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ORCIDBibTeX records: Zhengzhong Liu 0001
@inproceedings{DBLP:conf/aaai/ZhaZWWFXHLXH26,
author = {Yuheng Zha and
Kun Zhou and
Yujia Wu and
Yushu Wang and
Jie Feng and
Zhi Xu and
Shibo Hao and
Zhengzhong Liu and
Eric P. Xing and
Zhiting Hu},
editor = {Sven Koenig and
Chad Jenkins and
Matthew E. Taylor},
title = {Vision-G1: Towards General Reasoning Vision-Language Models via Reinforcement
Learning},
booktitle = {Fortieth {AAAI} Conference on Artificial Intelligence, Thirty-Eighth
Conference on Innovative Applications of Artificial Intelligence,
Sixteenth Symposium on Educational Advances in Artificial Intelligence,
{AAAI} 2026, Singapore, January 20-27, 2026},
pages = {28131--28139},
publisher = {{AAAI} Press},
year = {2026},
url = {https://doi.org/10.1609/aaai.v40i33.40039},
doi = {10.1609/AAAI.V40I33.40039},
timestamp = {Sun, 10 May 2026 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhaZWWFXHLXH26.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/YinZWZSHGLSLXLJ26,
author = {Yanbin Yin and
Kun Zhou and
Zhen Wang and
Xiangdong Zhang and
Yifei Shao and
Shibo Hao and
Yi Gu and
Jieyuan Liu and
Somanshu Singla and
Tianyang Liu and
Eric P. Xing and
Zhengzhong Liu and
Haojian Jin and
Zhiting Hu},
editor = {Maria Liakata and
Viviane P. Moreira and
Jiajun Zhang and
David Jurgens},
title = {Decentralized Arena: Towards Democratic and Scalable Automatic Evaluation
of Language Models},
booktitle = {Proceedings of the 64th Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2026, San Diego, California,
United States, July 2-7, 2026},
pages = {35453--35469},
publisher = {Association for Computational Linguistics},
year = {2026},
url = {https://aclanthology.org/2026.acl-long.1639/},
timestamp = {Mon, 06 Jul 2026 17:30:28 +0200},
biburl = {https://dblp.org/rec/conf/acl/YinZWZSHGLSLXLJ26.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2601-11589,
author = {Jianshu She and
Zonghang Li and
Hongchao Du and
Shangyu Wu and
Wenhao Zheng and
Eric Xing and
Zhengzhong Liu and
Huaxiu Yao and
Jason Xue and
Qirong Ho},
title = {{LAPS:} {A} Length-Aware-Prefill {LLM} Serving System},
journal = {CoRR},
volume = {abs/2601.11589},
year = {2026},
url = {https://doi.org/10.48550/arXiv.2601.11589},
doi = {10.48550/ARXIV.2601.11589},
eprinttype = {arXiv},
eprint = {2601.11589},
timestamp = {Thu, 02 Jul 2026 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2601-11589.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2603-12151,
author = {Zhoujun Cheng and
Yutao Xie and
Yuxiao Qu and
Amrith Setlur and
Shibo Hao and
Varad Pimpalkhute and
Tongtong Liang and
Feng Yao and
Zhengzhong Liu and
Eric P. Xing and
Virginia Smith and
Ruslan Salakhutdinov and
Zhiting Hu and
Taylor W. Killian and
Aviral Kumar},
title = {IsoCompute Playbook: Optimally Scaling Sampling Compute for {LLM}
{RL}},
journal = {CoRR},
volume = {abs/2603.12151},
year = {2026},
url = {https://doi.org/10.48550/arXiv.2603.12151},
doi = {10.48550/ARXIV.2603.12151},
eprinttype = {arXiv},
eprint = {2603.12151},
timestamp = {Sat, 11 Apr 2026 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2603-12151.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2603-25887,
author = {Qiyue Gao and
Kun Zhou and
Jiannan Xiang and
Zihan Liu and
Dequan Yang and
Junrong Chen and
Arif Ahmad and
Cong Zeng and
Ganesh Bannur and
Xinqi Huang and
Zheqi Li and
Yi Gu and
Yichi Yang and
Guangyi Liu and
Zhiting Hu and
Zhengzhong Liu and
Eric P. Xing},
title = {World Reasoning Arena},
journal = {CoRR},
volume = {abs/2603.25887},
year = {2026},
url = {https://doi.org/10.48550/arXiv.2603.25887},
doi = {10.48550/ARXIV.2603.25887},
eprinttype = {arXiv},
eprint = {2603.25887},
timestamp = {Sun, 10 May 2026 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2603-25887.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2604-11201,
author = {Shibo Hao and
Zhining Zhang and
Zhiqi Liang and
Tianyang Liu and
Yuheng Zha and
Qiyue Gao and
Jixuan Chen and
Zilong Wang and
Zhoujun Cheng and
Haoxiang Zhang and
Junli Wang and
Hexi Jin and
Boyuan Zheng and
Kun Zhou and
Yu Wang and
Feng Yao and
Licheng Liu and
Yijiang Li and
Zhifei Li and
Zhengtao Han and
Pracha Promthaw and
Tommaso Cerruti and
Xiaohan Fu and
Ziqiao Ma and
Jingbo Shang and
Lianhui Qin and
Julian J. McAuley and
Eric P. Xing and
Zhengzhong Liu and
Rupesh Kumar Srivastava and
Zhiting Hu},
title = {CocoaBench: Evaluating Unified Digital Agents in the Wild},
journal = {CoRR},
volume = {abs/2604.11201},
year = {2026},
url = {https://doi.org/10.48550/arXiv.2604.11201},
doi = {10.48550/ARXIV.2604.11201},
eprinttype = {arXiv},
eprint = {2604.11201},
timestamp = {Tue, 26 May 2026 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2604-11201.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2605-13247,
author = {Linghao Jin and
Chufan Shi and
Huijuan Wang and
Nuan Wen and
Zhengzhong Liu and
Eric Xing and
Xuezhe Ma},
title = {{EMO:} Frustratingly Easy Progressive Training of Extendable MoE},
journal = {CoRR},
volume = {abs/2605.13247},
year = {2026},
url = {https://doi.org/10.48550/arXiv.2605.13247},
doi = {10.48550/ARXIV.2605.13247},
eprinttype = {arXiv},
eprint = {2605.13247},
timestamp = {Fri, 12 Jun 2026 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2605-13247.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2605-15290,
author = {Kyle R. Chickering and
Huijuan Wang and
Mengxi Wu and
Alexander Moreno and
Muhao Chen and
Xuezhe Ma and
Daria Soboleva and
Joel Hestness and
Zhengzhong Liu and
Eric P. Xing},
title = {GQA-{\(\mu\)}P: The maximal parameterization update for grouped query
attention},
journal = {CoRR},
volume = {abs/2605.15290},
year = {2026},
url = {https://doi.org/10.48550/arXiv.2605.15290},
doi = {10.48550/ARXIV.2605.15290},
eprinttype = {arXiv},
eprint = {2605.15290},
timestamp = {Tue, 23 Jun 2026 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2605-15290.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2605-22138,
author = {Mingkai Deng and
Jinyu Hou and
Lara S{\'{a}} Neves and
Varad Pimpalkhute and
Taylor W. Killian and
Zhengzhong Liu and
Eric P. Xing},
title = {Efficient Agentic Reasoning Through Self-Regulated Simulative Planning},
journal = {CoRR},
volume = {abs/2605.22138},
year = {2026},
url = {https://doi.org/10.48550/arXiv.2605.22138},
doi = {10.48550/ARXIV.2605.22138},
eprinttype = {arXiv},
eprint = {2605.22138},
timestamp = {Fri, 12 Jun 2026 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2605-22138.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/SheZ00XYH25,
author = {Jianshu She and
Wenhao Zheng and
Zhengzhong Liu and
Hongyi Wang and
Eric P. Xing and
Huaxiu Yao and
Qirong Ho},
editor = {Pushkar Mishra and
Smaranda Muresan and
Tao Yu},
title = {Token Level Routing Inference System for Edge Devices},
booktitle = {Proceedings of the 63rd Annual Meeting of the Association for Computational
Linguistics (Volume 3: System Demonstrations), {ACL} 2025, Vienna,
Austria, July 27 - August 1, 2025},
pages = {159--166},
publisher = {Association for Computational Linguistics},
year = {2025},
url = {https://doi.org/10.18653/v1/2025.acl-demo.16},
doi = {10.18653/V1/2025.ACL-DEMO.16},
timestamp = {Tue, 10 Feb 2026 15:43:30 +0100},
