@proceedings{neusymbridge-ws-2025-1,
    title = "Proceedings of Bridging Neurons and Symbols for Natural Language Processing and Knowledge Graphs Reasoning @ COLING 2025",
    editor = "Liu, Kang  and
      Song, Yangqiu  and
      Han, Zhen  and
      Sifa, Rafet  and
      He, Shizhu  and
      Long, Yunfei",
    month = jan,
    year = "2025",
    address = "Abu Dhabi, UAE",
    publisher = "ELRA and ICCL",
    url = "https://preview.aclanthology.org/manual-author-scripts/2025.neusymbridge-1.0/"
}
@inproceedings{lee-etal-2025-chain,
    title = "Chain of Knowledge Graph: Information-Preserving Multi-Document Summarization for Noisy Documents",
    author = "Lee, Kangil  and
      Jang, Jinwoo  and
      Lim, Youngjin  and
      Shin, Minsu",
    editor = "Liu, Kang  and
      Song, Yangqiu  and
      Han, Zhen  and
      Sifa, Rafet  and
      He, Shizhu  and
      Long, Yunfei",
    booktitle = "Proceedings of Bridging Neurons and Symbols for Natural Language Processing and Knowledge Graphs Reasoning @ COLING 2025",
    month = jan,
    year = "2025",
    address = "Abu Dhabi, UAE",
    publisher = "ELRA and ICCL",
    url = "https://preview.aclanthology.org/manual-author-scripts/2025.neusymbridge-1.1/",
    pages = "1--5"
}
@inproceedings{sun-etal-2025-cegrl,
    title = "{CEGRL}-{TKGR}: A Causal Enhanced Graph Representation Learning Framework for Temporal Knowledge Graph Reasoning",
    author = "Sun, Jinze  and
      Sheng, Yongpan  and
      He, Lirong  and
      Qin, Yongbin  and
      Liu, Ming  and
      Jia, Tao",
    editor = "Liu, Kang  and
      Song, Yangqiu  and
      Han, Zhen  and
      Sifa, Rafet  and
      He, Shizhu  and
      Long, Yunfei",
    booktitle = "Proceedings of Bridging Neurons and Symbols for Natural Language Processing and Knowledge Graphs Reasoning @ COLING 2025",
    month = jan,
    year = "2025",
    address = "Abu Dhabi, UAE",
    publisher = "ELRA and ICCL",
    url = "https://preview.aclanthology.org/manual-author-scripts/2025.neusymbridge-1.2/",
    pages = "6--17"
}
@inproceedings{bai-etal-2025-reasoning,
    title = "Reasoning Knowledge Filter for Logical Table-to-Text Generation",
    author = "Bai, Yu  and
      Liu, Baoqiang  and
      Xue, Shuang  and
      Cai, Fang  and
      Ye, Na  and
      Zhang, Guiping",
    editor = "Liu, Kang  and
      Song, Yangqiu  and
      Han, Zhen  and
      Sifa, Rafet  and
      He, Shizhu  and
      Long, Yunfei",
    booktitle = "Proceedings of Bridging Neurons and Symbols for Natural Language Processing and Knowledge Graphs Reasoning @ COLING 2025",
    month = jan,
    year = "2025",
    address = "Abu Dhabi, UAE",
    publisher = "ELRA and ICCL",
    url = "https://preview.aclanthology.org/manual-author-scripts/2025.neusymbridge-1.3/",
    pages = "18--30"
}
@inproceedings{sun-etal-2025-chain,
    title = "From Chain to Tree: Refining Chain-like Rules into Tree-like Rules on Knowledge Graphs",
    author = "Sun, Wangtao  and
      He, Shizhu  and
      Zhao, Jun  and
      Liu, Kang",
    editor = "Liu, Kang  and
      Song, Yangqiu  and
      Han, Zhen  and
      Sifa, Rafet  and
      He, Shizhu  and
      Long, Yunfei",
    booktitle = "Proceedings of Bridging Neurons and Symbols for Natural Language Processing and Knowledge Graphs Reasoning @ COLING 2025",
    month = jan,
    year = "2025",
    address = "Abu Dhabi, UAE",
    publisher = "ELRA and ICCL",
    url = "https://preview.aclanthology.org/manual-author-scripts/2025.neusymbridge-1.4/",
    pages = "31--39"
}
@inproceedings{guo-etal-2025-lab,
    title = "{LAB}-{KG}: A Retrieval-Augmented Generation Method with Knowledge Graphs for Medical Lab Test Interpretation",
    author = "Guo, Rui  and
      Devereux, Barry  and
      Farnan, Greg  and
      McLaughlin, Niall",
    editor = "Liu, Kang  and
      Song, Yangqiu  and
      Han, Zhen  and
      Sifa, Rafet  and
      He, Shizhu  and
      Long, Yunfei",
    booktitle = "Proceedings of Bridging Neurons and Symbols for Natural Language Processing and Knowledge Graphs Reasoning @ COLING 2025",
    month = jan,
    year = "2025",
    address = "Abu Dhabi, UAE",
    publisher = "ELRA and ICCL",
    url = "https://preview.aclanthology.org/manual-author-scripts/2025.neusymbridge-1.5/",
    pages = "40--50"
}
@inproceedings{dong-etal-2025-bridging,
