Publications

2024

  1. EMNLP
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    ARES: Alternating Reinforcement Learning and Supervised Fine-Tuning for Enhanced Multi-Modal Chain-of-Thought Reasoning Through Diverse AI Feedback
    Ju-Seung Byun*, Jiyun Chun*, Jihyung Kil, Andrew Perrault
    EMNLP 2024
    paper / code
  2. ACL
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    II-MMR: Identifying and Improving Multi-modal Multi-hop Reasoning in Visual Question Answering
    Jihyung Kil, Farideh Tavazoee, Dongyeop Kang, Joo-Kyung Kim
    ACL Findings 2024
    paper
  3. ICML
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    GPT-4V(ision) is a Generalist Web Agent, if Grounded
    Boyuan Zheng, Boyu Gou, Jihyung Kil, Huan Sun, Yu Su
    ICML 2024
    paper / code / website
  4. CVPR
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    Dual-View Visual Contextualization for Web Navigation
    Jihyung Kil, Chan Hee Song, Boyuan Zheng, Xiang Deng, Yu Su, Wei-Lun Chao
    CVPR 2024
    paper / poster

2023

  1. ICCV
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    PreSTU: Pre-Training for Scene-Text Understanding
    Jihyung Kil, Soravit Changpinyo, Xi Chen, Hexiang Hu, Sebastian Goodman, Wei-Lun Chao, Radu Soricut
    ICCV 2023
    paper / poster

2022

  1. CVPR
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    One Step at a Time: Long-Horizon Vision-and-Language Navigation with Milestones
    Chan Hee Song, Jihyung Kil, Tai-Yu Pan, Brian M Sadler, Wei-Lun Chao, Yu Su
    CVPR 2022
    paper / code / poster

2021

  1. EMNLP
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    Discovering the Unknown Knowns: Turning Implicit Knowledge in the Dataset into Explicit Training Examples for Visual Question Answering
    Jihyung Kil, Cheng Zhang, Dong Xuan, Wei-Lun Chao
    EMNLP 2021
    paper / code / poster
  2. NAACL
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    Revisiting Document Representations for Large-Scale Zero-Shot Learning
    Jihyung Kil, Wei-Lun Chao
    NAACL 2021
    paper / code / poster