biburl = {https://dblp.org/rec/conf/acl/SheZ00XYH25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/SheLXLH25,
author = {Jianshu She and
Xinyue Li and
Eric P. Xing and
Zhengzhong Liu and
Qirong Ho},
editor = {Christos Christodoulopoulos and
Tanmoy Chakraborty and
Carolyn Rose and
Violet Peng},
title = {Linear Steerability in Language Models: When It Emerges and How It
Evolves},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2025, Suzhou, China, November 4-9, 2025},
pages = {17821--17846},
publisher = {Association for Computational Linguistics},
year = {2025},
url = {https://doi.org/10.18653/v1/2025.findings-emnlp.969},
doi = {10.18653/V1/2025.FINDINGS-EMNLP.969},
timestamp = {Wed, 10 Jun 2026 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/SheLXLH25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/0001HY00X025,
author = {Yonghao Zhuang and
Lanxiang Hu and
Longfei Yun and
Souvik Kundu and
Zhengzhong Liu and
Eric P. Xing and
Hao Zhang},
title = {Scaling Long Context Training Data by Long-Distance Referrals},
booktitle = {The Thirteenth International Conference on Learning Representations,
{ICLR} 2025, Singapore, April 24-28, 2025},
publisher = {OpenReview.net},
year = {2025},
url = {https://openreview.net/forum?id=tePFpDgyqg},
timestamp = {Thu, 15 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/0001HY00X025.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Li0X25,
author = {Yuan Li and
Zhengzhong Liu and
Eric P. Xing},
editor = {Aarti Singh and
Maryam Fazel and
Daniel Hsu and
Simon Lacoste{-}Julien and
Felix Berkenkamp and
Tegan Maharaj and
Kiri Wagstaff and
Jerry Zhu},
title = {Data Mixing Optimization for Supervised Fine-Tuning of Large Language
Models},
booktitle = {Forty-second International Conference on Machine Learning, {ICML}
2025, Vancouver, BC, Canada, July 13-19, 2025},
series = {Proceedings of Machine Learning Research},
volume = {267},
publisher = {{PMLR} / OpenReview.net},
year = {2025},
url = {https://proceedings.mlr.press/v267/li25bh.html},
timestamp = {Wed, 04 Feb 2026 16:54:16 +0100},
biburl = {https://dblp.org/rec/conf/icml/Li0X25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhangCSDS0025,
author = {Peiyuan Zhang and
Yongqi Chen and
Runlong Su and
Hangliang Ding and
Ion Stoica and
Zhengzhong Liu and
Hao Zhang},
editor = {Aarti Singh and
Maryam Fazel and
Daniel Hsu and
Simon Lacoste{-}Julien and
Felix Berkenkamp and
Tegan Maharaj and
Kiri Wagstaff and
Jerry Zhu},
title = {Fast Video Generation with Sliding Tile Attention},
booktitle = {Forty-second International Conference on Machine Learning, {ICML}
2025, Vancouver, BC, Canada, July 13-19, 2025},
series = {Proceedings of Machine Learning Research},
volume = {267},
publisher = {{PMLR} / OpenReview.net},
year = {2025},
url = {https://proceedings.mlr.press/v267/zhang25m.html},
timestamp = {Wed, 04 Feb 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ZhangCSDS0025.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/LiHZMWZGLWSQWHY25,
author = {Haonan Li and
Xudong Han and
Zenan Zhai and
Honglin Mu and
Hao Wang and
Zhenxuan Zhang and
Yilin Geng and
Shom Lin and
Renxi Wang and
Artem Shelmanov and
Xiangyu Qi and
Yuxia Wang and
Donghai Hong and
Youliang Yuan and
Meng Chen and
Haoqin Tu and
Fajri Koto and
Cong Zeng and
Tatsuki Kuribayashi and
Rishabh Bhardwaj and
Bingchen Zhao and
Yawen Duan and
Yi Liu and
Emad A. Alghamdi and
Yaodong Yang and
Yinpeng Dong and
Soujanya Poria and
Pengfei Liu and
Zhengzhong Liu and
Xuguang Ren and
Eduard H. Hovy and
Iryna Gurevych and
Preslav Nakov and
Monojit Choudhury and
Timothy Baldwin},
editor = {Nouha Dziri and
Sean (Xiang) Ren and
Shizhe Diao},
title = {Libra-Leaderboard: Towards Responsible {AI} through a Balanced Leaderboard
of Safety and Capability},
booktitle = {Proceedings of the 2025 Conference of the Nations of the Americas
Chapter of the Association for Computational Linguistics: Human Language
Technologies, {NAACL} 2025 - System Demonstrations, Albuquerque, New
Mexico, USA, April 29 - May 4, 2025},
pages = {268--286},
publisher = {Association for Computational Linguistics},
year = {2025},
url = {https://doi.org/10.18653/v1/2025.naacl-demo.23},
doi = {10.18653/V1/2025.NAACL-DEMO.23},
timestamp = {Wed, 25 Feb 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/naacl/LiHZMWZGLWSQWHY25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChengHLZXYBDZZG25,
author = {Jorge (Zhoujun) Cheng and
Shibo Hao and
Tianyang Liu and
Fan Zhou and
Yutao Xie and
Feng Yao and
Yuexin Bian and
Nilabjo Dey and
Yonghao Zhuang and
Yuheng Zha and
Yi Gu and
Kun Zhou and
Yuqi Wang and
Yuan Li and
Richard Fan and
Jianshu She and
Chengqian Gao and
Abulhair Saparov and
Taylor W. Killian and
Haonan Li and
Mikhail Yurochkin and
Eric P. Xing and
Zhengzhong Liu and
Zhiting Hu},
editor = {Danielle Belgrave and
Cheng Zhang and
Laura N. Montoya and
Hsuan{-}Tien Lin and
Razvan Pascanu and
Piotr Koniusz and
Marzyeh Ghassemi and
Nancy Chen and
Iv{\'{a}}n Vladimir Meza Ru{\'{\i}}z and
Arturo Loaiza{-}Bonilla},
title = {Revisiting Reinforcement Learning for {LLM} Reasoning from {A} Cross-Domain
Perspective},
booktitle = {Advances in Neural Information Processing Systems 38: Annual Conference
on Neural Information Processing Systems 2025, NeurIPS 2025, San Diago,
CA, USA, December 2-7, 2025 / Mexico City, Mexico, November 30 - December
5, 2025},
year = {2025},
url = {http://papers.nips.cc/paper\_files/paper/2025/hash/c2f71567cd53464161cab3336e8fc865-Abstract-Datasets\_and\_Benchmarks\_Track.html},
timestamp = {Tue, 23 Jun 2026 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/ChengHLZXYBDZZG25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhangCHLLSXZ25,
author = {Peiyuan Zhang and
Yongqi Chen and
Haofeng Huang and
Will Lin and
Zhengzhong Liu and
Ion Stoica and
Eric P. Xing and
Hao Zhang},
editor = {Danielle Belgrave and
Cheng Zhang and
Laura N. Montoya and
Hsuan{-}Tien Lin and
Razvan Pascanu and
Piotr Koniusz and
Marzyeh Ghassemi and
Nancy Chen and
Iv{\'{a}}n Vladimir Meza Ru{\'{\i}}z and
Arturo Loaiza{-}Bonilla},
title = {Faster Video Diffusion with Trainable Sparse Attention},
booktitle = {Advances in Neural Information Processing Systems 38: Annual Conference
on Neural Information Processing Systems 2025, NeurIPS 2025, San Diago,
CA, USA, December 2-7, 2025 / Mexico City, Mexico, November 30 - December
5, 2025},
year = {2025},
url = {http://papers.nips.cc/paper\_files/paper/2025/hash/dfc310e81992d2e4cedc09ac47eff13e-Abstract-Conference.html},
timestamp = {Mon, 15 Jun 2026 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/ZhangCHLLSXZ25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2501-07124,
author = {Zhengzhong Liu and
Bowen Tan and
Hongyi Wang and
Willie Neiswanger and
Tianhua Tao and
Haonan Li and
Fajri Koto and
Yuqi Wang and
Suqi Sun and
Omkar Pangarkar and
Richard Fan and
Yi Gu and
Victor Miller and
Liqun Ma and
Liping Tang and
Nikhil Ranjan and
Yonghao Zhuang and
Guowei He and
Renxi Wang and
Mingkai Deng and
Robin Algayres and
Yuanzhi Li and
Zhiqiang Shen and
Preslav Nakov and
Eric P. Xing},
title = {{LLM360} {K2:} Building a 65B 360-Open-Source Large Language Model
from Scratch},
journal = {CoRR},
