Publications

@inproceedings{qin-etal-2024-dodo,
  title = "Dodo: Dynamic Contextual Compression for Decoder-only {LM}s",
  author = "Qin, Guanghui  and
    Rosset, Corby  and
    Chau, Ethan  and
    Rao, Nikhil  and
    Van Durme, Benjamin",
  booktitle = "Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)",
  year = "2024",
  url = "https://aclanthology.org/2024.acl-long.536",
  pages = "9961--9975",
}

@article {lin2024ras,
  author = {Lin, Yiyan and Pal, Dhiman Sankar and Banerjee, Parijat and Banerjee, Tatsat and Qin, Guanghui and Deng, Yu and Borleis, Jane and Iglesias, Pablo A. and Devreotes, Peter N.},
  title = {Ras suppression potentiates rear actomyosin contractility-driven cell polarization and migration},
  year = {2024},
  URL = {https://www.nature.com/articles/s41556-024-01453-4},
  issue = {7},
  volumn = {26},
  pages = {1062--1076},
  journal = {Nature Cell Biology}
}

@misc{rosset2024researchy,
    title={Researchy Questions: A Dataset of Multi-Perspective, Decompositional Questions for LLM Web Agents},
    author={Corby Rosset and Ho-Lam Chung and Guanghui Qin and Ethan C. Chau and Zhuo Feng and Ahmed Awadallah and Jennifer Neville and Nikhil Rao},
    year={2024},
    eprint={2402.17896},
    archivePrefix={arXiv},
    primaryClass={cs.CL}
}

@misc{hou2024clercdatasetlegalcase,
    title={CLERC: A Dataset for Legal Case Retrieval and Retrieval-Augmented Analysis Generation},
    author={Abe Bohan Hou and Orion Weller and Guanghui Qin and Eugene Yang and Dawn Lawrie and Nils Holzenberger and Andrew Blair-Stanek and Benjamin Van Durme},
    year={2024},
    eprint={2406.17186},
    archivePrefix={arXiv},
    primaryClass={cs.CL}
    url={https://arxiv.org/abs/2406.17186},
}

@misc{tan2024streaming,
    title={Streaming Sequence Transduction through Dynamic Compression},
    author={Weiting Tan and Yunmo Chen and Tongfei Chen and Guanghui Qin and Haoran Xu and Heidi C. Zhang and Benjamin Van Durme and Philipp Koehn},
    year={2024},
    eprint={2402.01172},
    archivePrefix={arXiv},
    primaryClass={cs.CL}
}

@InProceedings{pmlr-v202-qin23a,
  title = {Nugget: Neural Agglomerative Embeddings of Text},
  author = {Qin, Guanghui and Van Durme, Benjamin},
  booktitle = {Proceedings of the 40th International Conference on Machine Learning},
  pages = {28337--28350},
  year = {2023},
  editor = {Krause, Andreas and Brunskill, Emma and Cho, Kyunghyun and Engelhardt, Barbara and Sabato, Sivan and Scarlett, Jonathan},
  volume = {202},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
  url = {https://proceedings.mlr.press/v202/qin23a.html},
}

@inproceedings{qin-etal-2023-nlp,
  title = "The {NLP} Task Effectiveness of Long-Range Transformers",
  author = "Qin, Guanghui  and Feng, Yukun  and Van Durme, Benjamin",
  booktitle = "Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics",
  year = "2023",
  address = "Dubrovnik, Croatia",
  publisher = "Association for Computational Linguistics",
  url = "https://aclanthology.org/2023.eacl-main.273",
  doi = "10.18653/v1/2023.eacl-main.273",
  pages = "3774--3790",
}

@inproceedings{qin-eisner-2021-learning,
  title = "Learning How to Ask: Querying {LM}s with Mixtures of Soft Prompts",
  author = "Qin, Guanghui and Eisner, Jason",
  booktitle = "Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies",
  year = "2021",
  address = "Online",
  publisher = "Association for Computational Linguistics",
  url = "https://dx.doi.org/10.18653/v1/2021.naacl-main.410",
  doi = "10.18653/v1/2021.naacl-main.410",
  pages = "5203--5212",
}

@inproceedings{xia-etal-2021-lome,
  title = "{LOME}: Large Ontology Multilingual Extraction",
  author = "Xia, Patrick  and
    Qin, Guanghui  and
    Vashishtha, Siddharth  and
    Chen, Yunmo  and
    Chen, Tongfei  and
    May, Chandler  and
    Harman, Craig  and
    Rawlins, Kyle  and
    White, Aaron Steven  and
    Van Durme, Benjamin",
  booktitle = "Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations",
  month = apr,
  year = "2021",
  address = "Online",
  publisher = "Association for Computational Linguistics",
  url = "https://dx.doi.org/10.18653/v1/2021.eacl-demos.19",
  doi = "10.18653/v1/2021.eacl-demos.19",
  pages = "149--159",
}

