Zobrazeno 1 - 10
of 483
pro vyhledávání: '"Liu Jialu"'
Publikováno v:
E3S Web of Conferences, Vol 546, p 02011 (2024)
Improving indoor environment quality on university classrooms is a hot research topic. The on-site experiment was conducted on indoor environmental quality regarding temperature, humidity, air pollutants, light and acoustics during different seasonal
Externí odkaz:
https://doaj.org/article/7ac87f5da19d4abc9d0ae810458e2cd2
Autor:
Shen, Jiaming, Liu, Tianqi, Liu, Jialu, Qin, Zhen, Pavagadhi, Jay, Baumgartner, Simon, Bendersky, Michael
The popularity of automated news headline generation has surged with advancements in pre-trained language models. However, these models often suffer from the ``hallucination'' problem, where the generated headline is not fully supported by its source
Externí odkaz:
http://arxiv.org/abs/2407.15975
Autor:
Zhang, Rongzhi, Shen, Jiaming, Liu, Tianqi, Wang, Haorui, Qin, Zhen, Han, Feng, Liu, Jialu, Baumgartner, Simon, Bendersky, Michael, Zhang, Chao
Large Language Models (LLMs) have exhibited impressive capabilities in various tasks, yet their vast parameter sizes restrict their applicability in resource-constrained settings. Knowledge distillation (KD) offers a viable solution by transferring e
Externí odkaz:
http://arxiv.org/abs/2406.02886
Autor:
Liu, Tianqi, Qin, Zhen, Wu, Junru, Shen, Jiaming, Khalman, Misha, Joshi, Rishabh, Zhao, Yao, Saleh, Mohammad, Baumgartner, Simon, Liu, Jialu, Liu, Peter J., Wang, Xuanhui
Aligning language models (LMs) with curated human feedback is critical to control their behaviors in real-world applications. Several recent policy optimization methods, such as DPO and SLiC, serve as promising alternatives to the traditional Reinfor
Externí odkaz:
http://arxiv.org/abs/2402.01878
We study the influence minimization problem: given a graph $G$ and a seed set $S$, blocking at most $b$ nodes or $b$ edges such that the influence spread of the seed set is minimized. This is a pivotal yet underexplored aspect of network analytics, w
Externí odkaz:
http://arxiv.org/abs/2312.17488
Autor:
Yang, Kaiyuan, Musio, Fabio, Ma, Yihui, Juchler, Norman, Paetzold, Johannes C., Al-Maskari, Rami, Höher, Luciano, Li, Hongwei Bran, Hamamci, Ibrahim Ethem, Sekuboyina, Anjany, Shit, Suprosanna, Huang, Houjing, Prabhakar, Chinmay, de la Rosa, Ezequiel, Waldmannstetter, Diana, Kofler, Florian, Navarro, Fernando, Menten, Martin, Ezhov, Ivan, Rueckert, Daniel, Vos, Iris, Ruigrok, Ynte, Velthuis, Birgitta, Kuijf, Hugo, Hämmerli, Julien, Wurster, Catherine, Bijlenga, Philippe, Westphal, Laura, Bisschop, Jeroen, Colombo, Elisa, Baazaoui, Hakim, Makmur, Andrew, Hallinan, James, Wiestler, Bene, Kirschke, Jan S., Wiest, Roland, Montagnon, Emmanuel, Letourneau-Guillon, Laurent, Galdran, Adrian, Galati, Francesco, Falcetta, Daniele, Zuluaga, Maria A., Lin, Chaolong, Zhao, Haoran, Zhang, Zehan, Ra, Sinyoung, Hwang, Jongyun, Park, Hyunjin, Chen, Junqiang, Wodzinski, Marek, Müller, Henning, Shi, Pengcheng, Liu, Wei, Ma, Ting, Yalçin, Cansu, Hamadache, Rachika E., Salvi, Joaquim, Llado, Xavier, Estrada, Uma Maria Lal-Trehan, Abramova, Valeriia, Giancardo, Luca, Oliver, Arnau, Liu, Jialu, Huang, Haibin, Cui, Yue, Lin, Zehang, Liu, Yusheng, Zhu, Shunzhi, Patel, Tatsat R., Tutino, Vincent M., Orouskhani, Maysam, Wang, Huayu, Mossa-Basha, Mahmud, Zhu, Chengcheng, Rokuss, Maximilian R., Kirchhoff, Yannick, Disch, Nico, Holzschuh, Julius, Isensee, Fabian, Maier-Hein, Klaus, Sato, Yuki, Hirsch, Sven, Wegener, Susanne, Menze, Bjoern
The Circle of Willis (CoW) is an important network of arteries connecting major circulations of the brain. Its vascular architecture is believed to affect the risk, severity, and clinical outcome of serious neuro-vascular diseases. However, character
Externí odkaz:
http://arxiv.org/abs/2312.17670
Autor:
Ayyubi, Hammad A., Liu, Tianqi, Nagrani, Arsha, Lin, Xudong, Zhang, Mingda, Arnab, Anurag, Han, Feng, Zhu, Yukun, Liu, Jialu, Chang, Shih-Fu
Existing popular video captioning benchmarks and models deal with generic captions devoid of specific person, place or organization named entities. In contrast, news videos present a challenging setting where the caption requires such named entities
Externí odkaz:
http://arxiv.org/abs/2312.02188
Autor:
Yan, Jing Nathan, Liu, Tianqi, Chiu, Justin T, Shen, Jiaming, Qin, Zhen, Yu, Yue, Zhao, Yao, Lakshmanan, Charu, Kurzion, Yair, Rush, Alexander M., Liu, Jialu, Bendersky, Michael
Comparative reasoning plays a crucial role in text preference prediction; however, large language models (LLMs) often demonstrate inconsistencies in their reasoning. While approaches like Chain-of-Thought improve accuracy in many other settings, they
Externí odkaz:
http://arxiv.org/abs/2311.08390
Autor:
Yu, Yue, Shen, Jiaming, Liu, Tianqi, Qin, Zhen, Yan, Jing Nathan, Liu, Jialu, Zhang, Chao, Bendersky, Michael
Large language models (LLMs) have shown remarkable capabilities in various natural language understanding tasks. With only a few demonstration examples, these LLMs can quickly adapt to target tasks without expensive gradient updates. Common strategie
Externí odkaz:
http://arxiv.org/abs/2311.07099