volume = {abs/2501.07124},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2501.07124},
doi = {10.48550/ARXIV.2501.07124},
eprinttype = {arXiv},
eprint = {2501.07124},
timestamp = {Thu, 18 Sep 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2501-07124.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2502-01976,
author = {Wenhao Zheng and
Yixiao Chen and
Weitong Zhang and
Souvik Kundu and
Yun Li and
Zhengzhong Liu and
Eric P. Xing and
Hongyi Wang and
Huaxiu Yao},
title = {{CITER:} Collaborative Inference for Efficient Large Language Model
Decoding with Token-Level Routing},
journal = {CoRR},
volume = {abs/2502.01976},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2502.01976},
doi = {10.48550/ARXIV.2502.01976},
eprinttype = {arXiv},
eprint = {2502.01976},
timestamp = {Wed, 25 Feb 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2502-01976.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2504-02807,
author = {Fan Zhou and
Zengzhi Wang and
Nikhil Ranjan and
Zhoujun Cheng and
Liping Tang and
Guowei He and
Zhengzhong Liu and
Eric P. Xing},
title = {MegaMath: Pushing the Limits of Open Math Corpora},
journal = {CoRR},
volume = {abs/2504.02807},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2504.02807},
doi = {10.48550/ARXIV.2504.02807},
eprinttype = {arXiv},
eprint = {2504.02807},
timestamp = {Mon, 19 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2504-02807.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2504-07878,
author = {Jianshu She and
Wenhao Zheng and
Zhengzhong Liu and
Hongyi Wang and
Eric P. Xing and
Huaxiu Yao and
Qirong Ho},
title = {Token Level Routing Inference System for Edge Devices},
journal = {CoRR},
volume = {abs/2504.07878},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2504.07878},
doi = {10.48550/ARXIV.2504.07878},
eprinttype = {arXiv},
eprint = {2504.07878},
timestamp = {Wed, 21 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2504-07878.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2505-12808,
author = {Yanbin Yin and
Kun Zhou and
Zhen Wang and
Zhaoxiang Zhang and
Yifei Shao and
Shibo Hao and
Yi Gu and
Jieyuan Liu and
Somanshu Singla and
Tianyang Liu and
Eric P. Xing and
Zhengzhong Liu and
Haojian Jin and
Zhiting Hu},
title = {Decentralized Arena: Towards Democratic and Scalable Automatic Evaluation
of Language Models},
journal = {CoRR},
volume = {abs/2505.12808},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2505.12808},
doi = {10.48550/ARXIV.2505.12808},
eprinttype = {arXiv},
eprint = {2505.12808},
timestamp = {Sun, 10 May 2026 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2505-12808.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2505-13389,
author = {Peiyuan Zhang and
Haofeng Huang and
Yongqi Chen and
Will Lin and
Zhengzhong Liu and
Ion Stoica and
Eric Xing and
Hao Zhang},
title = {{VSA:} Faster Video Diffusion with Trainable Sparse Attention},
journal = {CoRR},
volume = {abs/2505.13389},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2505.13389},
doi = {10.48550/ARXIV.2505.13389},
eprinttype = {arXiv},
eprint = {2505.13389},
timestamp = {Fri, 12 Jun 2026 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2505-13389.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2506-01928,
author = {Subham Sekhar Sahoo and
Zhihan Yang and
Yash Akhauri and
Johnna Liu and
Deepansha Singh and
Zhoujun Cheng and
Zhengzhong Liu and
Eric Xing and
John Thickstun and
Arash Vahdat},
title = {Esoteric Language Models},
journal = {CoRR},
volume = {abs/2506.01928},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2506.01928},
doi = {10.48550/ARXIV.2506.01928},
eprinttype = {arXiv},
eprint = {2506.01928},
timestamp = {Fri, 12 Jun 2026 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2506-01928.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2506-14965,
author = {Zhoujun Cheng and
Shibo Hao and
Tianyang Liu and
Fan Zhou and
Yutao Xie and
Feng Yao and
Yuexin Bian and
Yonghao Zhuang and
Nilabjo Dey and
Yuheng Zha and
Yi Gu and
Kun Zhou and
Yuqi Wang and
Yuan Li and
Richard Fan and
Jianshu She and
Chengqian Gao and
Abulhair Saparov and
Haonan Li and
Taylor W. Killian and
Mikhail Yurochkin and
Zhengzhong Liu and
Eric P. Xing and
Zhiting Hu},
title = {Revisiting Reinforcement Learning for {LLM} Reasoning from {A} Cross-Domain
Perspective},
journal = {CoRR},
volume = {abs/2506.14965},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2506.14965},
doi = {10.48550/ARXIV.2506.14965},
eprinttype = {arXiv},
eprint = {2506.14965},
timestamp = {Sun, 10 May 2026 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2506-14965.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2507-14897,
author = {Renxi Wang and
Rifo Ahmad Genadi and
Bilal El Bouardi and
Yongxin Wang and
Fajri Koto and
Zhengzhong Liu and
Timothy Baldwin and
Haonan Li},
title = {AgentFly: Extensible and Scalable Reinforcement Learning for {LM}
Agents},
journal = {CoRR},
volume = {abs/2507.14897},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2507.14897},
doi = {10.48550/ARXIV.2507.14897},
eprinttype = {arXiv},
eprint = {2507.14897},
timestamp = {Mon, 18 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2507-14897.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2508-01892,
author = {Jianshu She and
Xinyue Li and
Eric P. Xing and
Zhengzhong Liu and
Qirong Ho},
title = {How Does Controllability Emerge In Language Models During Pretraining?},
journal = {CoRR},
volume = {abs/2508.01892},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2508.01892},
doi = {10.48550/ARXIV.2508.01892},
eprinttype = {arXiv},
eprint = {2508.01892},
timestamp = {Wed, 10 Sep 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2508-01892.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2508-11953,
author = {Yuan Li and
Zhengzhong Liu and
Eric P. Xing},
title = {Data Mixing Optimization for Supervised Fine-Tuning of Large Language
Models},
journal = {CoRR},
volume = {abs/2508.11953},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2508.11953},
doi = {10.48550/ARXIV.2508.11953},
eprinttype = {arXiv},
eprint = {2508.11953},
timestamp = {Tue, 16 Sep 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2508-11953.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2508-12680,
author = {Yuheng Zha and
Kun Zhou and
Yujia Wu and
Yushu Wang and
Jie Feng and
Zhi Xu and
Shibo Hao and
Zhengzhong Liu and
Eric P. Xing and
Zhiting Hu},
title = {Vision-G1: Towards General Vision Language Reasoning with Multi-Domain
Data Curation},
journal = {CoRR},
volume = {abs/2508.12680},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2508.12680},
doi = {10.48550/ARXIV.2508.12680},
eprinttype = {arXiv},
eprint = {2508.12680},
timestamp = {Sun, 10 May 2026 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2508-12680.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2509-07604,
author = {Zhoujun Cheng and
Richard Fan and
Shibo Hao and
Taylor W. Killian and
Haonan Li and
Suqi Sun and
Hector Ren and
Alexander Moreno and
Daqian Zhang and
Tianjun Zhong and
Yuxin Xiong and
Yuanzhe Hu and
Yutao Xie and
Xudong Han and
Yuqi Wang and
Varad Pimpalkhute and
Yonghao Zhuang and
Aaryamonvikram Singh and
Xuezhi Liang and
Anze Xie and
Jianshu She and
Desai Fan and
Chengqian Gao and
Liqun Ma and
