Dimension-Insensitive Metrics: DIEM vs. Cosine Similarity In High Dimensions The paper " Surpassing Cosine Similarity for Multidimensional Comparisons: Dimension Insensitive Euclidean Metric " interrogates a default choice in machine learning and information retrieval: cos... cosine similarity distance metrics embeddings euclidean distance NLP similarity
Accelerating Transformers: GPT-OSS-Inspired Advances in Hugging Face Transformers are evolving fast and Hugging Face is leading the charge with new optimizations inspired by OpenAI's GPT-OSS models . If you're working with large language models, recent upgrades in the ... GPT-OSS Hugging Face model optimization NLP parallelism quantization transformers
mmBERT: How Johns Hopkins Built a 1,833-Language AI That Outperforms XLM-R mmBERT: How Johns Hopkins Built a 1,833-Language AI That Outperforms XLM-R Imagine trying to build an AI system that truly understands human language not just in English, but in over 7,000 languages s... AI research annealed language learning cross-lingual digital inclusion encoder-only FlashAttention Gemma tokenizer GLUE inverse masking language model mmBERT ModernBERT MTEB multilingual NLP XLM-R XTREME
LangExtract: Grounded, Structured Extraction for Long Text LangExtract is a focused open-source library from Google that turns unstructured text into structured data you can trust. It combines schema-guided prompts, precise span alignment to the source text, ... Gemini information extraction langextract LLM NLP Ollama OpenAI plugins Python