Google Research AI blog

MARCH 23, 2023

Building robots that are proficient at navigation requires an interconnected understanding of (a) vision and natural language (to associate landmarks or follow instructions), and (b) spatial reasoning (to connect a map representing an environment to the true spatial distribution of objects).

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Google Research AI blog

JANUARY 18, 2023

Transform modalities, or translate the world’s information into any language. I will begin with a discussion of language, computer vision, multi-modal models, and generative machine learning models. We want to solve complex mathematical or scientific problems. Diagnose complex diseases, or understand the physical world.

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Google Research AI blog

JUNE 1, 2023

In the fields of natural language processing ( RETRO , REALM ) and computer vision ( KAT ), researchers have attempted to address these challenges using retrieval-augmented models. We augment a visual-language model with the ability to retrieve multiple knowledge entries from a diverse set of knowledge sources, which helps generation.

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Language Training Train Knowledge 113

Google Research AI blog

FEBRUARY 24, 2023

In “ Spotlight: Mobile UI Understanding using Vision-Language Models with a Focus ”, accepted for publication at ICLR 2023 , we present a vision-only approach that aims to achieve general UI understanding completely from raw pixels. These tasks range from accessibility, automation to interaction design and evaluation.

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Machine Learning Mastery

JANUARY 23, 2025

Be sure to check out the previous articles in this series: Understanding RAG Part I: Why It’s Needed Understanding RAG Part II: How Classic RAG Works Understanding RAG Part III: Fusion Retrieval and Reranking Retrieval augmented generation (RAG) has played a pivotal role in expanding the limits and overcoming many limitations of standalone large (..)

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TechCrunch

MAY 16, 2023

“Hippocratic has created the first safety-focused large language model (LLM) designed specifically for healthcare,” Shah told TechCrunch in an email interview. “The language models have to be safe,” Shah said. But can a language model really replace a healthcare worker?

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Google Research AI blog

JUNE 9, 2023

EditBench The EditBench dataset for text-guided image inpainting evaluation contains 240 images, with 120 generated and 120 natural images. EditBench captures a wide variety of language, image types, and levels of text prompt specificity (i.e., In the section below, we demonstrate how EditBench is applied to model evaluation.

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DeepMind Blog

DECEMBER 17, 2024

Our comprehensive benchmark and online leaderboard offer a much-needed measure of how accurately LLMs ground their responses in provided source material and avoid hallucinations

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Benchmark Evaluation Language Model 102

Nonprofit Tech for Good

FEBRUARY 6, 2022

For international organizations, you may face additional complexity such as handling multiple currencies and multiple languages. To find the right product for your needs, the best place to begin is with requirements to help you evaluate alternatives. Support multiple languages. High-Level Requirements. Financial Tool Kit.

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Software Guide Nonprofit Award 327

TechCrunch

MAY 9, 2023

It’s often said that large language models (LLMs) along the lines of OpenAI’s ChatGPT are a black box, and certainly, there’s some truth to that. First, the tool runs text sequences through the model being evaluated and waits for cases where a particular neuron “activates” frequently.

Language 111

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sgEngage

DECEMBER 23, 2024

Urgent Language: Use language that conveys urgency and the immediate need for support. Conduct After-Action Reviews and Continuous Improvement After the immediate response phase, conducting after-action reviews is essential to evaluate your performance and identify areas for improvement.

Tips 98

Tips Disaster Time Donation 98

TechSpot

JULY 14, 2023

A new study conducted by researchers from Data61 Business Unit, which is the division of Australia's National Science Agency specializing in artificial intelligence, robotics, and cybersecurity, seeks to evaluate the implications of the growing popularity of large language models (LLMs) and chatbot-based services on the right to be forgotten (RTBF).

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Language Model Australia Evaluation 98

Google Research AI blog

DECEMBER 16, 2022

Posted by Tal Schuster, Research Scientist, Google Research Language models (LMs) are the driving force behind many recent breakthroughs in natural language processing. Models like T5 , LaMDA , GPT-3 , and PaLM have demonstrated impressive performance on various language tasks. The encoder reads the input text (e.g.,

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Language Model Generation Local 97

InfoWorld

JULY 3, 2024

AWS’ new theory on designing an automated RAG evaluation mechanism could not only ease the development of generative AI-based applications but also help enterprises reduce spending on compute infrastructure.

