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Haeji Jung

3 accepted papers

2024

VisionTrap: Vision-Augmented Trajectory Prediction Guided by Textual Descriptions

ECCV 2024poster

"Predicting future trajectories for other road agents is an essential task for autonomous vehicles. Established trajectory prediction methods primarily use agent tracks generated by a detection and tracking system and HD map as inputs. In this work, we propose a novel method that also incorporates v…

2024

Zero-Shot Cross-Lingual NER Using Phonemic Representations for Low-Resource Languages

EMNLP 2024main

Existing zero-shot cross-lingual NER approaches require substantial prior knowledge of the target language, which is impractical for low-resource languages.In this paper, we propose a novel approach to NER using phonemic representation based on the International Phonetic Alphabet (IPA) to bridge the…

2023

Visually-Situated Natural Language Understanding with Contrastive Reading Model and Frozen Large Language Models

EMNLP 2023long main

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 in generating abstract image captions and facilitating natural conversations, their performance on text-rich images still…

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