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1. Dialogue-Simulator Dialogue-Simulator Public

   Our approach aims to bootstrap the development of a conversational agent by generating a dataset that contains an arbitrary number of dialogues for training any neural network of one’s choice. We …

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2. TOD-System TOD-System Public

   TOD system that can hold conversations with a user about specific information provided by an ontology.The actual version of the system helps growing the knowledge graph with the specific company da…

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3. Domain-Specific-NLU-BERT Domain-Specific-NLU-BERT Public

   Experiments with fine-tuning BERT to jointly detect the user’s intent and the related slots, using a custom-generated dataset built around a organization specific knowledge base.

   Jupyter Notebook

4. finetuned-bert-ner finetuned-bert-ner Public

   The repository contains 5 IPython files. 3 of them are used to train NER models on top of BERT (Bidirectional Encoder Representations from Transformers). One file is used to test all the models on …

   Jupyter Notebook

5. LLMs-for-KGC LLMs-for-KGC Public

   Repository for experiments regarding the assessment of the suitability of LLMs for Knowledge Graph Completion task, using Mixtral-8x7b, GPT-3.5-turbo, and GPT-4o.

   Jupyter Notebook 6 1

6. ChatGPT-KGC-KGR ChatGPT-KGC-KGR Public

   This repository presents the work of prompting ChatGPT to solve the tasks of Knowledge Graph Completion and Knowledge Graph Reasoning on both Static and Temporal KGs.