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Evaluation Help Technique Language 76

Google Research AI blog

NOVEMBER 8, 2022

Posted by Shunyu Yao, Student Researcher, and Yuan Cao, Research Scientist, Google Research, Brain Team Recent advances have expanded the applicability of language models (LM) to downstream tasks. On the other hand, recent work uses pre-trained language models for planning and acting in various interactive environments (e.g.,

Language 90

Language Model Sample Wikipedia 90

Google Research AI blog

JULY 13, 2023

Scaling up language models has unlocked a range of new applications and paradigms in machine learning, including the ability to perform challenging reasoning tasks via in-context learning. Language models, however, are still sensitive to the way that prompts are given, indicating that they are not reasoning in a robust manner.

Language 75

Language Model Learning Instruction 75

TechCrunch

JANUARY 25, 2023

Tanmay Chopra Contributor Share on Twitter Tanmay Chopra works in machine learning at AI search startup Neeva , where he wrangles language models large and small. Last summer could only be described as an “AI summer,” especially with large language models making an explosive entrance.

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Language Model Build Open Source 88

InfoWorld

MARCH 18, 2024

Vector databases have also seen a surge in usage thanks to the rise of generative AI and large language models (LLMs). However, relational databases remain, by far, the most-used type of databases. With so many options available to organizations, how do they select the right database to serve their business needs?

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Database Evaluation Data Language 82

Google Research AI blog

AUGUST 18, 2023

Posted by Ziniu Hu, Student Researcher, and Alireza Fathi, Research Scientist, Google Research, Perception Team There has been great progress towards adapting large language models (LLMs) to accommodate multimodal inputs for tasks including image captioning , visual question answering (VQA) , and open vocabulary recognition.

Language 92

Language Model Comparison Knowledge 92

Fast Company Tech

MARCH 24, 2025

A small gap with huge consequences Existing research has shown that when customers submit evaluations, individual workers from ethnic minority groups are more likely to be negatively evaluated, even if their performance and quality is the same. Toward a more level playing field The shift isnt about letting customers off the hook.

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Rate System Evaluation Review 56

Google Research AI blog

FEBRUARY 17, 2023

Posted by Parker Riley, Software Engineer, and Jan Botha, Research Scientist, Google Research Many languages spoken worldwide cover numerous regional varieties (sometimes called dialects), such as Brazilian and European Portuguese or Mainland and Taiwan Mandarin Chinese.

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Awareness Benchmark Evaluation Language 117

Fast Company Tech

MARCH 18, 2025

Anyspheres Cursor tool, for example, helped advance the genre from simply completing lines or sections of code to building whole software functions based on the plain language input of a human developer. Or the developer can explain a new feature or function in plain language and the AI will code a prototype of it.

Companies 106

Companies Language Student Model 106

Blue Avocado

DECEMBER 10, 2024

Essentially, this is a folder of Word documents each containing answers to common grant application questions, like organization mission and activities, the greatest challenges our nonprofit faces, how we measure and evaluate program impact, how we recognize funders, etc. David Patt from the National Assn.

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Grant Application New Hampshire Library 100

InfoWorld

DECEMBER 11, 2023

The rise of generative AI and large language models (LLMs) has added even more fuel to this data explosion, directing our focus toward a groundbreaking technology: vector databases. In today’s data-driven world, the exponential growth of unstructured data is a phenomenon that demands our attention.

Database 79

Database Evaluation Language Attention 79

Nonprofit Tech for Good

SEPTEMBER 5, 2023

Explore how the strategic integration of SWOT analysis, audience mapping, SMART communication targets, channel identification, content strategy, execution and evaluation, and high-level communications planning can shape a successful digital transformation. Utilizing ChatGPT, you can articulate these targets more effectively.

