Blog


JGLUE Hands-on: An outline of the performance evaluation procedure of the Transformers model using JGLUE
This article explains how to evaluate the models of hugginface/transformers systems using JGLUE, and evaluates

NAACL 2022 Highlights
NAACL is a key conference for our research work, as such 6 of our researchers

Megagon Labs Summer 2022 Internship Experience
Summer 2022 interns worked on projects related to HCI, NLP, knowledge graphs, and data lakes.

SIGMOD 2022 Highlights
The ACM SIGMOD conference is the leading forum for the principles, techniques and applications of

Extending the Jupyter UX with Custom Widgets: Lessons Learned
As we set out to build a set of powerful in-house interactive annotation tools for

ACL 2022 Highlights
This year, Dublin, Ireland hosted ACL 2022, a hybrid conference on computational linguistics (CL) and

Low-resource Entity Set Expansion on User-generated Text: Insights and Takeaways
In this work, we investigate the generalizability of existing entity set expansion (ESE) methods to

CHI 2022 Conference Highlights
In this blog post, I sum up my experience attending CHI, provide an overview of

Generalized Entity Matching with Machop
We use Generalized Entity Matching (GEM) to satisfy these practical requirements and present an end-to-end

Minun and Explainable Entity Matching
it is important to develop a framework to explain the results of DL-based EM models.

CoCoSum: Summarizing Contrastive and Common Opinions from Reviews
In this blog post, we take one step beyond the current scope of opinion summarization

Megagon Labs Spring 2022 Internship Experience
One of our favorite things to do at Megagon Labs is welcome interns from all