Mikhail Yurochkin and
John Maggs and
Xuezhe Ma and
Guowei He and
Zhiting Hu and
Zhengzhong Liu and
Eric P. Xing},
title = {K2-Think: {A} Parameter-Efficient Reasoning System},
journal = {CoRR},
volume = {abs/2509.07604},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2509.07604},
doi = {10.48550/ARXIV.2509.07604},
eprinttype = {arXiv},
eprint = {2509.07604},
timestamp = {Mon, 13 Oct 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2509-07604.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2511-09057,
author = {Jiannan Xiang and
Yi Gu and
Zihan Liu and
Zeyu Feng and
Qiyue Gao and
Yiyan Hu and
Benhao Huang and
Guangyi Liu and
Yichi Yang and
Kun Zhou and
Davit Abrahamyan and
Arif Ahmad and
Ganesh Bannur and
Junrong Chen and
Kimi Chen and
Mingkai Deng and
Ruobing Han and
Xinqi Huang and
Haoqiang Kang and
Zheqi Li and
Enze Ma and
Hector Ren and
Yashowardhan Shinde and
Rohan Shingre and
Ramsundar Tanikella and
Kaiming Tao and
Dequan Yang and
Xinle Yu and
Cong Zeng and
Binglin Zhou and
Hector Liu and
Zhiting Hu and
Eric P. Xing},
title = {{PAN:} {A} World Model for General, Interactable, and Long-Horizon
World Simulation},
journal = {CoRR},
volume = {abs/2511.09057},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2511.09057},
doi = {10.48550/ARXIV.2511.09057},
eprinttype = {arXiv},
eprint = {2511.09057},
timestamp = {Sun, 10 May 2026 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2511-09057.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YunLTBWJDWTL0NB24,
author = {Sukmin Yun and
Haokun Lin and
Rusiru Thushara and
Mohammad Qazim Bhat and
Yongxin Wang and
Zutao Jiang and
Mingkai Deng and
Jinhong Wang and
Tianhua Tao and
Junbo Li and
Haonan Li and
Preslav Nakov and
Timothy Baldwin and
Zhengzhong Liu and
Eric P. Xing and
Xiaodan Liang and
Zhiqiang Shen},
editor = {Amir Globersons and
Lester Mackey and
Danielle Belgrave and
Angela Fan and
Ulrich Paquet and
Jakub M. Tomczak and
Cheng Zhang},
title = {Web2Code: {A} Large-scale Webpage-to-Code Dataset and Evaluation Framework
for Multimodal LLMs},
booktitle = {Advances in Neural Information Processing Systems 37: Annual Conference
on Neural Information Processing Systems 2024, NeurIPS 2024, Vancouver,
BC, Canada, December 10 - 15, 2024},
year = {2024},
url = {http://papers.nips.cc/paper\_files/paper/2024/hash/cb66be286795d71f89367d596bf78ea7-Abstract-Datasets\_and\_Benchmarks\_Track.html},
timestamp = {Tue, 26 May 2026 17:12:08 +0200},
biburl = {https://dblp.org/rec/conf/nips/YunLTBWJDWTL0NB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-09455,
author = {Jiannan Xiang and
Guangyi Liu and
Yi Gu and
Qiyue Gao and
Yuting Ning and
Yuheng Zha and
Zeyu Feng and
Tianhua Tao and
Shibo Hao and
Yemin Shi and
Zhengzhong Liu and
Eric P. Xing and
Zhiting Hu},
title = {Pandora: Towards General World Model with Natural Language Actions
and Video States},
journal = {CoRR},
volume = {abs/2406.09455},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.09455},
doi = {10.48550/ARXIV.2406.09455},
eprinttype = {arXiv},
eprint = {2406.09455},
timestamp = {Thu, 18 Sep 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-09455.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-20098,
author = {Sukmin Yun and
Haokun Lin and
Rusiru Thushara and
Mohammad Qazim Bhat and
Yongxin Wang and
Zutao Jiang and
Mingkai Deng and
Jinhong Wang and
Tianhua Tao and
Junbo Li and
Haonan Li and
Preslav Nakov and
Timothy Baldwin and
Zhengzhong Liu and
Eric P. Xing and
Xiaodan Liang and
Zhiqiang Shen},
title = {Web2Code: {A} Large-scale Webpage-to-Code Dataset and Evaluation Framework
for Multimodal LLMs},
journal = {CoRR},
volume = {abs/2406.20098},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.20098},
doi = {10.48550/ARXIV.2406.20098},
eprinttype = {arXiv},
eprint = {2406.20098},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-20098.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2410-18982,
author = {Yiwei Qin and
Xuefeng Li and
Haoyang Zou and
Yixiu Liu and
Shijie Xia and
Zhen Huang and
Yixin Ye and
Weizhe Yuan and
Hector Liu and
Yuanzhi Li and
Pengfei Liu},
title = {{O1} Replication Journey: {A} Strategic Progress Report - Part 1},
journal = {CoRR},
volume = {abs/2410.18982},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2410.18982},
doi = {10.48550/ARXIV.2410.18982},
eprinttype = {arXiv},
eprint = {2410.18982},
timestamp = {Mon, 24 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2410-18982.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2411-04156,
author = {Tianhua Tao and
Junbo Li and
Bowen Tan and
Hongyi Wang and
William Marshall and
Bhargav Kanakiya and
Joel Hestness and
Natalia Vassilieva and
Zhiqiang Shen and
Eric P. Xing and
Zhengzhong Liu},
title = {Crystal: Illuminating {LLM} Abilities on Language and Code},
journal = {CoRR},
volume = {abs/2411.04156},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2411.04156},
doi = {10.48550/ARXIV.2411.04156},
eprinttype = {arXiv},
eprint = {2411.04156},
timestamp = {Wed, 01 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2411-04156.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2412-18551,
author = {Haonan Li and
Xudong Han and
Zenan Zhai and
Honglin Mu and
Hao Wang and
Zhenxuan Zhang and
Yilin Geng and
Shom Lin and
Renxi Wang and
Artem Shelmanov and
Xiangyu Qi and
Yuxia Wang and
Donghai Hong and
Youliang Yuan and
Meng Chen and
Haoqin Tu and
Fajri Koto and
Tatsuki Kuribayashi and
Cong Zeng and
Rishabh Bhardwaj and
Bingchen Zhao and
Yawen Duan and
Yi Liu and
Emad A. Alghamdi and
Yaodong Yang and
Yinpeng Dong and
Soujanya Poria and
Pengfei Liu and
Zhengzhong Liu and
Xuguang Ren and
Eduard H. Hovy and
Iryna Gurevych and
Preslav Nakov and
Monojit Choudhury and
Timothy Baldwin},
title = {Libra-Leaderboard: Towards Responsible {AI} through a Balanced Leaderboard
of Safety and Capability},
journal = {CoRR},
volume = {abs/2412.18551},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2412.18551},
doi = {10.48550/ARXIV.2412.18551},
eprinttype = {arXiv},
eprint = {2412.18551},
timestamp = {Mon, 20 Oct 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2412-18551.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-16149,
author = {Neha Sengupta and
Sunil Kumar Sahu and
Bokang Jia and
Satheesh Katipomu and
Haonan Li and
Fajri Koto and
Osama Mohammed Afzal and
Samta Kamboj and
Onkar Pandit and
Rahul Pal and
Lalit Pradhan and
Zain Muhammad Mujahid and
Massa Baali and
Alham Fikri Aji and
Zhengzhong Liu and
Andy Hock and
Andrew Feldman and
Jonathan Lee and
Andrew Jackson and
Preslav Nakov and
Timothy Baldwin and
Eric P. Xing},
title = {Jais and Jais-chat: Arabic-Centric Foundation and Instruction-Tuned
Open Generative Large Language Models},
journal = {CoRR},
volume = {abs/2308.16149},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.16149},
doi = {10.48550/ARXIV.2308.16149},
eprinttype = {arXiv},
eprint = {2308.16149},
timestamp = {Wed, 19 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-16149.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-10818,
author = {Zhiqiang Shen and
Tianhua Tao and
Liqun Ma and
Willie Neiswanger and
Zhengzhong Liu and
Hongyi Wang and
Bowen Tan and
Joel Hestness and
Natalia Vassilieva and
Daria Soboleva and
