Publications
@misc{qin2023dodo,
title={Dodo: Dynamic Contextual Compression for Decoder-only LMs},
author={Guanghui Qin and Corby Rosset and Ethan C. Chau and Nikhil Rao and Benjamin Van Durme},
year={2024},
url={https://gqin.me/files/24papers/dodo.pdf},
}
@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}
}
@article {Lin2023.08.30.555648,
author = {Yiyan Lin and Dhiman Sankar Pal and Parijat Banerjee and Tatsat Banerjee and Guanghui Qin and Yu Deng and Jane Borleis and Pablo A. Iglesias and Peter N. Devreotes},
title = {Ras-mediated homeostatic control of front-back signaling dictates cell polarity},
elocation-id = {2023.08.30.555648},
year = {2023},
doi = {10.1101/2023.08.30.555648},
publisher = {Cold Spring Harbor Laboratory},
URL = {https://www.biorxiv.org/content/early/2023/09/01/2023.08.30.555648},
eprint = {https://www.biorxiv.org/content/early/2023/09/01/2023.08.30.555648.full.pdf},
journal = {bioRxiv}
}
@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",
}
- LOME: Large Ontology Multilingual Extraction. Patrick Xia*, Guanghui Qin*, Siddharth Vashishtha, Yunmo Chen, Tongfei Chen, Chandler May, Craig Harman, Kyle Rawlins, Aaron Steven White, and Benjamin Van Durme. In Annual Conference of the European Chapter of the Association for Computational Linguistics (EACL, demo), 2021. [paper] [demo] [code] [docker] [video] [bibtex]
@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},
}
- Everything Is All It Takes: A Multipronged Strategy for Zero-Shot Cross-Lingual Information Extraction. Mahsa Yarmohammadi, Shijie Wu, Marc Marone, Haoran Xu, Seth Ebner, Guanghui Qin, Yunmo Chen, Jialiang Guo, Craig Harman, Kenon Murray, Aaron Steven White, Mark Dredze, and Benjamin Van Durme. In Conference on Empirical Methods in Natural Language Processing (EMNLP, oral), 2021. [paper] [video] [code] [bibtex]
@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",
}