    title = "Bridging Language and Scenes through Explicit 3-{D} Model Construction",
    author = "Dong, Tiansi  and
      Das, Writwick  and
      Sifa, Rafet",
    editor = "Liu, Kang  and
      Song, Yangqiu  and
      Han, Zhen  and
      Sifa, Rafet  and
      He, Shizhu  and
      Long, Yunfei",
    booktitle = "Proceedings of Bridging Neurons and Symbols for Natural Language Processing and Knowledge Graphs Reasoning @ COLING 2025",
    month = jan,
    year = "2025",
    address = "Abu Dhabi, UAE",
    publisher = "ELRA and ICCL",
    url = "https://preview.aclanthology.org/manual-author-scripts/2025.neusymbridge-1.6/",
    pages = "51--60"
}
@inproceedings{bai-etal-2025-vcrmner,
    title = "{VCRMNER}: Visual Cue Refinement in Multimodal {NER} using {CLIP} Prompts",
    author = "Bai, Yu  and
      Wang, Lianji  and
      Liu, Xiang  and
      Chi, Haifeng  and
      Zhang, Guiping",
    editor = "Liu, Kang  and
      Song, Yangqiu  and
      Han, Zhen  and
      Sifa, Rafet  and
      He, Shizhu  and
      Long, Yunfei",
    booktitle = "Proceedings of Bridging Neurons and Symbols for Natural Language Processing and Knowledge Graphs Reasoning @ COLING 2025",
    month = jan,
    year = "2025",
    address = "Abu Dhabi, UAE",
    publisher = "ELRA and ICCL",
    url = "https://preview.aclanthology.org/manual-author-scripts/2025.neusymbridge-1.7/",
    pages = "61--70"
}
@inproceedings{kang-etal-2025-neuro,
    title = "Neuro-Conceptual Artificial Intelligence: Integrating {OPM} with Deep Learning to Enhance Question Answering Quality",
    author = "Kang, Xin  and
      Shteyngardt, Veronika  and
      Wang, Yuhan  and
      Dori, Dov",
    editor = "Liu, Kang  and
      Song, Yangqiu  and
      Han, Zhen  and
      Sifa, Rafet  and
      He, Shizhu  and
      Long, Yunfei",
    booktitle = "Proceedings of Bridging Neurons and Symbols for Natural Language Processing and Knowledge Graphs Reasoning @ COLING 2025",
    month = jan,
    year = "2025",
    address = "Abu Dhabi, UAE",
    publisher = "ELRA and ICCL",
    url = "https://preview.aclanthology.org/manual-author-scripts/2025.neusymbridge-1.8/",
    pages = "71--85"
}
@inproceedings{al-saeedi-harma-2025-emergence,
    title = "Emergence of symbolic abstraction heads for in-context learning in large language models",
    author = "Al-Saeedi, Ali  and
      Harma, Aki",
    editor = "Liu, Kang  and
      Song, Yangqiu  and
      Han, Zhen  and
      Sifa, Rafet  and
      He, Shizhu  and
      Long, Yunfei",
    booktitle = "Proceedings of Bridging Neurons and Symbols for Natural Language Processing and Knowledge Graphs Reasoning @ COLING 2025",
    month = jan,
    year = "2025",
    address = "Abu Dhabi, UAE",
    publisher = "ELRA and ICCL",
    url = "https://preview.aclanthology.org/manual-author-scripts/2025.neusymbridge-1.9/",
    pages = "86--96"
}
@inproceedings{zinova-etal-2025-linking,
    title = "Linking language model predictions to human behaviour on scalar implicatures",
    author = "Zinova, Yulia  and
      Arps, David  and
      Spalek, Katharina  and
      Romoli, Jacopo",
    editor = "Liu, Kang  and
      Song, Yangqiu  and
      Han, Zhen  and
      Sifa, Rafet  and
      He, Shizhu  and
      Long, Yunfei",
    booktitle = "Proceedings of Bridging Neurons and Symbols for Natural Language Processing and Knowledge Graphs Reasoning @ COLING 2025",
    month = jan,
    year = "2025",
    address = "Abu Dhabi, UAE",
    publisher = "ELRA and ICCL",
    url = "https://preview.aclanthology.org/manual-author-scripts/2025.neusymbridge-1.10/",
    pages = "97--106"
}
@inproceedings{tayyar-madabushi-etal-2025-generative,
    title = "Generative {F}rame{N}et: Scalable and Adaptive Frames for Interpretable Knowledge Storage and Retrieval for {LLM}s Powered by {LLM}s",
    author = "Tayyar Madabushi, Harish  and
      Hudson, Taylor  and
      Bonial, Claire",
    editor = "Liu, Kang  and
      Song, Yangqiu  and
      Han, Zhen  and
      Sifa, Rafet  and
      He, Shizhu  and
      Long, Yunfei",
    booktitle = "Proceedings of Bridging Neurons and Symbols for Natural Language Processing and Knowledge Graphs Reasoning @ COLING 2025",
    month = jan,
    year = "2025",
    address = "Abu Dhabi, UAE",
    publisher = "ELRA and ICCL",
    url = "https://preview.aclanthology.org/manual-author-scripts/2025.neusymbridge-1.11/",
    pages = "107--119"
}