Eric P. Xing},
title = {SlimPajama-DC: Understanding Data Combinations for {LLM} Training},
journal = {CoRR},
volume = {abs/2309.10818},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.10818},
doi = {10.48550/ARXIV.2309.10818},
eprinttype = {arXiv},
eprint = {2309.10818},
timestamp = {Mon, 29 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-10818.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-09505,
author = {Yuxin Pei and
Pushkar Bhuse and
Zhengzhong Liu and
Eric P. Xing},
title = {SegMix: {A} Simple Structure-Aware Data Augmentation Method},
journal = {CoRR},
volume = {abs/2311.09505},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.09505},
doi = {10.48550/ARXIV.2311.09505},
eprinttype = {arXiv},
eprint = {2311.09505},
timestamp = {Tue, 06 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-09505.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-06550,
author = {Zhengzhong Liu and
Aurick Qiao and
Willie Neiswanger and
Hongyi Wang and
Bowen Tan and
Tianhua Tao and
Junbo Li and
Yuqi Wang and
Suqi Sun and
Omkar Pangarkar and
Richard Fan and
Yi Gu and
Victor Miller and
Yonghao Zhuang and
Guowei He and
Haonan Li and
Fajri Koto and
Liping Tang and
Nikhil Ranjan and
Zhiqiang Shen and
Xuguang Ren and
Roberto Iriondo and
Cun Mu and
Zhiting Hu and
Mark Schulze and
Preslav Nakov and
Tim Baldwin and
Eric P. Xing},
title = {{LLM360:} Towards Fully Transparent Open-Source LLMs},
journal = {CoRR},
volume = {abs/2312.06550},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.06550},
doi = {10.48550/ARXIV.2312.06550},
eprinttype = {arXiv},
eprint = {2312.06550},
timestamp = {Thu, 18 Sep 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-06550.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/Xiang0ZXH22,
author = {Jiannan Xiang and
Zhengzhong Liu and
Yucheng Zhou and
Eric P. Xing and
Zhiting Hu},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {{ASDOT:} Any-Shot Data-to-Text Generation with Pretrained Language
Models},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022},
series = {Findings of {ACL}},
volume = {{EMNLP} 2022},
pages = {1886--1899},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.findings-emnlp.136},
doi = {10.18653/V1/2022.FINDINGS-EMNLP.136},
timestamp = {Wed, 10 Jun 2026 11:16:45 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/Xiang0ZXH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/GuoT0XH22,
author = {Han Guo and
Bowen Tan and
Zhengzhong Liu and
Eric P. Xing and
Zhiting Hu},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {Efficient (Soft) Q-Learning for Text Generation with Limited Good
Data},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022},
series = {Findings of {ACL}},
volume = {{EMNLP} 2022},
pages = {6969--6991},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.findings-emnlp.518},
doi = {10.18653/V1/2022.FINDINGS-EMNLP.518},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/GuoT0XH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-04325,
author = {Jiannan Xiang and
Zhengzhong Liu and
Yucheng Zhou and
Eric P. Xing and
Zhiting Hu},
title = {{ASDOT:} Any-Shot Data-to-Text Generation with Pretrained Language
Models},
journal = {CoRR},
volume = {abs/2210.04325},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.04325},
doi = {10.48550/ARXIV.2210.04325},
eprinttype = {arXiv},
eprint = {2210.04325},
timestamp = {Wed, 12 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-04325.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/conll/PratapaLHLYZM21,
author = {Adithya Pratapa and
Zhengzhong Liu and
Kimihiro Hasegawa and
Linwei Li and
Yukari Yamakawa and
Shikun Zhang and
Teruko Mitamura},
editor = {Arianna Bisazza and
Omri Abend},
title = {Cross-document Event Identity via Dense Annotation},
booktitle = {Proceedings of the 25th Conference on Computational Natural Language
Learning, CoNLL 2021, Online, November 10-11, 2021},
pages = {496--517},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.conll-1.39},
doi = {10.18653/V1/2021.CONLL-1.39},
timestamp = {Wed, 13 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/conll/PratapaLHLYZM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/DengTLXH21,
author = {Mingkai Deng and
Bowen Tan and
Zhengzhong Liu and
Eric P. Xing and
Zhiting Hu},
editor = {Marie{-}Francine Moens and
Xuanjing Huang and
Lucia Specia and
Scott Wen{-}tau Yih},
title = {Compression, Transduction, and Creation: {A} Unified Framework for
Evaluating Natural Language Generation},
booktitle = {Proceedings of the 2021 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2021, Virtual Event / Punta Cana, Dominican
Republic, 7-11 November, 2021},
pages = {7580--7605},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.emnlp-main.599},
doi = {10.18653/V1/2021.EMNLP-MAIN.599},
timestamp = {Fri, 16 Feb 2024 08:27:36 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/DengTLXH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-01834,
author = {Zhengzhong Liu and
Guanxiong Ding and
Avinash Bukkittu and
Mansi Gupta and
Pengzhi Gao and
Atif Ahmed and
Shikun Zhang and
Xin Gao and
Swapnil Singhavi and
Linwei Li and
Wei Wei and
Zecong Hu and
Haoran Shi and
Xiaodan Liang and
Teruko Mitamura and
Eric P. Xing and
Zhiting Hu},
title = {A Data-Centric Framework for Composable {NLP} Workflows},
journal = {CoRR},
volume = {abs/2103.01834},
year = {2021},
url = {https://arxiv.org/abs/2103.01834},
eprinttype = {arXiv},
eprint = {2103.01834},
timestamp = {Mon, 26 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-01834.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-07704,
author = {Han Guo and
Bowen Tan and
Zhengzhong Liu and
Eric P. Xing and
Zhiting Hu},
title = {Text Generation with Efficient (Soft) Q-Learning},
journal = {CoRR},
volume = {abs/2106.07704},
year = {2021},
url = {https://arxiv.org/abs/2106.07704},
eprinttype = {arXiv},
eprint = {2106.07704},
timestamp = {Tue, 29 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-07704.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-06379,
author = {Mingkai Deng and
Bowen Tan and
Zhengzhong Liu and
Eric P. Xing and
Zhiting Hu},
title = {Compression, Transduction, and Creation: {A} Unified Framework for
Evaluating Natural Language Generation},
journal = {CoRR},
volume = {abs/2109.06379},
year = {2021},
url = {https://arxiv.org/abs/2109.06379},
eprinttype = {arXiv},
eprint = {2109.06379},
timestamp = {Wed, 19 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-06379.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-06417,
author = {Adithya Pratapa and
Zhengzhong Liu and
Kimihiro Hasegawa and
Linwei Li and
Yukari Yamakawa and
Shikun Zhang and
Teruko Mitamura},
title = {Cross-document Event Identity via Dense Annotation},
journal = {CoRR},
volume = {abs/2109.06417},
year = {2021},
url = {https://arxiv.org/abs/2109.06417},
eprinttype = {arXiv},
eprint = {2109.06417},
timestamp = {Wed, 13 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-06417.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ZhangKLMH20,
author = {Zhisong Zhang and
Xiang Kong and
Zhengzhong Liu and
Xuezhe Ma and
Eduard H. Hovy},
editor = {Dan Jurafsky and
Joyce Chai and
Natalie Schluter and
Joel R. Tetreault},
