Document Processing

LLMs for Insurance Document Automation

LLM applications for insurance document automation using parameter-efficient fine-tuning and analysis of calibration …...

Document Processing

LLMs for Page Stream Segmentation

Enhanced TABME benchmark for page stream segmentation, creating TABME++, showing fine-tuned decoder-based LLMs …...

AI Safety

GPT-2 Susceptibility to Universal Adversarial Triggers

Investigation into whether universal adversarial triggers can control both topic and stance of GPT-2's generated text …...

Natural Language Processing
3D visualization of word embeddings showing semantic relationships in vector space

Word Embeddings in NLP: An Introduction

Learn about word embeddings in NLP: from basic one-hot encoding to contextual models like ELMo. Guide with examples.