🎯 Embedding Models - Handler4605 · Scour

On Semantic Loss Fine-Tuning Approach for Preventing Model Collapse in Causal Reasoning 🤖Machine Learning

PACZero: PAC-Private Fine-Tuning of Language Models via Sign Quantization 🗜️Compression Algorithms

Benchmarking POS Tagging for the Tajik Language: A Comparative Study of Neural Architectures on the TajPersParallel Corpus 🔍Information Retrieval

Molecules Meet Language: Confound-Aware Representation Learning and Chemical Property Steering in Transformer-VAE Latent Spaces 📉Embeddings Optimization

Benchmarking Logistic Regression, SVM, Naive Bayes, and IndoBERT Fine-Tuning for Sentiment Analysis on Indonesian Product Reviews 🔍Information Retrieval

Disentangled Generative Graph Representation Learning 🕸️Graph Theory

Stabilizing LLM Supervised Fine-Tuning via Explicit Distributional Control 🤖Machine Learning

[2405.05374] Arctic-Embed: Scalable, Efficient, and Accurate Text Embedding Models 📌Embedding Retrieval

Layout-Aware Representation Learning for Open-Set ID Fraud Discovery 📉Embeddings Optimization

Unsat Core Prediction through Polarity-Aware Representation Learning over Clause-Literal Hypergraphs 🔍SPLADE

Scaling Pretrained Representations Enables Label-Free Out-of-Distribution Detection Without Fine-Tuning 🤖Machine Learning

Diversity in Large Language Models under Supervised Fine-Tuning 🤖Machine Learning

Towards Robust LLM Post-Training: Automatic Failure Management for Reinforcement Fine-Tuning 🤖Machine Learning

One Algorithm, Two Goals: Dual Scoring for Parameter and Data Selection in LLM Fine-Tuning 🧮SMT Solvers

Identifier-Free Code Embedding Models for Scalable Search 🔍Vector Search Algorithms

Disentangling Shared and Task-Specific Representations from Multi-Modal Clinical Data 🤖Machine Learning

The Pre-Training Study of Expanded-SPLADE Models on Web Document Titles 🔍Information Retrieval

Resolving the bias-precision paradox with stochastic causal representation learning for personalized medicine 📊Conformal Prediction

Contrastive Regularization for Accent-Robust ASR 🔍SPLADE

Tatarstan Toponyms: A Bilingual Dataset and Hybrid RAG System for Geospatial Question Answering 🎯Vector Search

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