title = {A Two-Step Approach for Implicit Event Argument Detection},
booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2020, Online, July 5-10, 2020},
pages = {7479--7485},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.acl-main.667},
doi = {10.18653/V1/2020.ACL-MAIN.667},
timestamp = {Tue, 14 Oct 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/ZhangKLMH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/LiuDBGGAZGSLWHS20,
author = {Zhengzhong Liu and
Guanxiong Ding and
Avinash Bukkittu and
Mansi Gupta and
Pengzhi Gao and
Atif Ahmed and
Shikun Zhang and
Xin Gao and
Swapnil Singhavi and
Linwei Li and
Wei Wei and
Zecong Hu and
Haoran Shi and
Xiaodan Liang and
Teruko Mitamura and
Eric P. Xing and
Zhiting Hu},
editor = {Qun Liu and
David Schlangen},
title = {A Data-Centric Framework for Composable {NLP} Workflows},
booktitle = {Proceedings of the 2020 Conference on Empirical Methods in Natural
Language Processing: System Demonstrations, {EMNLP} 2020 - Demos,
Online, November 16-20, 2020},
pages = {197--204},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.emnlp-demos.26},
doi = {10.18653/V1/2020.EMNLP-DEMOS.26},
timestamp = {Wed, 10 Jun 2026 11:16:57 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/LiuDBGGAZGSLWHS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/HuSTWYZHQWMLLZS19,
author = {Zhiting Hu and
Haoran Shi and
Bowen Tan and
Wentao Wang and
Zichao Yang and
Tiancheng Zhao and
Junxian He and
Lianhui Qin and
Di Wang and
Xuezhe Ma and
Zhengzhong Liu and
Xiaodan Liang and
Wanrong Zhu and
Devendra Singh Sachan and
Eric P. Xing},
editor = {Marta R. Costa{-}juss{\`{a}} and
Enrique Alfonseca},
title = {Texar: {A} Modularized, Versatile, and Extensible Toolkit for Text
Generation},
booktitle = {Proceedings of the 57th Conference of the Association for Computational
Linguistics, {ACL} 2019, Florence, Italy, July 28 - August 2, 2019,
Volume 3: System Demonstrations},
pages = {159--164},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/p19-3027},
doi = {10.18653/V1/P19-3027},
timestamp = {Wed, 10 Jun 2026 11:15:50 +0200},
biburl = {https://dblp.org/rec/conf/acl/HuSTWYZHQWMLLZS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tac/HovyCCGHMMSDCCK19,
author = {Eduard H. Hovy and
Jaime G. Carbonell and
Hans Chalupsky and
Anatole Gershman and
Alex Hauptmann and
Florian Metze and
Teruko Mitamura and
Zaid Sheikh and
Ankit Dangi and
Aditi Chaudhary and
Xianyang Chen and
Xiang Kong and
Bernie Huang and
Salvador Medina and
Hector Liu and
Xuezhe Ma and
Maria Ryskina and
Ramon Sanabria and
Varun Gangal},
title = {{OPERA:} Operations-oriented Probabilistic Extraction, Reasoning,
and Analysis},
booktitle = {Proceedings of the 2019 Text Analysis Conference, {TAC} 2019, Gaithersburg,
Maryland, USA, November 12-13, 2019},
publisher = {{NIST}},
year = {2019},
url = {https://tac.nist.gov/publications/2019/participant.papers/TAC2019.OPERA.proceedings.pdf},
timestamp = {Mon, 19 Apr 2021 12:42:35 +0200},
biburl = {https://dblp.org/rec/conf/tac/HovyCCGHMMSDCCK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/LiuMH18,
author = {Zhengzhong Liu and
Teruko Mitamura and
Eduard H. Hovy},
editor = {Emily M. Bender and
Leon Derczynski and
Pierre Isabelle},
title = {Graph Based Decoding for Event Sequencing and Coreference Resolution},
booktitle = {Proceedings of the 27th International Conference on Computational
Linguistics, {COLING} 2018, Santa Fe, New Mexico, USA, August 20-26,
2018},
pages = {3645--3657},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://aclanthology.org/C18-1309/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/coling/LiuMH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/LiuXMH18,
author = {Zhengzhong Liu and
Chenyan Xiong and
Teruko Mitamura and
Eduard H. Hovy},
editor = {Ellen Riloff and
David Chiang and
Julia Hockenmaier and
Jun'ichi Tsujii},
title = {Automatic Event Salience Identification},
booktitle = {Proceedings of the 2018 Conference on Empirical Methods in Natural
Language Processing, Brussels, Belgium, October 31 - November 4, 2018},
pages = {1226--1236},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://doi.org/10.18653/v1/d18-1154},
doi = {10.18653/V1/D18-1154},
timestamp = {Sat, 31 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/LiuXMH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/XiongLCL18,
author = {Chenyan Xiong and
Zhengzhong Liu and
Jamie Callan and
Tie{-}Yan Liu},
editor = {Kevyn Collins{-}Thompson and
Qiaozhu Mei and
Brian D. Davison and
Yiqun Liu and
Emine Yilmaz},
title = {Towards Better Text Understanding and Retrieval through Kernel Entity
Salience Modeling},
booktitle = {The 41st International {ACM} {SIGIR} Conference on Research {\&}
Development in Information Retrieval, {SIGIR} 2018, Ann Arbor, MI,
USA, July 08-12, 2018},
pages = {575--584},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3209978.3209982},
doi = {10.1145/3209978.3209982},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigir/XiongLCL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tac/HovyBCCGHMMCCHL18,
author = {Eduard H. Hovy and
Taylor Berg{-}Kirkpatrick and
Jaime G. Carbonell and
Hans Chalupsky and
Anatole Gershman and
Alexander G. Hauptmann and
Florian Metze and
Teruko Mitamura and
Aditi Chaudhary and
Xianyang Chen and
Bernie Po{-}Yao Huang and
Hector Zhengzhong Liu and
Xuezhe Ma and
Shruti Palaskar and
Dheeraj Rajagopal and
Maria Ryskina and
Ramon Sanabria},
title = {{OPERA:} Operations-oriented Probabilistic Extraction, Reasoning,
and Analysis},
booktitle = {Proceedings of the 2018 Text Analysis Conference, {TAC} 2018, Gaithersburg,
Maryland, USA, November 13-14, 2018},
publisher = {{NIST}},
year = {2018},
url = {https://tac.nist.gov/publications/2018/participant.papers/TAC2018.OPERA.proceedings.pdf},
timestamp = {Tue, 20 Aug 2019 14:30:47 +0200},
biburl = {https://dblp.org/rec/conf/tac/HovyBCCGHMMCCHL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-01334,
author = {Chenyan Xiong and
Zhengzhong Liu and
Jamie Callan and
Tie{-}Yan Liu},
title = {Towards Better Text Understanding and Retrieval through Kernel Entity
Salience Modeling},
journal = {CoRR},
volume = {abs/1805.01334},
year = {2018},
url = {http://arxiv.org/abs/1805.01334},
eprinttype = {arXiv},
eprint = {1805.01334},
timestamp = {Sat, 11 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-01334.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-05099,
author = {Zhengzhong Liu and
Teruko Mitamura and
Eduard H. Hovy},
title = {Graph-Based Decoding for Event Sequencing and Coreference Resolution},
journal = {CoRR},
volume = {abs/1806.05099},
year = {2018},
url = {http://arxiv.org/abs/1806.05099},
eprinttype = {arXiv},
eprint = {1806.05099},
timestamp = {Sat, 31 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-05099.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-00647,
author = {Zhengzhong Liu and
Chenyan Xiong and
Teruko Mitamura and
Eduard H. Hovy},
title = {Automatic Event Salience Identification},
journal = {CoRR},
volume = {abs/1809.00647},
year = {2018},
url = {http://arxiv.org/abs/1809.00647},
eprinttype = {arXiv},
eprint = {1809.00647},
timestamp = {Sat, 31 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-00647.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-00794,
