • Design

  • Education

  • Ethics & Safety

  • Finance

  • Gaming

  • Healthcare

  • HR & Recruiting

  • Infrastructure

  • Leadership & Management

  • Manufacturing

  • Marketing

  • Natural Language Processing

  • Reinforcement Learning

  • Research

  • Retail & CPG

  • Society

  • Technical Guide

  • Technology

Footer

About TOPBOTS

  • Expert Contributors
  • Terms of Service & Privacy Policy
  • Contact TOPBOTS

Copyright © 2025 TOPBOTS

Stay Updated on AI for Business

Subscribe to our biweekly newsletter for the latest in applied AI, cutting-edge research updates, funding deals, and promising AI startups.