73 citations · 89 across the 10 of their papers we have counts for
4 papers · 1 filter
Visually-Situated Natural Language Understanding with Contrastive Reading Model and Frozen Large Language Models
Geewook Kim, Hodong Lee, Daehee Kim +7
Recent advances in Large Language Models (LLMs) have stimulated a surge of research aimed at extending their applications to the visual domain. While these models exhibit promise i…
Revisiting Additive Compositionality: AND, OR and NOT Operations with Word Embeddings
Masahiro Naito, Sho Yokoi, Geewook Kim +1
It is well-known that typical word embedding methods such as Word2Vec and GloVe have the property that the meaning can be composed by adding up the embeddings (additive composition…
Cost-effective End-to-end Information Extraction for Semi-structured Document Images
Wonseok Hwang, Hyunji Lee, Jinyeong Yim +2
A real-world information extraction (IE) system for semi-structured document images often involves a long pipeline of multiple modules, whose complexity dramatically increases its…
Segmentation-free Compositional -gram Embedding
Geewook Kim, Kazuki Fukui, Hidetoshi Shimodaira
We propose a new type of representation learning method that models words, phrases and sentences seamlessly. Our method does not depend on word segmentation and any human-annotated…