author = {Zhiting Hu and
Haoran Shi and
Zichao Yang and
Bowen Tan and
Tiancheng Zhao and
Junxian He and
Wentao Wang and
Xingjiang Yu and
Lianhui Qin and
Di Wang and
Xuezhe Ma and
Zhengzhong Liu and
Xiaodan Liang and
Wanrong Zhu and
Devendra Singh Sachan and
Eric P. Xing},
title = {Texar: {A} Modularized, Versatile, and Extensible Toolkit for Text
Generation},
journal = {CoRR},
volume = {abs/1809.00794},
year = {2018},
url = {http://arxiv.org/abs/1809.00794},
eprinttype = {arXiv},
eprint = {1809.00794},
timestamp = {Mon, 26 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-00794.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/XiongLCH17,
author = {Chenyan Xiong and
Zhengzhong Liu and
Jamie Callan and
Eduard H. Hovy},
editor = {Ee{-}Peng Lim and
Marianne Winslett and
Mark Sanderson and
Ada Wai{-}Chee Fu and
Jimeng Sun and
J. Shane Culpepper and
Eric Lo and
Joyce C. Ho and
Debora Donato and
Rakesh Agrawal and
Yu Zheng and
Carlos Castillo and
Aixin Sun and
Vincent S. Tseng and
Chenliang Li},
title = {JointSem: Combining Query Entity Linking and Entity based Document
Ranking},
booktitle = {Proceedings of the 2017 {ACM} on Conference on Information and Knowledge
Management, {CIKM} 2017, Singapore, November 06 - 10, 2017},
pages = {2391--2394},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3132847.3133048},
doi = {10.1145/3132847.3133048},
timestamp = {Wed, 08 Oct 2025 07:50:15 +0200},
biburl = {https://dblp.org/rec/conf/cikm/XiongLCH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/XuLC17,
author = {Keyang Xu and
Zhengzhong Liu and
Jamie Callan},
editor = {Noriko Kando and
Tetsuya Sakai and
Hideo Joho and
Hang Li and
Arjen P. de Vries and
Ryen W. White},
title = {De-duping URLs with Sequence-to-Sequence Neural Networks},
booktitle = {Proceedings of the 40th International {ACM} {SIGIR} Conference on
Research and Development in Information Retrieval, Shinjuku, Tokyo,
Japan, August 7-11, 2017},
pages = {1157--1160},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3077136.3080746},
doi = {10.1145/3077136.3080746},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigir/XuLC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tac/ChalupskyAHHLMS17,
author = {Hans Chalupsky and
Jun Araki and
Eduard H. Hovy and
Andrew Hsi and
Zhengzhong Liu and
Xuezhe Ma and
Evangelia Spiliopoulou and
Shuxin Yao},
title = {Multi-lingual Extraction and Integration of Entities, Relations, Events
and Sentiments into ColdStart++ KBs with the {SAFT} System},
booktitle = {Proceedings of the 2017 Text Analysis Conference, {TAC} 2017, Gaithersburg,
Maryland, USA, November 13-14, 2017},
publisher = {{NIST}},
year = {2017},
url = {https://tac.nist.gov/publications/2017/participant.papers/TAC2017.SAFT\_ISI.proceedings.pdf},
timestamp = {Tue, 20 Aug 2019 13:25:18 +0200},
biburl = {https://dblp.org/rec/conf/tac/ChalupskyAHHLMS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tac/MitamuraLH17,
author = {Teruko Mitamura and
Zhengzhong Liu and
Eduard H. Hovy},
title = {Events Detection, Coreference and Sequencing: What's next? Overview
of the {TAC} {KBP} 2017 Event Track},
booktitle = {Proceedings of the 2017 Text Analysis Conference, {TAC} 2017, Gaithersburg,
Maryland, USA, November 13-14, 2017},
publisher = {{NIST}},
year = {2017},
url = {https://tac.nist.gov/publications/2017/additional.papers/TAC2017.KBP\_Event\_Nugget\_overview.proceedings.pdf},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/tac/MitamuraLH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/HuMLHX16,
author = {Zhiting Hu and
Xuezhe Ma and
Zhengzhong Liu and
Eduard H. Hovy and
Eric P. Xing},
title = {Harnessing Deep Neural Networks with Logic Rules},
booktitle = {Proceedings of the 54th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2016, August 7-12, 2016, Berlin, Germany, Volume
1: Long Papers},
publisher = {The Association for Computer Linguistics},
year = {2016},
url = {https://doi.org/10.18653/v1/p16-1228},
doi = {10.18653/V1/P16-1228},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acl/HuMLHX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/MaLH16,
author = {Xuezhe Ma and
Zhengzhong Liu and
Eduard H. Hovy},
editor = {Kevin Knight and
Ani Nenkova and
Owen Rambow},
title = {Unsupervised Ranking Model for Entity Coreference Resolution},
booktitle = {{NAACL} {HLT} 2016, The 2016 Conference of the North American Chapter
of the Association for Computational Linguistics: Human Language Technologies,
San Diego California, USA, June 12-17, 2016},
pages = {1012--1018},
publisher = {The Association for Computational Linguistics},
year = {2016},
url = {https://doi.org/10.18653/v1/n16-1116},
doi = {10.18653/V1/N16-1116},
timestamp = {Sat, 31 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/MaLH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tac/LiuAMH16,
author = {Zhengzhong Liu and
Jun Araki and
Teruko Mitamura and
Eduard H. Hovy},
title = {{CMU-LTI} at {KBP} 2016 Event Nugget Track},
booktitle = {Proceedings of the 2016 Text Analysis Conference, {TAC} 2016, Gaithersburg,
Maryland, USA, November 14-15, 2016},
publisher = {{NIST}},
year = {2016},
url = {https://tac.nist.gov/publications/2016/participant.papers/TAC2016.LTI\_CMU.proceedings.pdf},
timestamp = {Tue, 20 Aug 2019 13:25:24 +0200},
biburl = {https://dblp.org/rec/conf/tac/LiuAMH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tac/MitamuraLH16,
author = {Teruko Mitamura and
Zhengzhong Liu and
Eduard H. Hovy},
title = {Overview of {TAC-KBP} 2016 Event Nugget Track},
booktitle = {Proceedings of the 2016 Text Analysis Conference, {TAC} 2016, Gaithersburg,
Maryland, USA, November 14-15, 2016},
publisher = {{NIST}},
year = {2016},
url = {https://tac.nist.gov/publications/2016/additional.papers/TAC2016.KBP\_Event\_Nugget\_overview.proceedings.pdf},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/tac/MitamuraLH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MaLH16,
author = {Xuezhe Ma and
Zhengzhong Liu and
Eduard H. Hovy},
title = {Unsupervised Ranking Model for Entity Coreference Resolution},
journal = {CoRR},
volume = {abs/1603.04553},
year = {2016},
url = {http://arxiv.org/abs/1603.04553},
eprinttype = {arXiv},
eprint = {1603.04553},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MaLH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HuMLHX16,
author = {Zhiting Hu and
Xuezhe Ma and
Zhengzhong Liu and
Eduard H. Hovy and
Eric P. Xing},
title = {Harnessing Deep Neural Networks with Logic Rules},
journal = {CoRR},
volume = {abs/1603.06318},
year = {2016},
url = {http://arxiv.org/abs/1603.06318},
eprinttype = {arXiv},
eprint = {1603.06318},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HuMLHX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aclevents/LiuMH15,
author = {Zhengzhong Liu and
Teruko Mitamura and
Eduard H. Hovy},
editor = {Eduard H. Hovy and
Teruko Mitamura and
Martha Palmer},
title = {Evaluation Algorithms for Event Nugget Detection : {A} Pilot Study},
booktitle = {Proceedings of the The 3rd Workshop on {EVENTS:} Definition, Detection,
Coreference, and Representation, EVENTS@HLP-NAACL 2015, Denver, Colorado,
USA, June 4, 2015},
pages = {53--57},
