Megagon LabsHuman-LLM Collaborative Annotation Through Effective Verification of LLM LabelsEffectively utilize LLMs as collaborators for data annotation to improve accuracy. We propose a multi-step human-LLM collaborative…5 min read·4 days ago----
Megagon LabsLess Is More for Long Document Summary Evaluation by LLMsOur “Extract then Evaluate” approach, is a significant leap forward in evaluating long document summaries. Enhances efficiency and…3 min read·Mar 29, 2024----
Megagon LabsLLMs as Data Annotators (Part 2) — MEGAnno+: A Human-LLM Collaborative Annotation SystemWe introduce our human-LLM collaborative annotation tool, MEGAnno+, addressing the challenges in LLM annotation by integrating human experts9 min read·Mar 18, 2024----
Megagon LabsLLMs as Data Annotators (Part 1) — Challenges and OpportunitiesData annotation can be a painful process that slows down your projects, we show you how LLMs as annotation agents can ease the burden.9 min read·Mar 18, 2024----
Megagon LabsKnowledge Graphs Building and Training: Engineering AspectsThrough our KG building and learning platform, we showcase how our system facilitates the seamless integration of KGs into real-world…7 min read·Feb 20, 2024----
Megagon LabsMeasuring and Modifying Factual Knowledge in Large Language ModelsIn the past few years, large language models (LLMs) have achieved significant success in various tasks because of their extensive…5 min read·Jan 11, 2024----
Megagon LabsWe’d like to reflect on our collaborations and accomplishments as we wrap up the year.We thank everyone who has supported and engaged with us through 2023. We look forward to advancing our research and supporting the community7 min read·Dec 31, 2023----
Megagon LabsKnowledge Graphs Are Not Created Equal: Exploring the Properties and Structure of Real KGsWe explore what properties and structures do real KGs have, and how do they compare to each other in terms of these properties.6 min read·Dec 29, 2023----
Megagon LabsThe First Workshop on Natural Language Processing for Human ResourcesThe field of human resources (HR) encompasses a wide range of tasks where the application of natural language processing (NLP) holds…5 min read·Nov 16, 2023----
Megagon LabsZero-Shot Triplet Extraction via Template InfillingIn our experiments on FewRel and Wiki-ZSL datasets, we found ZETT outperforms prior state-of-the-art methods by 5–6% in accuracy. It also…4 min read·Nov 3, 2023----
