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2020 – today
- 2025
[c3]Jiao Sun, Deqing Fu, Yushi Hu, Su Wang, Royi Rassin, Da-Cheng Juan, Dana Alon, Charles Herrmann, Sjoerd van Steenkiste, Ranjay Krishna, Cyrus Rashtchian:
DreamSync: Aligning Text-to-Image Generation with Image Understanding Feedback. NAACL (Long Papers) 2025: 5920-5945- [i8]Hansi Zeng, Kai Hui, Honglei Zhuang, Zhen Qin, Zhenrui Yue, Hamed Zamani, Dana Alon:
Can Pre-training Indicators Reliably Predict Fine-tuning Outcomes of LLMs? CoRR abs/2504.12491 (2025) - 2024
- [c2]Yang Gao, Ji Ma, Ivan Korotkov, Keith B. Hall, Dana Alon, Donald Metzler:
OpenMSD: Towards Multilingual Scientific Documents Similarity Measurement. LREC/COLING 2024: 12467-12480 - [i7]Tim Baumgärtner, Yang Gao, Dana Alon, Donald Metzler:
Best-of-Venom: Attacking RLHF by Injecting Poisoned Preference Data. CoRR abs/2404.05530 (2024) - [i6]Yang Gao, Dana Alon, Donald Metzler:
Impact of Preference Noise on the Alignment Performance of Generative Language Models. CoRR abs/2404.09824 (2024) - [i5]Dara Bahri, John Wieting, Dana Alon, Donald Metzler:
A Watermark for Black-Box Language Models. CoRR abs/2410.02099 (2024) - 2023
- [c1]Andrew Drozdov, Honglei Zhuang, Zhuyun Dai, Zhen Qin, Razieh Rahimi, Xuanhui Wang, Dana Alon, Mohit Iyyer, Andrew McCallum, Donald Metzler, Kai Hui:
PaRaDe: Passage Ranking using Demonstrations with LLMs. EMNLP (Findings) 2023: 14242-14252 - [i4]Yicheng Fan, Dana Alon, Jingyue Shen, Daiyi Peng, Keshav Kumar, Yun Long, Xin Wang, Fotis Iliopoulos, Da-Cheng Juan, Erik Vee:
LayerNAS: Neural Architecture Search in Polynomial Complexity. CoRR abs/2304.11517 (2023) - [i3]Yang Gao, Ji Ma, Ivan Korotkov, Keith B. Hall, Dana Alon, Don Metzler:
OpenMSD: Towards Multilingual Scientific Documents Similarity Measurement. CoRR abs/2309.10539 (2023) - [i2]Andrew Drozdov, Honglei Zhuang, Zhuyun Dai, Zhen Qin, Razieh Rahimi, Xuanhui Wang, Dana Alon, Mohit Iyyer, Andrew McCallum, Donald Metzler, Kai Hui:
PaRaDe: Passage Ranking using Demonstrations with Large Language Models. CoRR abs/2310.14408 (2023) - [i1]Jiao Sun, Deqing Fu, Yushi Hu, Su Wang, Royi Rassin, Da-Cheng Juan, Dana Alon, Charles Herrmann, Sjoerd van Steenkiste, Ranjay Krishna, Cyrus Rashtchian:
DreamSync: Aligning Text-to-Image Generation with Image Understanding Feedback. CoRR abs/2311.17946 (2023)
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