Digital 312

Digital Strategy Create Guide 312

Google Research AI blog

MAY 12, 2023

Recent vision and language models (VLMs), such as CLIP , have demonstrated improved open-vocabulary visual recognition capabilities through learning from Internet-scale image-text pairs. We explore the potential of frozen vision and language features for open-vocabulary detection. At the system-level, the best F-VLM achieves 32.8

Language 96

Language Model Open Training 96

Nonprofit Tech for Good

AUGUST 21, 2024

Natural Language Processing (NLP) and chatbots: NLP allows AI to understand, interpret, and respond to human language naturally and engagingly—to create a more responsive and interactive experience. By tailoring campaigns to these supporters, nonprofits can deliver more effective mobile messaging.

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Mobile Trend Social Media Donation 321

Bloomerang

DECEMBER 12, 2024

A recent email they sent included a thank-you message at the end that uses donor-focused language to spotlight the essential role supporters play. Evaluate if these metrics change when you adjust your email frequency. Evaluate which subject line leads to the most email opens. Evaluate user-friendliness. Appeal to emotion.

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email Marketing Guide Nonprofit 95

Fast Company Tech

MARCH 18, 2025

Google DeepMind broke through with a family of natively multi-modal models called Gemini that understand imagery and audio as well as they do language. Mistral released impressive new small language models that can run on laptops and even phones with its Ministral 3B and Ministral 8B, as did Microsoft with its Phi-3 and Phi-4 models.

Companies 103

Companies Model Training Train 103

Nonprofit Tech for Good

AUGUST 30, 2024

By its very definition, jargon is insider language used by a group that is difficult for others to understand. Common language—how you might speak over dinner or coffee with friends—relates to more people and is more human. The same goes for donations. 5) Share the impact Gen Z is attracted to transparency.

People 260

People Strategy Nonprofit Volunteer 260

.orgSource

JULY 17, 2023

ChatGPT is a large language model within the family of generative AI systems. ChatGPT , from OpenAI, is a large language model within the family of generative AI systems. Large language models (LLMs), adept at communicating with human speech, represent a significant advance in computing. It was launched in November 2022.

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Language Associations Model Knowledge 221

.orgSource

JANUARY 30, 2024

But it is particularly valuable when people don’t have access to behavioral cues, like body language, that are plentiful in face-to-face situations. It can also help you evaluate your group’s current strengths and weaknesses. For example, a job interview, performance evaluation, or strategy decision.

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Virtual Work Skills Culture 221

Fast Company Tech

MARCH 18, 2025

Promova , whose mission is to make language learning more accessible to people who are neurodivergent, is the first language learning app to build a dedicated setting for those with dyslexiaa specialized typeface and adjustments to font size and brightness help mitigate some of the most common reading challenges that people with dyslexia experience.

Education 85

Education Companies Student Skills 85

Nonprofit Tech for Good

JUNE 29, 2021

The analytics tools will also evaluate your posts to deduce the best possible times to share your content. Dulingo provides access to free online language learning tools. For nonprofit social media managers that work internationally, Dulingo’s design and gamification make it fun to learn the basics of a new language.

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Tools Resource Free Nonprofit 358

Machine Learning Mastery

MARCH 29, 2025

This post is divided into three parts; they are: Using DistilBERT Model for Question Answering Evaluating the Answer Other Techniques for Improving the Q&A Capability BERT (Bidirectional Encoder Representations from Transformers) was trained to be a general-purpose language model that can understand text.

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Technique Evaluation Language Training 85

Nonprofit Tech for Good

SEPTEMBER 6, 2022

The analytics tool evaluates the effectiveness of your posts and provides the best times to share your content. Rote is a web-based grant writing tool that saves your past language in one place – organized, filterable, and at your fingertips when you need it to write a first draft of a new proposal. Buffer :: buffer.com.

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Tools Resource Free Nonprofit 351

Nonprofit Tech for Good

APRIL 2, 2023

6) Sharing Impact With just a few details about your organization, ChatGPT can write boilerplate language about your impact, mission, and programs. This technology is particularly valuable for mission work, such as monitoring changes in wildlife populations or evaluating the effectiveness of conservation efforts.

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Tools Fundraising Donor Analytics 362