Month: August 2024

Where does In-context Translation Happen in Large Language Models: Where does In-context MT happen?

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:::info Authors: (1) Suzanna Sia, Johns Hopkins University; (2) David Mueller; (3) Kevin Duh. ::: Table of Links Abstract and 1. Background 2. Data and Settings 3. Where does In-context MT happen? 4. Characterising Redundancy in Layers 5. Inference Efficiency 6. Further Analysis 7. Conclusion, Acknowledgments, and References A. Appendix 3. Where does In-context MT … Read more

Where does In-context Translation Happen in Large Language Models: Conclusion

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:::info Authors: (1) Suzanna Sia, Johns Hopkins University; (2) David Mueller; (3) Kevin Duh. ::: Table of Links Abstract and 1. Background 2. Data and Settings 3. Where does In-context MT happen? 4. Characterising Redundancy in Layers 5. Inference Efficiency 6. Further Analysis 7. Conclusion, Acknowledgments, and References A. Appendix 7. Conclusion We demonstrate evidence … Read more

Where does In-context Translation Happen in Large Language Models: Further Analysis

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:::info Authors: (1) Suzanna Sia, Johns Hopkins University; (2) David Mueller; (3) Kevin Duh. ::: Table of Links Abstract and 1. Background 2. Data and Settings 3. Where does In-context MT happen? 4. Characterising Redundancy in Layers 5. Inference Efficiency 6. Further Analysis 7. Conclusion, Acknowledgments, and References A. Appendix 6. Further Analysis In the … Read more

Where does In-context Translation Happen in Large Language Models: Inference Efficiency

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:::info Authors: (1) Suzanna Sia, Johns Hopkins University; (2) David Mueller; (3) Kevin Duh. ::: Table of Links Abstract and 1. Background 2. Data and Settings 3. Where does In-context MT happen? 4. Characterising Redundancy in Layers 5. Inference Efficiency 6. Further Analysis 7. Conclusion, Acknowledgments, and References A. Appendix 5. Inference Efficiency Speeding up … Read more

Where does In-context Translation Happen in Large Language Models: Abstract and Background

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:::info Authors: (1) Suzanna Sia, Johns Hopkins University; (2) David Mueller; (3) Kevin Duh. ::: Table of Links Abstract and 1. Background 2. Data and Settings 3. Where does In-context MT happen? 4. Characterising Redundancy in Layers 5. Inference Efficiency 6. Further Analysis 7. Conclusion, Acknowledgments, and References A. Appendix Abstract Self-supervised large language models … Read more

Where does In-context Translation Happen in Large Language Models: Characterising Redundancy in Laye

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:::info Authors: (1) Suzanna Sia, Johns Hopkins University; (2) David Mueller; (3) Kevin Duh. ::: Table of Links Abstract and 1. Background 2. Data and Settings 3. Where does In-context MT happen? 4. Characterising Redundancy in Layers 5. Inference Efficiency 6. Further Analysis 7. Conclusion, Acknowledgments, and References A. Appendix 4. Characterising Redundancy in Layers … Read more

Where does In-context Translation Happen in Large Language Models: Data and Settings

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:::info Authors: (1) Suzanna Sia, Johns Hopkins University; (2) David Mueller; (3) Kevin Duh. ::: Table of Links Abstract and 1. Background 2. Data and Settings 3. Where does In-context MT happen? 4. Characterising Redundancy in Layers 5. Inference Efficiency 6. Further Analysis 7. Conclusion, Acknowledgments, and References A. Appendix 2. Data and Settings Models … Read more

Where does In-context Translation Happen in Large Language Models: Appendix

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:::info Authors: (1) Suzanna Sia, Johns Hopkins University; (2) David Mueller; (3) Kevin Duh. ::: Table of Links Abstract and 1. Background 2. Data and Settings 3. Where does In-context MT happen? 4. Characterising Redundancy in Layers 5. Inference Efficiency 6. Further Analysis 7. Conclusion, Acknowledgments, and References A. Appendix A. Appendix A.1. Graphical View … Read more

Google rolls out safeguards for more of its AI products ahead of the US presidential election

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Google is gearing up for the upcoming U.S. presidential election by rolling out safeguards for more of its generative AI products. Although the company already previously announced that it would restrict Gemini queries related to the election, it’s now applying additional restrictions to its other generative AI products. These safeguards will be applied to Search … Read more

CrowdStrike exec will testify to Congress about July’s global IT meltdown

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Image: The Verge A senior CrowdStrike executive will testify before the House Homeland Security Committee next month about the IT outage that grounded planes and workplaces to a halt globally on July 19th. Adam Meyers, CrowdStrike’s senior vice president of counter adversary operations, has agreed to appear before the panel on September 24th at 2PM … Read more

The Impact of Generative AI on Tech Outsourcing Models

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Generative AI has upended the tech industry, and many wonder how much it will impact formerly outsourced roles. These questions remain largely unanswered since companies are in the relatively early stages of adoption. What’s known so far about this much-discussed topic, and how can people respond to the changes before it’s too late? Using AI … Read more

Former Riot Games employees leverage generative AI to power NPCs in new video game

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Jam & Tea Studios is the latest gaming startup implementing generative AI to transform the way players interact with non-playable characters (NPCs) in video games.  Traditionally, video game NPCs are directed by predetermined scripts, which can feel repetitive, unrealistic, and boring. It also may restrict the number of potential experiences for players. However, when generative … Read more

Intel definitively claims its laptop chips aren’t crashing because of that voltage thing

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Image: Intel It’s been a burning question for months — are Intel’s laptop chips susceptible to the same permanent damage that can potentially lay 24 different flagship desktop chips low? Today, Intel has finally confirmed: its 13th and 14th Gen laptop chips do not seem to have an instability issue. And the company claims they … Read more

Elle Family Office and Keebeck Wealth Management are coming to TechCrunch Disrupt 2024

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Traditionally seen as private financial entities, family offices are key players in the supply of venture capital, using startup investments as a way to diversify their portfolios and engage with groundbreaking technologies. Catch Eti Lazarian, principal of Elle Family Office, and Bruce Lee, CEO and founder of Keebeck Wealth Management, on the Builder’s Stage at … Read more

The problem with Telegram

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Image: The Verge Telegram CEO Pavel Durov was arrested in France last weekend, and a few days later was charged with a number of offenses connected to criminal activity on Telegram. There’s a lot about this story we don’t yet know, but this week’s events seem to signal a shift in how countries and governments … Read more