IEEE

Knowledge Graph-Driven Approach in Aspect-Based Sentiment Analysis: Exploring the Impact of Embedding Techniques

Abstract: Despite the high performance of the existing embedding approaches for Aspect-Based Sentiment Analysis (ABSA), such as Word2Vec and GloVe, they still have several limitations, mainly in ...

Karpathy shares 'LLM Knowledge Base' architecture that bypasses RAG with an evolving markdown library maintained by AI

Karpathy proposes something simpler and more loosely, messily elegant than the typical enterprise solution of a vector ...
IEEE

Leveraging ChatGPT-Based Augmentation and Contrastive Learning for Chinese Massive Open Online Course Sentiment Analysis

Abstract: This study addresses the unique challenges of sentiment analysis in Chinese massive open online course (MOOC) reviews, where pedagogically embedded language, intra-sentence sentiment shifts, ...
GitHub

Python STC ReST API Client: stcrestclient

The stcrestclient package provides the stchttp ReST API library module. This allows simple function calls, nearly identical to those provided by StcPython.py, to be used to access TestCenter server ...
GitHub

README.md

An end-to-end NLP pipeline that analyzes customer support call transcripts using Azure OpenAI (GPT-4o-mini) for sentiment scoring, call categorization, and agent performance evaluation — with ...