← Search

Jeffrey Pound

2 accepted papers

2024

Construction of Paired Knowledge Graph - Text Datasets Informed by Cyclic Evaluation

COLING 2024main

Datasets that pair Knowledge Graphs (KG) and text together (KG-T) can be used to train forward and reverse neural models that generate text from KG and vice versa. However models trained on datasets where KG and text pairs are not equivalent can suffer from more hallucination and poorer recall. In t…

Cited by 2SourcePDFScholar
2024

ConvKGYarn: Spinning Configurable and Scalable Conversational Knowledge Graph QA Datasets with Large Language Models

EMNLP 2024industry

The rapid evolution of Large Language Models (LLMs) and conversational assistants necessitates dynamic, scalable, and configurable conversational datasets for training and evaluation.These datasets must accommodate diverse user interaction modes, including text and voice, each presenting unique mode…

Cited by 4SourcePDFScholar