TnT-LLM: Democratizing Text Mining with Automated Taxonomy and Scalable Classification

Table of Links Abstract and 1 Introduction 2 Related Work 3 Method and 3.1 Phase 1: Taxonomy Generation 3.2 Phase 2: LLM-Augmented Text Classification 4 Evaluation Suite and 4.1 Phase 1 Evaluation Strategies 4.2 Phase 2 Evaluation Strategies 5 Experiments and 5.1 Data 5.2 Taxonomy Generation 5.3 LLM-Augmented Text Classification 5.4 Summary of Findings and … Read more

Are Altcoins Dead Or Thriving Under The Fog Of Memes and Global Volatility?

Expert Analysis by Valentin Preobrazhenskiy Most of the altcoins outside of the top 30 are close to All all-time low Altcoins have significantly underperformed Bitcoin (BTC), with nearly a 100% gap since December 2023, according to TradingView’s Altcoin Index. The picture worsens when excluding the top 30 altcoins, with many tokens trading at all-time lows, … Read more

TnT-LLM: High-Quality Automated Text Mining and Efficient LLM-Augmented Classification

Table of Links Abstract and 1 Introduction 2 Related Work 3 Method and 3.1 Phase 1: Taxonomy Generation 3.2 Phase 2: LLM-Augmented Text Classification 4 Evaluation Suite and 4.1 Phase 1 Evaluation Strategies 4.2 Phase 2 Evaluation Strategies 5 Experiments and 5.1 Data 5.2 Taxonomy Generation 5.3 LLM-Augmented Text Classification 5.4 Summary of Findings and … Read more

LLM-Augmented Text Classification: Distilling GPT-4 Labels into Efficient Classifiers

Table of Links Abstract and 1 Introduction 2 Related Work 3 Method and 3.1 Phase 1: Taxonomy Generation 3.2 Phase 2: LLM-Augmented Text Classification 4 Evaluation Suite and 4.1 Phase 1 Evaluation Strategies 4.2 Phase 2 Evaluation Strategies 5 Experiments and 5.1 Data 5.2 Taxonomy Generation 5.3 LLM-Augmented Text Classification 5.4 Summary of Findings and … Read more

TnT-LLM for Automated Taxonomy Generation: Outperforming Clustering Baselines

Table of Links Abstract and 1 Introduction 2 Related Work 3 Method and 3.1 Phase 1: Taxonomy Generation 3.2 Phase 2: LLM-Augmented Text Classification 4 Evaluation Suite and 4.1 Phase 1 Evaluation Strategies 4.2 Phase 2 Evaluation Strategies 5 Experiments and 5.1 Data 5.2 Taxonomy Generation 5.3 LLM-Augmented Text Classification 5.4 Summary of Findings and … Read more

TnT-LLM for User Intent and Conversational Domain Labeling in Bing Copilot

Table of Links Abstract and 1 Introduction 2 Related Work 3 Method and 3.1 Phase 1: Taxonomy Generation 3.2 Phase 2: LLM-Augmented Text Classification 4 Evaluation Suite and 4.1 Phase 1 Evaluation Strategies 4.2 Phase 2 Evaluation Strategies 5 Experiments and 5.1 Data 5.2 Taxonomy Generation 5.3 LLM-Augmented Text Classification 5.4 Summary of Findings and … Read more

GSR Leads $100M Private Placement Into Upexi, Inc. To Back Solana-Based Treasury Strategy

NEW YORK, NEW YORK, April 21st, 2025/Chainwire/–GSR, a leading crypto trading and investment firm, today announced it has anchored a $100 million private investment in public equity (PIPE) into Upexi, Inc. (NASDAQ:UPXI), a brand owner specializing in the development, manufacturing, and distribution of consumer products. The investment follows Upexi’s announcement of a strategic shift toward … Read more

Becoming a Product Manager: A Student’s Journey

Transitioning into product management after an established career in another field is difficult, but trying to get it as a first job out of college can be even more of a challenge. When hiring product managers, many companies look for proven leadership, strong technical abilities, and a track record of impact in a professional setting. … Read more

Harnessing renewable energy growth for Bangladesh’s digital future

Bangladesh is actively pursuing a variety of policies designed to facilitate its digital transformation and the growth of its digital economy, with the goal of shifting from a primarily manufacturing-based economy to a more knowledge-based society. These initiatives, including the Digital Bangladesh program (ICT Policy 2009), Smart Bangladesh (ICT Master Plan 2041), and National Artificial … Read more

ConnArtist: Lightweight Endpoint Network Logger in PowerShell

In today’s digital landscape, quickly understanding what’s happening behind the scenes on an individual machine can be crucial. Introducing ConnArtist, a streamlined, intuitive PowerShell script designed specifically for monitoring network connections on a single endpoint—ideal for security checks or diagnostic tasks without needing heavyweight tools like Wireshark. What is ConnArtist? ConnArtist is a simple yet … Read more

Could a Trade War Present an Opportunity for AI to Showcase its Worth for Hedge Funds?

