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Silei Xu
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2020 – today
- 2024
- [c11]Wenxuan Zhou, Ravi Agrawal, Shujian Zhang, Sathish Reddy Indurthi, Sanqiang Zhao, Kaiqiang Song, Silei Xu, Chenguang Zhu:
WPO: Enhancing RLHF with Weighted Preference Optimization. EMNLP 2024: 8328-8340 - [i8]Wenxuan Zhou, Ravi Agrawal, Shujian Zhang, Sathish Reddy Indurthi, Sanqiang Zhao, Kaiqiang Song, Silei Xu, Chenguang Zhu:
WPO: Enhancing RLHF with Weighted Preference Optimization. CoRR abs/2406.11827 (2024) - [i7]Tong Wu, Shujian Zhang, Kaiqiang Song, Silei Xu, Sanqiang Zhao, Ravi Agrawal, Sathish Reddy Indurthi, Chong Xiang, Prateek Mittal, Wenxuan Zhou:
Instructional Segment Embedding: Improving LLM Safety with Instruction Hierarchy. CoRR abs/2410.09102 (2024) - 2023
- [c10]Silei Xu, Shicheng Liu, Theo Culhane, Elizaveta Pertseva, Meng-Hsi Wu, Sina J. Semnani, Monica S. Lam:
Fine-tuned LLMs Know More, Hallucinate Less with Few-Shot Sequence-to-Sequence Semantic Parsing over Wikidata. EMNLP 2023: 5778-5791 - [i6]Silei Xu, Theo Culhane, Meng-Hsi Wu, Sina J. Semnani, Monica S. Lam:
Complementing GPT-3 with Few-Shot Sequence-to-Sequence Semantic Parsing over Wikidata. CoRR abs/2305.14202 (2023) - 2022
- [c9]Giovanni Campagna, Sina J. Semnani, Ryan Kearns, Lucas Jun Koba Sato, Silei Xu, Monica Lam:
A Few-Shot Semantic Parser for Wizard-of-Oz Dialogues with the Precise ThingTalk Representation. ACL (Findings) 2022: 4021-4034 - [i5]Monica S. Lam, Giovanni Campagna, Mehrad Moradshahi, Sina J. Semnani, Silei Xu:
ThingTalk: An Extensible, Executable Representation Language for Task-Oriented Dialogues. CoRR abs/2203.12751 (2022) - 2020
- [c8]Silei Xu, Giovanni Campagna, Jian Li, Monica S. Lam:
Schema2QA: High-Quality and Low-Cost Q&A Agents for the Structured Web. CIKM 2020: 1685-1694 - [c7]Silei Xu, Sina J. Semnani, Giovanni Campagna, Monica S. Lam:
AutoQA: From Databases To QA Semantic Parsers With Only Synthetic Training Data. EMNLP (1) 2020: 422-434 - [c6]Mehrad Moradshahi, Giovanni Campagna, Sina J. Semnani, Silei Xu, Monica S. Lam:
Localizing Open-Ontology QA Semantic Parsers in a Day Using Machine Translation. EMNLP (1) 2020: 5970-5983 - [i4]Silei Xu, Giovanni Campagna, Jian Li, Monica S. Lam:
Schema2QA: Answering Complex Queries on the Structured Web with a Neural Model. CoRR abs/2001.05609 (2020) - [i3]Silei Xu, Sina J. Semnani, Giovanni Campagna, Monica S. Lam:
AutoQA: From Databases To QA Semantic Parsers With Only Synthetic Training Data. CoRR abs/2010.04806 (2020) - [i2]Mehrad Moradshahi, Giovanni Campagna, Sina J. Semnani, Silei Xu, Monica S. Lam:
Localizing Open-Ontology QA Semantic Parsers in a Day Using Machine Translation. CoRR abs/2010.05106 (2020)
2010 – 2019
- 2019
- [j4]Monica S. Lam, Giovanni Campagna, Silei Xu, Michael Fischer, Mehrad Moradshahi:
Protecting privacy and open competition with Almond: An open-source virtual assistant. XRDS 26(1): 40-44 (2019) - [c5]Giovanni Campagna, Silei Xu, Mehrad Moradshahi, Richard Socher, Monica S. Lam:
Genie: a generator of natural language semantic parsers for virtual assistant commands. PLDI 2019: 394-410 - [i1]Giovanni Campagna, Silei Xu, Mehrad Moradshahi, Richard Socher, Monica S. Lam:
Genie: A Generator of Natural Language Semantic Parsers for Virtual Assistant Commands. CoRR abs/1904.09020 (2019) - 2018
- [j3]Giovanni Campagna, Silei Xu, Rakesh Ramesh, Michael Fischer, Monica S. Lam:
Controlling Fine-Grain Sharing in Natural Language with a Virtual Assistant. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 2(3): 95:1-95:28 (2018) - [c4]Michael Fischer, Giovanni Campagna, Silei Xu, Monica S. Lam:
Brassau: automatic generation of graphical user interfaces for virtual assistants. MobileHCI 2018: 33:1-33:12 - 2017
- [c3]Giovanni Campagna, Rakesh Ramesh, Silei Xu, Michael Fischer, Monica S. Lam:
Almond: The Architecture of an Open, Crowdsourced, Privacy-Preserving, Programmable Virtual Assistant. WWW 2017: 341-350 - 2016
- [j2]Silei Xu, John C. S. Lui:
Product Selection Problem: Improve Market Share by Learning Consumer Behavior. ACM Trans. Knowl. Discov. Data 10(4): 34:1-34:25 (2016) - 2014
- [j1]Silei Xu, Runhui Li, Patrick P. C. Lee
, Yunfeng Zhu, Liping Xiang, Yinlong Xu, John C. S. Lui:
Single Disk Failure Recovery forX-Code-Based Parallel Storage Systems. IEEE Trans. Computers 63(4): 995-1007 (2014) - [c2]Silei Xu, John Chi-Shing Lui:
Product selection problem: improve market share by learning consumer behavior. KDD 2014: 851-860 - [c1]Silei Xu, Yishi Lin, Hong Xie, John C. S. Lui:
A provable algorithmic approach to product selection problems for market entry and sustainability. SSDBM 2014: 19:1-19:12
Coauthor Index
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