@article{10.1162/tacl_a_00380,
  author = {Culkin, Ryan and Hu, J. Edward and Stengel-Eskin, Elias and Qin, Guanghui and Durme, Benjamin Van},
  title = "{Iterative Paraphrastic Augmentation with Discriminative Span Alignment}",
  journal = {Transactions of the Association for Computational Linguistics},
  volume = {9},
  pages = {494-509},
  year = {2021},
  month = {05},
  issn = {2307-387X},
  doi = {10.1162/tacl_a_00380},
  url = {https://doi.org/10.1162/tacl\_a\_00380},
  eprint = {https://direct.mit.edu/tacl/article-pdf/doi/10.1162/tacl\_a\_00380/1924197/tacl\_a\_00380.pdf},
}

@inproceedings{yarmohammadi-etal-2021-everything,
  title = "Everything Is All It Takes: A Multipronged Strategy for Zero-Shot Cross-Lingual Information Extraction",
  author = "Yarmohammadi, Mahsa  and
    Wu, Shijie  and
    Marone, Marc  and
    Xu, Haoran  and
    Ebner, Seth  and
    Qin, Guanghui  and
    Chen, Yunmo  and
    Guo, Jialiang  and
    Harman, Craig  and
    Murray, Kenton  and
    White, Aaron Steven  and
    Dredze, Mark  and
    Van Durme, Benjamin",
  booktitle = "Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing",
  month = nov,
  year = "2021",
  address = "Online and Punta Cana, Dominican Republic",
  publisher = "Association for Computational Linguistics",
  url = "https://dx.doi.org/10.18653/v1/2021.emnlp-main.149",
  doi = "10.18653/v1/2021.emnlp-main.149",
  pages = "1950--1967",
}

@InProceedings{pmlr-v119-mei20a,
  title = {Neural Datalog Through Time: Informed Temporal Modeling via Logical Specification},
  author = {Mei, Hongyuan and Qin, Guanghui and Xu, Minjie and Eisner, Jason},
  booktitle = {Proceedings of the 37th International Conference on Machine Learning},
  pages = {6808--6819},
  year = {2020},
  editor = {III, Hal Daumé and Singh, Aarti},
  volume = {119},
  series = {Proceedings of Machine Learning Research},
  month = {13--18 Jul},
  publisher = {PMLR},
  pdf = {https://proceedings.mlr.press/v119/mei20a/mei20a.pdf},
  url = {https://proceedings.mlr.press/v119/mei20a.html},
}

@inproceedings{singh-etal-2020-copynext,
  title = "{C}opy{N}ext: Explicit Span Copying and Alignment in Sequence to Sequence Models",
  author = "Singh, Abhinav  and
    Xia, Patrick  and
    Qin, Guanghui  and
    Yarmohammadi, Mahsa  and
    Van Durme, Benjamin",
  booktitle = "Proceedings of the Fourth Workshop on Structured Prediction for NLP",
  month = nov,
  year = "2020",
  address = "Online",
  publisher = "Association for Computational Linguistics",
  url = "https://dx.doi.org/10.18653/v1/2020.spnlp-1.2",
  doi = "10.18653/v1/2020.spnlp-1.2",
  pages = "11--16",
}

@InProceedings{pmlr-v97-mei19a,
  title = {Imputing Missing Events in Continuous-Time Event Streams},
  author = {Mei, Hongyuan and Qin, Guanghui and Eisner, Jason},
  booktitle = {Proceedings of the 36th International Conference on Machine Learning},
  pages = {4475--4485},
  year = {2019},
  editor = {Chaudhuri, Kamalika and Salakhutdinov, Ruslan},
  volume = {97},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
  url = {https://proceedings.mlr.press/v97/mei19a.html},
}

@inproceedings{qin-etal-2018-learning,
  title = "Learning Latent Semantic Annotations for Grounding Natural Language to Structured Data",
  author = "Qin, Guanghui  and
    Yao, Jin-Ge  and
    Wang, Xuening  and
    Wang, Jinpeng  and
    Lin, Chin-Yew",
  booktitle = "Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing",
  month = oct # "-" # nov,
  year = "2018",
  address = "Brussels, Belgium",
  publisher = "Association for Computational Linguistics",
  url = "https://dx.doi.org/10.18653/v1/D18-1411",
  doi = "10.18653/v1/D18-1411",
  pages = "3761--3771",
}

@inproceedings{dou-etal-2018-data2text,
  title = "{D}ata2{T}ext Studio: Automated Text Generation from Structured Data",
  author = "Dou, Longxu  and
    Qin, Guanghui  and
    Wang, Jinpeng  and
    Yao, Jin-Ge  and
    Lin, Chin-Yew",
  booktitle = "Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
  month = nov,
  year = "2018",
  address = "Brussels, Belgium",
  publisher = "Association for Computational Linguistics",
  url = "https://dx.doi.org/10.18653/v1/D18-2003",
  doi = "10.18653/v1/D18-2003",
  pages = "13--18",
}