Best of NLP — June 2025

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   Article

   Daily Dose of Data Science | Avi Chawla | Substack·51w

   48 Most Popular Open ML Datasets

   A comprehensive compilation of 48 widely-used open machine learning datasets organized by domain including computer vision (ImageNet, COCO), natural language processing (SQuAD, GLUE), recommendation systems (MovieLens, new Yambda-5B), tabular data (UCI datasets, Titanic), reinforcement learning (OpenAI Gym), and multimodal learning (LAION-5B, VQA). Each dataset is briefly described with its primary use case and key characteristics, serving as a reference guide for researchers and practitioners selecting appropriate datasets for their ML projects.

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   Article

   ElixirStatus·49w

   fuelen/html2text

   HTML2Text is a high-performance Elixir library that converts HTML documents to plain text using Rust NIFs. It leverages Rust's html2text crate for fast parsing while maintaining content structure and readability. The library offers a simple API with HTML2Text.convert/2 function that accepts HTML content and line width parameters, supporting features like heading conversion, list formatting, table rendering, and link preservation.

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   Article

   Medium·49w

   Top Ultimate List of 50 LLMs Interview Question • Master LLMs, Crack Your Next Interview

   A comprehensive collection of 50 interview questions covering Large Language Models fundamentals, from basic concepts like tokenization and attention mechanisms to advanced topics like LoRA fine-tuning, RAG, and deployment challenges. Each question includes practical explanations with examples, covering technical concepts like transformers, mathematical foundations, and real-world applications to help candidates prepare for LLM-focused technical interviews.

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   Article

   Baeldung·50w

   Guide to Java Diff Utils

   Java Diff Utils is a lightweight library for comparing text content line-by-line and generating unified diffs. The guide covers setting up the library with Maven, creating utility classes for text comparison, generating unified diff outputs, applying patches to transform content, and building side-by-side diff views. Key features include simplicity with clean APIs, cross-platform compatibility, and integration capabilities with Spring Boot applications. The library is particularly useful for version control systems, collaborative editors, and code review tools.

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