12 citations · 57 across the 32 of their papers we have counts for
6 papers · 1 filter
Unsupervised Discovery of Long-Term Spatiotemporal Periodic Workflows in Human Activities
Fan Yang, Quanting Xie, Atsunori Moteki +5
Periodic human activities with implicit workflows are common in manufacturing, sports, and daily life. While short-term periodic activities -- characterized by simple structures an…
MERLIN: A Testbed for Multilingual Multimodal Entity Recognition and Linking
Sathyanarayanan Ramamoorthy, Vishwa Shah, Simran Khanuja +5
This paper introduces MERLIN, a novel testbed system for the task of Multilingual Multimodal Entity Linking. The created dataset includes BBC news article titles, paired with corre…
Midtraining Bridges Pretraining and Posttraining Distributions
Emmy Liu, Graham Neubig, Chenyan Xiong
Midtraining, the practice of mixing specialized data with more general pretraining data in an intermediate training phase, has become widespread in language model development, yet…
Grounding Multilingual Multimodal LLMs With Cultural Knowledge
Jean de Dieu Nyandwi, Yueqi Song, Simran Khanuja +1
Multimodal Large Language Models excel in high-resource settings, but often misinterpret long-tail cultural entities and underperform in low-resource languages. To address this gap…
CAIRe: Cultural Attribution of Images by Retrieval-Augmented Evaluation
Arnav Yayavaram, Siddharth Yayavaram, Simran Khanuja +2
As text-to-image models become increasingly prevalent, ensuring their equitable performance across diverse cultural contexts is critical. Efforts to mitigate cross-cultural biases…
FieldWorkArena: Agentic AI Benchmark for Real Field Work Tasks
Jun Takahashi, Atsunori Moteki, Akiyoshi Uchida +11
This paper introduces FieldWorkArena, a benchmark for agentic AI targeting real-world field work. With the recent increase in demand for agentic AI, they are built to detect and do…