Trade wars are generally bad news for markets, and traders struggle as their judgments are clouded by tariffs and retaliatory measures that can adversely affect the value of their positions. However, a macroeconomic environment that’s punctuated by aggressive trading sanctions may be an opportunity for AI models to show their value. According to Franklin Templeton, … Read more

Trump’s Strategic Bitcoin Reserve Underwhelms Investors: What’s Next for BTC?

Bitcoin has entered a period of extreme uncertainty following the euphoria of Donald Trump’s resounding US Presidential election victory. After a scaled-back plan for a Strategic Bitcoin Reserve missed the mark with market sentiment, what’s next for the world’s most famous cryptocurrency? It wasn’t supposed to be this way. All indications pointed to a Bitcoin … Read more

The HackerNoon Newsletter: Your Career Is Not Your Personality. Sorry. (4/21/2025)

How are you, hacker? 🪐 What’s happening in tech today, April 21, 2025? The HackerNoon Newsletter brings the HackerNoon homepage straight to your inbox. On this day, we present you with these top quality stories. From Startup Fundraising, Fake VCs, and an Actual Stalker: My Founder Horror Story to Real Growth Isn’t About More Discipline … Read more

The Future of Private Student Loans in the Age of AI

Photo by Brooke Cagle on Unsplash Artificial intelligence (AI) is radically reshaping the landscape of personal finance, and the private student loan market is among the most affected sectors. As lenders integrate advanced data analytics and machine learning into their operations, the traditional barriers in student lending—inefficiency, bias, and inflexible loan structures—are beginning to dissolve. … Read more

Meet GetBlock: HackerNoon Company of the Week

Welcome to HackerNoon Company of the Week where every week we introduce you to a prominent tech company with innovative ideas and ample drive to change the world. All the data and information are taken from HackerNoon’s tech company database, where we rank S&P 500 companies and top startups. This week, we introduce GetBlock, a … Read more

How Decentralized Cloud sets Business Free from Computing and Storage Barriers

Back in the days before the internet became part of our daily life, computing was a localized affair, with data stored on physical servers that required physical proximity for businesses to have access. The arrival of the internet introduced the concept of cloud computing, transforming how businesses store, manage, and process data by enabling access … Read more

Meet the HackerNoon Top Writers – Satisfying the Curiosity Crunch: My Tech Writing Expedition

Introduction I am currently a Staff Software Engineer at Twilio, working on the Phone Numbers product. I bring more than a decade of technical expertise and an inherent love for building products at scale. From building full-stack solutions using the latest technologies — React, Node.js, GraphQL, Microservices, Docker, and Kubernetes — to delivering critical products … Read more

Is The 2025 Cryptocurrency Bull Market Over Already?

The cryptocurrency market was supposed to be going from strength to strength in Q1 2025, buoyed by Bitcoin’s natural halving cycle and the long-awaited arrival of a pro-crypto President in Donald Trump. Instead, the industry has declined steadily as investors become wary of macroeconomic constraints and scams. Trump’s resounding election victory had emboldened crypto enthusiasts. … Read more

Solo Satoshi Announces 10,000 Bitaxe Miners Distributed Globally!

The Chaos Within Bitcoin mining, once a playground for tech hobbyists, has increasingly been overtaken by corporate giants, but a grassroots revolution is gaining momentum. On April 15, 2025, Solo Satoshi announced a pivotal milestone on X: over 10,000 Bitaxe miners sold, contributing more than 10 petahashes of hashpower to bitcoin home miners globally. Fueled … Read more

Your Career Is Not Your Personality. Sorry.

(Even When Life Dropkicks You in the Face) You know that hollow feeling when something falls apart and you suddenly have no idea who you are anymore? Yeah—been there. For years, my identity was my business. It was my purpose, my personality, my status, my therapy, my everything. Until it wasn’t. When I stepped away, … Read more

What Exactly is an AI Agent? Examples and Counterexamples

The term “AI agent” seems to be everywhere lately. From tech news headlines to business strategy discussions, it’s rapidly becoming one of the most prominent terms in the artificial intelligence lexicon. Like many popular tech terms, however, its meaning can sometimes get diluted, leading to its use as a catch-all buzzword. So, what really constitutes … Read more

Why Golf’s Error Checks Might Save You From Yourself

When talking about safety in programming, it is memory safety that usually takes the spotlight. However, here we’ll touch on another common safety issue that typically causes application logic errors, meaning your program won’t function correctly. It’s about checking the status of any kind of statement that provides it. Not checking the status could mean … Read more