InfoQ

Building Embedding Models for Large-Scale Real-World Applications

Sahil Dua discusses the critical role of embedding models in powering search and RAG applications at scale. He explains the ...
IEEE

Automatic Grading of Students' Algebraic Responses Using MathBERT, GPT-2 & Auto-Tokenizer Embeddings

Abstract: This study introduces a unique approach by applying dense vector representations specifically tailored to capture the nuances in algebraic answer submissions, addressing the challenges of ...
GitHub

Holistic Tokenizer for Autoregressive Image Generation

conda create -n hita python=3.10 -y conda activate hita pip install --upgrade pip # enable PEP 660 support pip install -e . Install additional packages for training cases as required. Two image ...
IEEE

TokenRec: Learning to Tokenize ID for LLM-Based Generative Recommendations

Abstract: There is a growing interest in utilizing large language models (LLMs) to advance next-generation Recommender Systems (RecSys), driven by their outstanding language understanding and ...