🎯 Embedding Models - emschwartz · Scour

FastOmniTMAE: Parallel Clause Learning for Scalable and Hardware-Efficient Tsetlin Embeddings 📦Batch Embeddings

StereoTales: A Multilingual Framework for Open-Ended Stereotype Discovery in LLMs ✨Gemini

From Code to Prediction: Fine-Tuning LLMs for Neural Network Performance Classification in NNGPT 🏗️LLM Infrastructure

SimReg: Achieving Higher Performance in the Pretraining via Embedding Similarity Regularization 📦Batch Embeddings

ProtSent: Protein Sentence Transformers 📊ModernBERT

TabEmbed: Benchmarking and Learning Generalist Embeddings for Tabular Understanding 🎨Chroma

Towards Effective Theory of LLMs: A Representation Learning Approach 🧠LLM Inference

MatryoshkaLoRA: Learning Accurate Hierarchical Low-Rank Representations for LLM Fine-Tuning 🧠LLM Inference

Why Low-Resource NLP Needs More Than Cross-Lingual Transfer: Lessons Learned from Luxembourgish 🔤Tokenization

Bridging the Programming Language Gap: Constructing a Multilingual Shared Semantic Space through AST Unification and Graph Matching 🗂️Code Indexing

Natural Language Processing: A Comprehensive Practical Guide from Tokenisation to RLHF 🔤Tokenization

Emergent Semantic Role Understanding in Language Models 🎯Semantic Tokens

Beyond LoRA vs. Full Fine-Tuning: Gradient-Guided Optimizer Routing for LLM Adaptation 🧠LLM Inference

Intrinsic Guardrails: How Semantic Geometry of Personality Interacts with Emergent Misalignment in LLMs 🎯Semantic Tokens

Continuous Latent Diffusion Language Model 🧠LLM Inference

Align and Shine: Building High-Quality Sentence-Aligned Corpora for Multilingual Text Simplification 🔤Tokenization

GLiNER2-PII: A Multilingual Model for Personally Identifiable Information Extraction 🕷️Web Crawling

Multilingual Safety Alignment via Self-Distillation 🛡️AI Safety

ANGOFA: Leveraging OFA Embedding Initialization and Synthetic Data for Angolan Language Model 📊ModernBERT

Benchmarking POS Tagging for the Tajik Language: A Comparative Study of Neural Architectures on the TajPersParallel Corpus 📝Text Parsing

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