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Multi-Hop Question Answering with LLMs & Knowledge Graphs

Multi-Hop Question Answering with LLMs & Knowledge Graphs

by Haziqa Sajid | Sep 7, 2023 | blog

Question Answering (QA) has long been a benchmark task in Natural Language Processing (NLP) in evaluating the proficiency of language models. Traditional QA systems often focus on single-hop questions with direct responses, where answers can be found within a single...
Leveraging the Power of Knowledge Graphs: Enhancing Large Language Models with Structured Knowledge

Leveraging the Power of Knowledge Graphs: Enhancing Large Language Models with Structured Knowledge

by Haziqa Sajid | Aug 21, 2023 | blog, Learning Resources

Within the constantly shifting field of artificial intelligence (AI), Large Language Models (LLMs) have come to prominence, astonishing us with their language processing capabilities. The most prominent of which is ChatGPT by OpenAI, with its interactive and...
Unstructured Data Parsing Using Wisecube’s Human-in-the-Loop Solution

Unstructured Data Parsing Using Wisecube’s Human-in-the-Loop Solution

by Haziqa Sajid | Aug 7, 2023 | blog, Learning Resources

What Is Data Parsing? Data parsing is extracting specific information or patterns from unstructured data. It involves a series of techniques, including data preprocessing and information extraction, to break down complex raw data into smaller, manageable components to...
Combining Large Language Models and Knowledge Graphs

Combining Large Language Models and Knowledge Graphs

by Haziqa Sajid | Jul 2, 2023 | blog, Learning Resources

In recent years, significant advancements in artificial intelligence (AI) have expedited the development of large language models and knowledge graphs, revolutionizing how we process and understand information. Large language models, such as OpenAI's GPT-4, have...
A Comprehensive Overview of Large Language Models

A Comprehensive Overview of Large Language Models

by Haziqa Sajid | Jun 1, 2023 | blog, Learning Resources

In recent years, large language models have emerged as groundbreaking advancements in natural language processing, revolutionizing how machines understand and generate human-like text. With their ability to process and comprehend vast amounts of unstructured data,...
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Recent Posts

  • Multi-Hop Question Answering with LLMs & Knowledge Graphs
  • Leveraging the Power of Knowledge Graphs: Enhancing Large Language Models with Structured Knowledge
  • Unstructured Data Parsing Using Wisecube’s Human-in-the-Loop Solution
  • Beyond ChatGPT in Biomedicine
  • Combining Large Language Models and Knowledge Graphs

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