publisher = {Association for Computational Linguistics},
year = {2015},
url = {https://doi.org/10.3115/v1/W15-0807},
doi = {10.3115/V1/W15-0807},
timestamp = {Sat, 31 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aclevents/LiuMH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tac/LiuADMH15,
author = {Zhengzhong Liu and
Jun Araki and
Dheeru Dua and
Teruko Mitamura and
Eduard H. Hovy},
title = {{CMU-LTI} at {KBP} 2015 Event Track},
booktitle = {Proceedings of the 2015 Text Analysis Conference, {TAC} 2015, Gaithersburg,
Maryland, USA, November 16-17, 2015, 2015},
publisher = {{NIST}},
year = {2015},
url = {https://tac.nist.gov/publications/2015/participant.papers/TAC2015.LTI.proceedings.pdf},
timestamp = {Tue, 20 Aug 2019 13:25:17 +0200},
biburl = {https://dblp.org/rec/conf/tac/LiuADMH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tac/MitamuraLH15,
author = {Teruko Mitamura and
Zhengzhong Liu and
Eduard H. Hovy},
title = {Overview of {TAC} {KBP} 2015 Event Nugget Track},
booktitle = {Proceedings of the 2015 Text Analysis Conference, {TAC} 2015, Gaithersburg,
Maryland, USA, November 16-17, 2015, 2015},
publisher = {{NIST}},
year = {2015},
url = {https://tac.nist.gov/publications/2015/additional.papers/TAC2015.KBP\_Event\_Nugget\_overview.proceedings.pdf},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/tac/MitamuraLH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lrec/LiuAHM14,
author = {Zhengzhong Liu and
Jun Araki and
Eduard H. Hovy and
Teruko Mitamura},
editor = {Nicoletta Calzolari and
Khalid Choukri and
Thierry Declerck and
Hrafn Loftsson and
Bente Maegaard and
Joseph Mariani and
Asunci{\'{o}}n Moreno and
Jan Odijk and
Stelios Piperidis},
title = {Supervised Within-Document Event Coreference using Information Propagation},
booktitle = {Proceedings of the Ninth International Conference on Language Resources
and Evaluation, {LREC} 2014, Reykjavik, Iceland, May 26-31, 2014},
pages = {4539--4544},
publisher = {European Language Resources Association {(ELRA)}},
year = {2014},
url = {http://www.lrec-conf.org/proceedings/lrec2014/summaries/646.html},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/lrec/LiuAHM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lrec/ArakiLHM14,
author = {Jun Araki and
Zhengzhong Liu and
Eduard H. Hovy and
Teruko Mitamura},
editor = {Nicoletta Calzolari and
Khalid Choukri and
Thierry Declerck and
Hrafn Loftsson and
Bente Maegaard and
Joseph Mariani and
Asunci{\'{o}}n Moreno and
Jan Odijk and
Stelios Piperidis},
title = {Detecting Subevent Structure for Event Coreference Resolution},
booktitle = {Proceedings of the Ninth International Conference on Language Resources
and Evaluation, {LREC} 2014, Reykjavik, Iceland, May 26-31, 2014},
pages = {4553--4558},
publisher = {European Language Resources Association {(ELRA)}},
year = {2014},
url = {http://www.lrec-conf.org/proceedings/lrec2014/summaries/963.html},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/lrec/ArakiLHM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ntcir/WangBAPGLNM14,
author = {Di Wang and
Leonid Boytsov and
Jun Araki and
Alkesh Patel and
Jeff Gee and
Zhengzhong Liu and
Eric Nyberg and
Teruko Mitamura},
editor = {Noriko Kando and
Hideo Joho and
Kazuaki Kishida},
title = {{CMU} Multiple-choice Question Answering System at {NTCIR-11} QA-Lab},
booktitle = {Proceedings of the 11th {NTCIR} Conference on Evaluation of Information
Access Technologies, NTCIR-11, National Center of Sciences, Tokyo,
Japan, December 9-12, 2014},
publisher = {National Institute of Informatics {(NII)}},
year = {2014},
url = {http://research.nii.ac.jp/ntcir/workshop/OnlineProceedings11/pdf/NTCIR/QALab/05-NTCIR11-QALAB-WangD.pdf},
timestamp = {Wed, 31 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ntcir/WangBAPGLNM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/airs/XuLLC12,
author = {Jian Xu and
Qin Lu and
Zhengzhong Liu and
Junyi Chai},
editor = {Yuexian Hou and
Jian{-}Yun Nie and
Le Sun and
Bo Wang and
Peng Zhang},
title = {Topic Sequence Kernel},
booktitle = {Information Retrieval Technology, 8th Asia Information Retrieval Societies
Conference, {AIRS} 2012, Tianjin, China, December 17-19, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7675},
pages = {457--466},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-35341-3\_41},
doi = {10.1007/978-3-642-35341-3\_41},
timestamp = {Sun, 02 Nov 2025 21:27:50 +0100},
biburl = {https://dblp.org/rec/conf/airs/XuLLC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/konvens/XuLL12,
author = {Jian Xu and
Qin Lu and
Zhengzhong Liu},
editor = {Jeremy Jancsary},
title = {Aggregating skip bigrams into key phrase-based vector space model
for web person disambiguation},
booktitle = {11th Conference on Natural Language Processing, {KONVENS} 2012, Empirical
Methods in Natural Language Processing, Vienna, Austria, September
19-21, 2012},
series = {Scientific series of the {\"{O}}GAI},
volume = {5},
pages = {108--117},
publisher = {{\"{O}}GAI, Wien, {\"{O}}sterreich},
year = {2012},
url = {http://www.oegai.at/konvens2012/proceedings/16\_xu12o/},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/konvens/XuLL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/semeval/XuLL12,
author = {Jian Xu and
Qin Lu and
Zhengzhong Liu},
editor = {Eneko Agirre and
Johan Bos and
Mona T. Diab},
title = {PolyUCOMP: Combining Semantic Vectors with Skip bigrams for Semantic
Textual Similarity},
booktitle = {Proceedings of the 6th International Workshop on Semantic Evaluation,
SemEval@NAACL-HLT 2012, Montr{\'{e}}al, Canada, June 7-8, 2012},
pages = {524--528},
publisher = {The Association for Computer Linguistics},
year = {2012},
url = {https://aclanthology.org/S12-1075/},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/semeval/XuLL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/XuLL12,
author = {Jian Xu and
Qin Lu and
Zhengzhong Liu},
editor = {Alain Mille and
Fabien Gandon and
Jacques Misselis and
Michael Rabinovich and
Steffen Staab},
title = {Combining classification with clustering for web person disambiguation},
booktitle = {Proceedings of the 21st World Wide Web Conference, {WWW} 2012, Lyon,
France, April 16-20, 2012 (Companion Volume)},
pages = {637--638},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2187980.2188165},
doi = {10.1145/2187980.2188165},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/XuLL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tac/JianLLLWLLHSCZX11,
author = {Xu Jian and
Zhengzhong Liu and
Qin Lu and
Patty Liu and
Chenchen Wang and
Yan Li and
Xiaoning Li and
Hanying Huang and
Yang Song and
Cheng Chang and
Liaoming Zhou and
Jing Xiao and
Dian Yu and
Weiran Xu and
Guang Chen and
Jun Guo},
title = {PolyUCOMP in {TAC} 2011 Entity Linking and Slot-Filling},
booktitle = {Proceedings of the Fourth Text Analysis Conference, {TAC} 2011, Gaithersburg,
Maryland, USA, November 14-15, 2011},
publisher = {{NIST}},
year = {2011},
url = {https://tac.nist.gov/publications/2011/participant.papers/PolyUCOMP.proceedings.pdf},
timestamp = {Tue, 17 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/tac/JianLLLWLLHSCZX11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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